[OC] Which front offices and agents are the 3 major newsbreakers connected to? I went through 6000+ tweets to find out!
If this sounds somewhat familiar, that's because I did a 2019-2020 version and posted it back in March. In terms of changes from that post:
I've expanded the timeline to tweets from September 27, 2018. This is the first official day where each of Shams, Woj and Haynes were at their own respective companies. Shams moved to the Athletic from Yahoo in August, and Haynes moved from ESPN to Yahoo in September.
I've also expanded the criteria on when a tweet could possibly be linked to an agent
TL;DR Tracked tweetsof Woj, Shams and Haynes from 2018-2020 to see whether any of them report on a certain team or a certain agent's players more than their counterparts.Here is the main graphconcerning a reporter's percentage of tweets per team separated into three periods (2019 season, 2020 offseason, 2020 season). Here is aseparate graphwith the Lakers and Warriors, because Haynes's percentages would skew the first graph. During times like the NBA trade deadline or the lifting of the NBA free-agency moratorium, it’s not uncommon to see Twitter replies to (or Reddit comments about) star reporters reference their performance relative to others. Woj is the preeminent scoop hound, but he is also notorious for writing hit pieces on LeBron (sources say it’s been widely rumoured that the reason for these is that Woj has always been unable to place a reliable source in LeBron’s camp). On the other end of the spectrum, it has been revealed that in exchange for exclusive intel on league memos and Pistons dealings, Woj wrote puff pieces on then-GM Joe Dumars (see above Kevin Draper link). Last summer, Woj was accused of being a Clippers shill on this very discussion board for noticeably driving the Kawhi Leonard free agency conversation towards the team. This is the reason I undertook this project: to see whether some reporters have more sources in certain teams (and certain agencies) than other reporters. First I’ll explain the methodology, then present the data with some initial comments.
To make this manageable on myself, I limited myself to tracking the 3 major national reporters: Shams Charania of the Athletic, Chris Haynes of Yahoo Sports and the aforementioned Adrian Wojnarowski of ESPN.
I didn’t use beat reporters, as most (if not all) of their sources would be concentrated on their local team
Others that I considered but ultimately decided not to track:
Brian Windhorst of ESPN (double-dipping in ESPN)
Zach Lowe of ESPN (I consider him more of an analyst)
Marc Spears of ESPN (harder to sift through Twitter feeds, as he posts a lot more unrelated/non-news-breaking content)
Marc Stein of the New York Times (same as Spears)
Kevin O'Connor of The Ringer (same as Lowe)
The time period I initially tracked for was from January 1, 2020 to the end of the regular season March, but after finding a Twitter scraping tool on GitHub called Twint, I was able to easily retrieve all tweets since September 27, 2018. However, a month ago, Twitter closed their old API endpoints, and Twint ceased to work. I used vicinitas.io but the data loading became more time-consuming. Therefore, the tweets are up to the date of October 15 2020. How I determined information was by manually parsing text tweets by the reporter (no retweets):
This means I did not include images or multimedia appearances such as television, radio or podcasts. The rationale for this is that I simply don’t have the time to listen/watch and record all the instances of providing information through sources on these mediums.
Now, I didn’t take every single text tweet:
I didn’t include direct statements, be they from players or front office folks
I separated them, along with podcast guests in another tab
I didn’t include the summary tweet that Woj & Shams love to do: “Story filed to/Story on [employer]:..” because it doesn’t add anything apart from a link to a story (also, I personally don’t want to be called an ESPN/Yahoo/Athletic shill)
If the tweet added a reporter’s own analysis to someone else’s tweet, it was not included
If it was new information, the tweet was retained
Tweets that related solely to retired players were not included: mainly Haynes reporting Dwyane Wade joining CAA, as well as the unfortunate passing of Kobe Bryant on January 26
I grouped multiple tweets about the same subject delivered around the same time frame (such as trades) into one, as doing otherwise would arbitrarily inflate totals
There’s no hard and fast rule for whether or not to group tweets
For example, the big 4-team trade that created the Pocket Rockets was grouped in full
On the other hand, the Miami-Memphis trade was split up because the full details came like a day later
Sometimes, I used my judgment to determine whether a tweet’s underlying information would have come from a source, and therefore whether I should include that tweet or not
For example, consider the All-Star tweets: Haynes and Shams both posted the All-Star starters, but looking at the time signatures led me to believe that this was simply relaying the information from the TNT reveal
On the other hand, both Shams and Haynes posted tweets disclosing the All-Star Reserves before the TNT reveal
Next, I had to assign possible teams to each tweet:
Items such as changes to the league calendar, the naming of All-Star Reserves and salary cap projections were immediately attached to an NBA source
Injuries and trades were fairly straightforward, assigning these tweets to the participating teams
Items such as league mandated fines/suspensions, invitations to All-Star competitions and game protests were credited to both a general NBA source, as well as the related team(s)
Direct sources from agents or mentions of specific agents were attributed as a catch-all “Agent”
In the former, team was not included: examples include Matisse Thybulle’s agent on not being selected for the Rising Stars Game or Royce O’Neale’s agents confirming his contract extension with the Jazz
In the latter, team was included: examples include two Knicks switching their agent to Rich Paul
New addition: anything related to a player's status with a team were also attributed to agents (qualifying offers, extensions, option decisions, waivers, and contracts/deals)
I then found which agents correspond to which players (big shoutout to realgm.com and the Wayback Machine)
Rumours were slightly more difficult
As we know very well, league sources is an exceedingly vague term
Instead of attempting to pinpoint a rival executive with a motive to make a comment, I took the “Occam’s Razor” approach and assumed that the teams involved had someone talk to the reporter
When it was impossible to even determine a participant team, it was the general “NBA” source to the rescue
Chris Haynes has the highest percentage of tweets relating to the Detroit Pistons in all three periods. He also reports on far more Portland news than Shams or Woj.
Shams' Brooklyn edge is evident. The Athletic was also the outlet that Kevin Durant felt comfortable talking to about his positive coronavirus test. As well, Shams reported on Spencer Dinwiddie's quest to tokenize his contract (similar to bitcoin).
Adrian Wojnarowski has increased his percentage of tweets regarding the LA Clippers period-over-period, but so have the other two reporters.
It's surprising that Dallas's numbers are so low, considering they're a good team with an international superstar.
My hypothesis from my previous post is that Shams and Woj each have capable Mavericks deputies in the Tims (Cato and MacMahon, respectively) and decide to leave that market alone
Shams does have the highest percentage of Mavericks tweets in all three seasons however.
Now, you'll notice that there's two teams missing from the above graph: the Golden State Warriors and the Los Angeles Lakers. Here's the graphs for those two teams. As you can see, they would skew the previous graph far too much. During the 2019 NBA season, 27% of Chris Haynes's qualifying tweets could be possibly linked to the Warriors, and 14% of his qualifying tweets could be possibly linked to the Lakers.
Here's the top 10 agents in terms of number of potential tweets concerning their clients.
Woj has the most tweets directly connected to agents by far. It wasn't uncommon to see "Player X signs deal with Team Y, Agent Z of Agency F tells ESPN." The agents that go to Woj (and some of their top clients):
Mark Bartelstein of Priority Sports (Bradley Beal, Kyle Lowry, Gordon Hayward)
Jeff Schwartz and Sam Goldfeder of Excel Sports (Khris Middleton, Nikola Jokic, CJ McCollum and Kevin Love)
Steven Heumann and Austin Brown of Creative Artists Agency (Andrew Wiggins, Chris Paul, Donovan Mitchell and Zion Williamson)
One thing I found very intriguing: 15/16 of tweets concerning an Aaron Turner client were reported on by Shams. Turner is the head of Verus Basketball, whose clients include Terry Rozier, Victor Oladipo and Kevin Knox. Shams also reported more than 50% of news relating to clients of Sam Permut of Roc Nation. Permut is the current agent of Kyrie Irving, after Irving fired Jeff Wechsler near the beginning of the 2019 offseason. Permut also reps the Morris brothers and Trey Burke. As for Chris Haynes, he doesn't really do much agent news (at least not at the level of Woj and Shams). However, he reported more than 50% of news relating to clients of Aaron Goodwin of Goodwin Sports Management, who reps Damian Lillard and DeMar DeRozan. Here are the top 10 free agents from Forbes, along with their agent and who I predict will be the first/only one to break the news.
Most Likely Reporter
Too close to call, leaning Shams
Too close to call, leaning Shams
Alexander Raskovic, Jason Ranne
Limited data, but part of Wasserman, whose players are predominantly reported on by Woj
Thanks for reading! As always with this type of work, human error is not completely eliminated. If you think a tweet was mistakenly removed, feel free to drop me a line and I’ll try to explain my thought process on that specific tweet! Hope y’all enjoyed the research!
I’m a commentator for a tournament of nightmares. I’m not sure the participants are willing.
You’d think being a psychiatric ward for 38 months would be enough to deter a guy from ever going back to a sport that involves watching human beings at the height of their physical prowess beat the living shit out of each other. Sometimes regulated, sometimes not. But, here I am, fresh outta the loony bin and reading the most unusual advertising slogan I’d ever laid eyes on; “The most terrifying tournament has come around once again! Conquer your fears in theNFC*…* literally.” This was the business card that accompanied my black envelope as it was handed to me on the discharge ward by a well dressed and gangly fella with an uncomfortable wide smile. He didn’t say much of anything, just that his name was “Watson” before bowing and holding up the envelope. “Heh, like the butler, right?” I said, taking the envelope from his plasticine hands. His smile ripples across his face and he nods slowly, his perfect hair unmoving in the strong wind before he turns on his heel and walks back to the black sedan. The cold air chilled my bones, and I pulled the medical bracelet from my wrist, grimacing at the marks underneath before following Watson to the Sedan and hauling my luggage into the trunk before setting off, not knowing how I came to even be there in the first place. I guess right now, that doesn’t really matter. What matters is where I am now and what I’m doing. "blood strewn across the canvas, frayed brain matter sailing across my head and splattering against the wall, a woman standing in a pool of blood as the deformed creature twitches on the ground" My name is Sal “Motormouth” Sabotta, I’m a sports commentator by trade. Be it combat sports, pro wrestling, death-matches or martial arts tournament, I’ve done it all. I won’t lie; Work can be hard to come by. I’ve spent months struggling for rent and resorting to less tried-and-true commentary methods in order to survive. That has, at times, involved trying my hand at some of the more underground competitions; unregulated fights, sick, illegal games bet on by people on the dark web and worse… Things I’m not going to detail here. Things I’m not proud to have taken a hefty pay-check for from greasy, sweaty fucks in Armani tracksuits and stinking of cheap booze and coke all the way up to well-dressed bitcoin farmers in their 20s who probably own child slaves. In short, I’m no stranger to the grim underworld or the secrecies with which they conduct their work. I see money and an easy way to make it with my voice; I don’t ask questions. So when I received an email the day of my discharge from the hospital and I’m told “you’ll receive a letter from Mr. Watson, take it and follow the instructions to the venue. Pay up front as agreed.”, I don’t question it. Especially when the note is personalised, and the doctor says my medical fees were covered. We drove past numerous landscapes, vistas and neighbourhoods before veering off into an industrial estate and entering an underground tunnel. Half a mile in, Watson stops the car and peers back, smiling. He directs a thumb to the service door in the side tunnel and rubs his neck, a scar running from ear to ear. Was he a former fighter? Gangster? I sighed and got out, still in my medical gown and hauling ass to the door. It opened before I could reach out and a tall, muscular woman in her late 30s greeted me with a smile. She was imposing, powerful in her gait, a black eyepatch with several seals adorning the sides accompanying a thick scar down her face did nothing to stop her beauty. She wore a tank top with a black cloak with white fur on the tops and sleeves, a thick black chain clasp around the neck. I won’t lie; she looked badass. Terrifying, but badass. “‘Bout time ya showed up, Sabotta!” She grinned and put a cinderblock of a hand on my shoulder. I’m 5’10 and 180lbs, but she made me feel like a child in front of her. The power emanating from her fist was unbelievable. “C’mon, the trial match is starting and I don’t want no tourney without a broken in commentator! You gotta know the ropes of this place!” “You know your driver was standing right outside when I was discharged, right? Couldn’t think to give me an extra day or two to freshen up?” I frowned. This wasn’t normal protocol, even for back-alley promotions like this. She just laughed at me and slapped my shoulder. “The tournament waits for nobody, Sal. Times a-wasting.” The hallway is dimly lit and the sounds of a ruckus above us are as impossible to ignore as the sounds of thudding, screaming and snapping. As we pass several doors with one-way mirrors on the front panes, I hear sounds I could have never placed in the animal kingdom or otherwise; gurgles, clicks, grunts and even otherworldly whispers. “What the fuck is that? You guys doing animal fights down here? I mean I called a monkey fight once, but it’s not exactly… pleasant.” I shuddered, thinking of the violence chimpanzees can inflict on one another, let alone humans. She never stopped walking or staring directly ahead when she responded.“Those ain’t animals. Not by a long shot.” Before I can probe further, I’m hurried into a changing room and practically swept off my feet by her strength. I turn back and she’s already poking her head out the door. “You’ve got 5 minutes, get your shit and head up the left stairs, Watson will guide you.” She grinned, and I saw gold filings in her teeth that glinted as much as her bedazzled eye patch. “Ya came highly recommended… I expect good things!” I do as instructed and within 5 minutes I’m back in my commentary clothes; an open buttoned Hawaiian shirt with my old Hotel Inertia shirt underneath, skinny black jeans and shimmering black shoes. I found some old slick gorilla powder in my hair and dusted it up, opting for the dishevelled look as I knew I’d be sweating by the end of the ordeal. “You shouldn’t bother putting in so much effort, y’know. They’re not gonna care how good you look, only how well you talk.” Standing in the doorway was a woman in her 40s, dark-skinned and hair clad in meticulous dreadlocks, tied back into a large bun with a pair draped down the sides of her head. She held a thick book in one hand and pocketed a serrated blade in the other before motioning to me. “We’ll have to do the pleasantries on the way, the match is starting and you don’t wanna miss that. The commissioner isn’t the type you want to upset. Especially when you’re not here by choice.” I looked for a moment, dumbfounded. “I’m here because I was invited, already got my pay from the woman who let me in.” I shrugged, pocketing the envelope and getting my equipment from the suitcase. The woman gave a sad smile and shook her head. “Of course you’d think that. She likes it that way. Bet she didn’t introduce herself either, did she? C’mon.” I follow her down and after a few minutes we come to a fork in the hallway, an elevator system to our right and a stairway to the left. Dutifully, Watson stood patiently, still grinning and motioning us to go up. Once we’re situated in our booth upstairs, I set my equipment up and look down at the table, expecting a slew of papers and fighter information in front of me. I look to the woman to ask, but she doesn’t break her stare in the darkness, looking down at the arena floor some 100ft below us.“You won’t need that. Not for this match.” The lights flicker on and the enormity of this venue reveals itself to me. It’s a structure of imposing steel, dried blood, claw marks and other unknown substances that littered the 40ft wide circular pit the fighters contested in, a black lift on either side from the fighters corners that I can only assume ascended up from their locker room area. Around them were chain-link fences that rose up to the audience stands above, situating around 300 people across all four sides. At the very top sat our booth, the commissioner’s office directly opposite, the judges booth to our right and the fight analysts/medical area to our left. Standing in the centre with a spotlight over them was the commissioner, microphone in hand and an energy that was almost palpable. “Ladies, Gentlemen and Freaks of all kinds out there in the universe. I welcome you once more to the annual Nightmare Fighting Championship Tournament! It’s been a long year, but we have new blood to pit against our resident night terrors and some fresh fears to feast on the fortuitous soul that frolics into their den. As always, our contestants will be fighting for their freedom, a chance to get their wish or to fight for the ultimate prize.” The crowd cheers and the majority are hidden behind thick plexiglass and lighting, but I can see some have Karate Gi’s, weapons in hand and others with demon masks as they whoop and holler. The clientele here were, at least in my estimation, experienced. But I was feeling a lump in my throat at that one phrase The Commissioner so surreptitiously added in without issue; “As always, our contestants will befightingfor theirfreedom*”* I leaned to the woman next to me and as if she knew what I was going to ask; she put a finger up and shook her head. Eyes awash with fear and a grimness I had only seen on that of trainers who knew their fighter was not ready for the bout ahead. She pointed the finger down to my machine, then to the pit. Turning it on, I looked down as the commissioner began to talk, readying myself to commentate on whatever weirdos came up to battle. “But before we get to that, we have an exciting exhibition match for our loyal supporters who bankroll this event every year. Without you elite few, we could not do this. You are the pound for pound goats of support! Now, without further ado; let’s get this show on the road!”The rest of the lights clicked on and spun around the venue as they raised the profile of the bout, the elevators both whirring into action as the right one arose first. “In this corner, from the marionettes shop and accompanied by his Bunraku doll “Mr. Stares”, it’s the man who pulls the strings… THE PUPPET MAN!” Out steps a tall, thin Japanese man in full clown makeup. His head shaven save for two ridiculous strands of hair stretched out and fluffed up to their limits, like red antennae. His eyebrows large m’s that practically cover his forehead, the nose a completely vacant slot with a black hole drawn in and the mouth… the fucking mouth was nailed shut. Literally. Sharp rusted nails had been hammered down through the lips with such force that they’d bent. A sickening crimson red face-paint stretched across the entire bottom half of his face, making it seem far larger by comparison. He carefully held a small bundle underneath a sheet and bowed deeply to the audience before standing at his designated spot. “In the other corner, from the streets of god knows where and the womb of someone who misses him… "Hulked Up" Michael O’Donnell!” I watched with wide eyes and a stomach threatening to evacuate its contents at any moment as the smoke cleared and a boy no older than 17 rushed out, beating his chest and screaming to the crowd as if he was the Incredible Hulk. I don’t know if they drugged the poor kid, but he clearly had no idea where he was. “There are no rules, no referees and judges only exist in case of a draw or unclear victory. Our commentary team will take over and we wish you a phenomenal match.” She drools a little before she speaks again, looking up at me and winking. “Let’s make this a violent one.” She snaps her fingers and leaps for the fence, climbing up with ungodly ease before sitting on her makeshift chair in her office. I have no idea what I’m seeing but every cell in my body is urging me to run; I feel my knees tense and my frame rise ever so slightly before the woman next to me puts her hand on my thigh, pushing me down with great force. “You have a job to do, so do I. Trust me, you think you can leave but if you get out of this chair, not only will YOUR life end. Mine will too.” She unsheathes the serrated blade and looks at me with pity. “We both have a part to play here, so put the headset on and let’s do our job, no matter how hard it is.” Hands shaking, I pick up the headset and connect it to the portable recorder and take a breath. “I… I need your name. What is it you do?” I stutter, trying to calm myself. She hands me a bottle of water as the surrounding lights dim and the spotlight focuses on the spectacle below. “I’m Madame Nelle Lockwood, cryptid hunter and your co-host to guide you through tonight. Good to meet you, Sal.” - NFC EXHIBITION MATCH: "Hulked Up" Michael O’Donnell vs The Puppet Man w/ Mr. Stares “Welcome fight fans from around the world, god knows how you’re listening to this or WHY, but here we are. I’m your host Sal “MotorMouth” Sabotta, wishing this was all a bad dream. Joining me this evening is our cryptid specialist and all round badass Madame Nelle Lockwood. How are you doing, Nelle?” She looks at me with a bewildered look on her face before blinking and coming to her senses. “Uhh… good! All things considered… boy, you really have a professional knack for this, huh? I can see why Commissioner Alduin brought you in." “Ahh, yes. That’s right, folks! NFC Commissioner Alduin invited me here personally and our exhibition match proves to be… challenging. Let’s check in on the action below.” I look down and see The Puppet Man sat down and gesturing to the figure under the sheet, like he’s got a negotiation going on. The boy, undeterred and furious, rushes towards him and takes his back, slapping his head and even pulling on his hair with extreme prejudice. “Well take a gander at that, that kid has absolutely NO fear. When I was his age, I would have stayed FAR the fuck away from a nightmare spectre like that. But hell, this is all part of the show, right? Hope they’re paying that poor guy down there a sizeable sum to throw a fight to a child. What do you think, Nelle; is this the weirdest make-a-wish fulfilment task or what?” I look over to her, hoping she’d indulge me and that I could believe this was just going to end with a pissed off actor storming away when the child hit him too hard. But Nelle was scanning her now open book and looking for information on dolls. “He’s talking to his doll because it’s desperate to be let loose. He’s trying to bargain with it to spare him. This is the nature of the puppeteer and his master.” She pushes the book to the centre of the table and shows me a faded illustration of a pristine Bunraku doll; a kind of meticulously crafted Japanese take on the ventriloquist doll. The limbs are thinner and the face is more minimalist, but still no more frightening. “They usually have a symbiotic relationship, but it seems this one obeys the doll and will not want to face more punishment.” “What do you mean more punishment?” I ask, looking back down at the feverish puppet man as he tries signing frantically under the sheet, even putting his head under as the kid bites his arm and kicks him, screeching. “The nails, Sal. Those aren’t to silence him, they’re to punish him.” The rest happened in slow motion; the sheet fell down. The puppet man stood up and walked to his side of the fighters corner, facing the elevator and placing his face into his forearms as he shook. The boy followed to keep attacking, but with one swift kick to the midsection, the boy was propelled back to the centre of the pit where the doll sat. If there was a human face, I didn’t see it. Instead, I was staring down at a small wood carved spider, the head sporting black geisha hair and the makeup still present, but rows of sharpened black teeth protruded from the clicking mouth and two larger eyes jutted out from the base of the skull, smaller ones dotted closely around it. It was like seeing a puppet ogre spider. “Looks like The Puppet Man has let Mr. Stares out to say hi and I can certainly see why he was under that sheet, this one isn’t pretty folks! The face doth fit the name. The question is, what’s he doing to do ne- “I didn’t need to finish the question. My hands shook, and the world spun around me as this creature crawled towards the still wheezing boy with ungodly speed and perched itself expertly beside him. I don’t know if it was my eyes or the distance from where I sat, but this was NOT a small puppet. He was easily half of the boy’s height and that became more unnerving when he reared up on his back legs, the head clicking up and the raspy voice hissing out like a gas leak in a building. “Hey, hey, kid! Wanna make a deal?” The kid rubbed his eyes, seemingly realising where he was as he calmed down and an air of utter confusion around him. “If you let me be your new master and you promise to take care of me, I’ll let you go!” His head spun around and the jaw clicked ferociously as he giggled, extending out a clawed paw. “Whaddya say?” The boy, still confused, slowly reached out his hand and the moment immediately reminded me of a slew of nature shows I’d seen as a kid; where a predator waits until the prey is lulled before striking. I felt the chill up my spine as he extended his hand and grabbed Mr. Stares. In that moment, he leapt up the arm and bore his way into the boy’s mouth, down his throat and shredded his flesh. The sound was so horrifying, so visceral that it outshines any backyard stabbing, joint snap or broken nose. The boy didn’t even have time to scream, he simply looked up with tear-stained eyes as the puppet disappeared. Then he started walking without him realising. He looked down at his limbs, terrified, looked over at The Puppet Master, who still had his head to the elevator and pleaded with someone, anyone to help him. I looked to Nelle who refused to take her eyes away, studying the battle in an almost morbid scientific curiosity, detached entirely from the scenario. I couldn’t fathom how she did it, how she ignored this boy begging us to get him out of there. I wanted to. Every instinct in me as a fight fan and a decent human was to scream “STOP THE FIGHT!”. But clearly, when my own life is at risk and money is involved... I am not a decent human. Instead, with bile in my throat and a sweating forehead, I did my job. “M-My goodness! The P-uppet, I mean, “Mr. Stares” has BECAME the puppet master, surely the fight will be over with our young competitor incapacitated? What does our commissioner have to say about this?” She stared at me, her one eye gleaming and her face elated with the violence. “It ain’t over yet, church boy. We haven’t even seen the finale, have we Puppet Master?!” She laughs and slaps her knee, the puppet master sobbing as he sinks to the floor and she continues. “He ain’t done feeding, not yet.” The way she said that word “feeding” nearly made me lose what food I had in me. That was a young man, somebody's baby boy… “What does she mean by that, Nelle? What is the strategy to victory here?” Nelle looked down at her book and traced her finger across a passage before wiping her forehead and pushing the locks aside. If her composure wasn’t breaking yet, it would do soon. “This kind of parasitic doll feasts on its prey and targets non-essential organs first, controls the host with the neurotoxin in its tail and then, when it’s finally content, it gives the brain a second injection.” “What happens then?” I asked, my own professionalism hanging on by a fucking thread at this point. She shook her head and pinched the bridge of her nose.“I guess you’ll see in a moment, I sure as hell don’t want to. Not again.” Before I can prompt her further, the boy lets out an ear-piercing shriek and falls to his knees, gripping at his head before it turned red, then purple and finally an ugly shade of puce before… The sound of a watermelon hitting the ground from a great height is the best comparison you’re going to get without making me want to rush to the toilet to puke for a third time. But that’s what happened. His head burst and chunks of his skull, flesh and brain matter sprayed the pit and the walls, some hitting my desk and making me audibly shriek, much to the commissioner's delight. “HA! You didn’t run! I like you, Sal. You pass for the tournament!” She hauls her body up and slams down to the pit, applauding as the microphone descends from the heavens. “And your winner; The Puppet Man and Mr. Stares!” The crowd erupts with applause as the weeping puppet man pulls the blood-soaked puppet out, places him under the sheet and silently begins to walk back to the elevator while attendees clear up the boy’s corpse. “What… what the fuck IS this place?” I ask Nelle, pausing my recording. “This is where nightmares are kept and set upon mostly unwilling competitors for the world’s amusement. You HAVE done dark web fights before, right? Mafia snitches being put into lions pits, bum fights, addicts fighting women to score… this can’t be THAT unusual to you?” I stared at her incredulously. Was that even a question? “I did the dark web ONCE and it damn sure didn’t involve monsters!” She scoffs and closes her book, stretching before looking at me with contempt. “Oh, it did. Just not the ones you hear about in fairytales. Good luck with the selection process. I’ll be back for the opening round. Don’t try to run, they’ll devour us both in minutes, if you think this is the pinnacle of what lurks beneath this club, you're in for a rough night.” She sauntered off, leaving me deflated, sickened and terrified. Unable to leave and frustrated to the point of tears that I couldn’t express that concoction of emotions, I did what I always do; I regressed and pressed “record” on the device as Commissioner Alduin continued. At that moment, however, I was deaf to it all. The gravity of the situation had fully enveloped me… They weren’t kidding about the unwilling participants, I just didn’t realise I would be one of them.On every side of me sits men and women with a desire for violence that goes beyond the norm, beyond the sane and beyond the boundaries of humanity.Below me are an untold number of creatures rattling their cages and howling for blood. Across from me is a woman so powerful she could crush my skull beneath her boot with the utmost ease if it so amused her. That invitation was nothing more than my own ransom note in pretty colours and flattering platitudes. I was in a tournament housing nightmares incarnate. And it would only get more violent from here on out. - The opening round was a blood bath.
You've probably been hearing a lot about Bitcoin recently and are wondering what's the big deal? Most of your questions should be answered by the resources below but if you have additional questions feel free to ask them in the comments. It all started with the release of the release of Satoshi Nakamoto's whitepaper however that will probably go over the head of most readers so we recommend the following videos for a good starting point for understanding how bitcoin works and a little about its long term potential:
Limited Supply - There will only ever be 21,000,000 bitcoins created and they are issued in a predictable fashion, you can view the inflation schedule here. Once they are all issued Bitcoin will be truly deflationary. The halving countdown can be found here.
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Low fee scaling - On chain transaction fees depend on network demand and how much priority you wish to assign to the transaction. Most wallets calculate on chain fees automatically but you can view current fees here and mempool activity here. On chain fees may rise occasionally due to network demand, however instant micropayments that do not require confirmations are happening via the Lightning Network, a second layer scaling solution currently rolling out on the Bitcoin mainnet.
Borderless - No country can stop it from going in/out, even in areas currently unserved by traditional banking as the ledger is globally distributed.
Portable - Bitcoins are digital so they are easier to move than cash or gold. They can even be transported by simply memorizing a string of words for wallet recovery (while cool this method is generally not recommended due to potential for insecure key generation by inexperienced users. Hardware wallets are the preferred method for new users due to ease of use and additional security).
Bitcoin.org and BuyBitcoinWorldwide.com are helpful sites for beginners. You can buy or sell any amount of bitcoin (even just a few dollars worth) and there are several easy methods to purchase bitcoin with cash, credit card or bank transfer. Some of the more popular resources are below, also check out the bitcoinity exchange resources for a larger list of options for purchases.
Here is a listing of local ATMs. If you would like your paycheck automatically converted to bitcoin use Bitwage. Note: Bitcoins are valued at whatever market price people are willing to pay for them in balancing act of supply vs demand. Unlike traditional markets, bitcoin markets operate 24 hours per day, 365 days per year. Preev is a useful site that that shows how much various denominations of bitcoin are worth in different currencies. Alternatively you can just Google "1 bitcoin in (your local currency)".
Securing your bitcoins
With bitcoin you can "Be your own bank" and personally secure your bitcoins OR you can use third party companies aka "Bitcoin banks" which will hold the bitcoins for you.
If you prefer to "Be your own bank" and have direct control over your coins without having to use a trusted third party, then you will need to create your own wallet and keep it secure. If you want easy and secure storage without having to learn computer security best practices, then a hardware wallet such as the Trezor, Ledger or ColdCard is recommended. Alternatively there are many software wallet options to choose from here depending on your use case.
If you prefer to let third party "Bitcoin banks" manage your coins, try Gemini but be aware you may not be in control of your private keys in which case you would have to ask permission to access your funds and be exposed to third party risk.
Note: For increased security, use Two Factor Authentication (2FA) everywhere it is offered, including email! 2FA requires a second confirmation code to access your account making it much harder for thieves to gain access. Google Authenticator and Authy are the two most popular 2FA services, download links are below. Make sure you create backups of your 2FA codes.
As mentioned above, Bitcoin is decentralized, which by definition means there is no official website or Twitter handle or spokesperson or CEO. However, all money attracts thieves. This combination unfortunately results in scammers running official sounding names or pretending to be an authority on YouTube or social media. Many scammers throughout the years have claimed to be the inventor of Bitcoin. Websites like bitcoin(dot)com and the btc subreddit are active scams. Almost all altcoins (shitcoins) are marketed heavily with big promises but are really just designed to separate you from your bitcoin. So be careful: any resource, including all linked in this document, may in the future turn evil. Don't trust, verify. Also as they say in our community "Not your keys, not your coins".
Where can I spend bitcoins?
Check out spendabit or bitcoin directory for millions of merchant options. Also you can spend bitcoin anywhere visa is accepted with bitcoin debit cards such as the CashApp card. Some other useful site are listed below.
Mining bitcoins can be a fun learning experience, but be aware that you will most likely operate at a loss. Newcomers are often advised to stay away from mining unless they are only interested in it as a hobby similar to folding at home. If you want to learn more about mining you can read more here. Still have mining questions? The crew at /BitcoinMining would be happy to help you out. If you want to contribute to the bitcoin network by hosting the blockchain and propagating transactions you can run a full node using this setup guide. If you would prefer to keep it simple there are several good options. You can view the global node distribution here.
Just like any other form of money, you can also earn bitcoins by being paid to do a job.
You can also earn bitcoins by participating as a market maker on JoinMarket by allowing users to perform CoinJoin transactions with your bitcoins for a small fee (requires you to already have some bitcoins.
The following is a short list of ongoing projects that might be worth taking a look at if you are interested in current development in the bitcoin space.
One Bitcoin is quite large (hundreds of £/$/€) so people often deal in smaller units. The most common subunits are listed below:
one bitcoin is equal to 100 million satoshis
1,000 per bitcoin
used as default unit in recent Electrum wallet releases
1,000,000 per bitcoin
colloquial "slang" term for microbitcoin (μBTC)
100,000,000 per bitcoin
smallest unit in bitcoin, named after the inventor
For example, assuming an arbitrary exchange rate of $10000 for one Bitcoin, a $10 meal would equal:
For more information check out the Bitcoin units wiki. Still have questions? Feel free to ask in the comments below or stick around for our weekly Mentor Monday thread. If you decide to post a question in /Bitcoin, please use the search bar to see if it has been answered before, and remember to follow the community rules outlined on the sidebar to receive a better response. The mods are busy helping manage our community so please do not message them unless you notice problems with the functionality of the subreddit. Note: This is a community created FAQ. If you notice anything missing from the FAQ or that requires clarification you can edit it here and it will be included in the next revision pending approval. Welcome to the Bitcoin community and the new decentralized economy!
Taproot! Everybody wants to have it, somebody wants to make it, nobody knows how to get it! (If you are asking why everybody wants it, see: Technical: Taproot: Why Activate?) (Pedants: I mostly elide over lockin times) Briefly, Taproot is that neat new thing that gets us:
Multisignatures (n-of-n, k-of-n) that are just 1 signature (1-of-1) in length!! (MuSig/Schnorr)
Better privacy!! If all contract participants can agree, just use a multisignature. If there is a dispute, show the contract publicly and have the Bitcoin network resolve it (Taproot/MAST).
Activation lets devs work get back to work on the even newer stuff like!!!
Cross-input signature aggregation!! (transaction with multiple inputs can have a single signature for all inputs) --- needs Schnorr, but some more work needed to ensure that the interactions with SCRIPT are okay.
Block validation - Schnorr signatures for all taproot spends in a block can be validated in a single operation instead of for each transaction!! Speed up validation and maybe we can actually afford to increase block sizes (maybe)!!
SIGHASH_ANYPREVOUT - you know, for Decker-Russell-Osuntokun ("eltoo") magic!!!
OP_CHECKTEMPLATEVERIFY - vaulty vaults without requiring storing signatures, just transaction details!!
So yes, let's activate taproot!
The SegWit Wars
The biggest problem with activating Taproot is PTSD from the previous softfork, SegWit. Pieter Wuille, one of the authors of the current Taproot proposal, has consistently held the position that he will not discuss activation, and will accept whatever activation process is imposed on Taproot. Other developers have expressed similar opinions. So what happened with SegWit activation that was so traumatic? SegWit used the BIP9 activation method. Let's dive into BIP9!
bit - A field in the block header, the nVersion, has a number of bits. By setting a particular bit, the miner making the block indicates that it has upgraded its software to support a particular soft fork. The bit parameter for a BIP9 activation is which bit in this nVersion is used to indicate that the miner has upgraded software for a particular soft fork.
timeout - a time limit, expressed as an end date. If this timeout is reached without sufficient number of miners signaling that they upgraded, then the activation fails and Bitcoin Core goes back to the drawing board.
Now there are other parameters (name, starttime) but they are not anywhere near as important as the above two. A number that is not a parameter, is 95%. Basically, activation of a BIP9 softfork is considered as actually succeeding if at least 95% of blocks in the last 2 weeks had the specified bit in the nVersion set. If less than 95% had this bit set before the timeout, then the upgrade fails and never goes into the network. This is not a parameter: it is a constant defined by BIP9, and developers using BIP9 activation cannot change this. So, first some simple questions and their answers:
Why not just set a day when everyone starts imposing the new rules of the softfork?
This was done classically (in the days when Satoshi was still among us). But this might argued to put too much power to developers, since there would be no way to reject an upgrade without possible bad consequences. For example, developers might package an upgrade that the users do not want, together with vital security bugfixes. Either you live without vital security bugfixes and hire some other developers to fix it for you (which can be difficult, presumably the best developers are already the ones working on the codebase) or you get the vital security bugfixes and implicitly support the upgrade you might not want.
Sure, you could fork the code yourself (the ultimate threat in the FOSS world) and hire another set of developers who aren't assholes to do the dreary maintenance work of fixing security bugs, but Bitcoin needs strong bug-for-bug compatibility so everyone should really congregate around a single codebase.
Basically: even the devs do not want this power, because they fear being coerced into putting "upgrades" that are detrimental to users. Satoshi got a pass because nobody knew who he was and how to coerce him.
Suppose the threshold were lower, like 51%. If so, after activation, somebody can disrupt the Bitcoin network by creating a transaction that is valid under the pre-softfork rules, but are invalid under the post-softfork rules. Upgraded nodes would reject it, but 49% of miners would accept it and include it in a block (which makes the block invalid) And then the same 49% would accept the invalid block and build on top of that, possibly creating a short chain of doomed invalid blocks that confirm an invalid spend. This can confuse SPV wallets, who might see multiple confirmations of a transaction and accept the funds, but later find that in fact it is invalid under the now-activated softfork rules.
Thus, a very high threshold was imposed. 95% is considered safe. 50% is definitely not safe. Due to variance in the mining process, 80% could also be potentially unsafe (i.e. 80% of blocks signaling might have a good chance of coming from only 60% of miners), so a threshold of 95% was considered "safe enough for Bitcoin work".
Why have a timeout that disables the upgrade?
Before BIP9, what was used was either flag day or BIP34. BIP34 had no flag day of activation or a bit, instead, it was just a 95% threshold to signal an nVersion value greater than a specific value. Actually, it was two thresholds: at 75%, blocks with the new nVersion would have the new softfork rules imposed, but at 95% blocks with the old nVersion would be rejected (and only the new blocks, with the new softfork rules, were accepted). For one, between 75% and 95%, there was a situation where the softfork was only "partially imposed", only blocks signaling the new rules would actually have those rules, but blocks with the old rules were still valid. This was fine for BIP34, which only added rules for miners with negligible use for non-miners.
The reasons miners signalled support was because they felt they were being pressured to signal support. So they signalled support, with plans to actually upgrade later, but because of the widespread signalling, the new BIP66 version locked in before upgrade plans were finished. Thus, the timeout that disables the upgrade was added in BIP9 to allow miners an escape hatch.
The Great Battles of the SegWit Wars
SegWit not only fixed transaction malleability, it also created a practical softforkable blocksize increase that also rebalanced weights so that the cost of spending a UTXO is about the same as the cost of creating UTXOs (and spending UTXOs is "better" since it limits the size of the UTXO set that every fullnode has to maintain). So SegWit was written, the activation was decided to be BIP9, and then.... miner signalling stalled at below 75%. Thus were the Great SegWit Wars started.
BIP9 Feature Hostage
If you are a miner with at least 5% global hashpower, you can hold a BIP9-activated softfork hostage. You might even secretly want the softfork to actually push through. But you might want to extract concession from the users and the developers. Like removing the halvening. Or raising or even removing the block size caps (which helps larger miners more than smaller miners, making it easier to become a bigger fish that eats all the smaller fishes). Or whatever. With BIP9, you can hold the softfork hostage. You just hold out and refuse to signal. You tell everyone you will signal, if and only if certain concessions are given to you. This ability by miners to hold a feature hostage was enabled because of the miner-exit allowed by the timeout on BIP9. Prior to that, miners were considered little more than expendable security guards, paid for the risk they take to secure the network, but not special in the grand scheme of Bitcoin.
ASICBoost was a novel way of optimizing SHA256 mining, by taking advantage of the structure of the 80-byte header that is hashed in order to perform proof-of-work. The details of ASICBoost are out-of-scope here but you can read about it elsewhere Here is a short summary of the two types of ASICBoost, relevant to the activation discussion.
Overt ASICBoost - Manipulates the unused bits in nVersion to reduce power consumption in mining.
Covert ASICBoost - Manipulates the order of transactions in the block to reduce power consumption in mining.
Now, "overt" means "obvious", while "covert" means hidden. Overt ASICBoost is obvious because nVersion bits that are not currently in use for BIP9 activations are usually 0 by default, so setting those bits to 1 makes it obvious that you are doing something weird (namely, Overt ASICBoost). Covert ASICBoost is non-obvious because the order of transactions in a block are up to the miner anyway, so the miner rearranging the transactions in order to get lower power consumption is not going to be detected. Unfortunately, while Overt ASICBoost was compatible with SegWit, Covert ASICBoost was not. This is because, pre-SegWit, only the block header Merkle tree committed to the transaction ordering. However, with SegWit, another Merkle tree exists, which commits to transaction ordering as well. Covert ASICBoost would require more computation to manipulate two Merkle trees, obviating the power benefits of Covert ASICBoost anyway. Now, miners want to use ASICBoost (indeed, about 60->70% of current miners probably use the Overt ASICBoost nowadays; if you have a Bitcoin fullnode running you will see the logs with lots of "60 of last 100 blocks had unexpected versions" which is exactly what you would see with the nVersion manipulation that Overt ASICBoost does). But remember: ASICBoost was, at around the time, a novel improvement. Not all miners had ASICBoost hardware. Those who did, did not want it known that they had ASICBoost hardware, and wanted to do Covert ASICBoost! But Covert ASICBoost is incompatible with SegWit, because SegWit actually has two Merkle trees of transaction data, and Covert ASICBoost works by fudging around with transaction ordering in a block, and recomputing two Merkle Trees is more expensive than recomputing just one (and loses the ASICBoost advantage). Of course, those miners that wanted Covert ASICBoost did not want to openly admit that they had ASICBoost hardware, they wanted to keep their advantage secret because miners are strongly competitive in a very tight market. And doing ASICBoost Covertly was just the ticket, but they could not work post-SegWit. Fortunately, due to the BIP9 activation process, they could hold SegWit hostage while covertly taking advantage of Covert ASICBoost!
UASF: BIP148 and BIP8
When the incompatibility between Covert ASICBoost and SegWit was realized, still, activation of SegWit stalled, and miners were still not openly claiming that ASICBoost was related to non-activation of SegWit. Eventually, a new proposal was created: BIP148. With this rule, 3 months before the end of the SegWit timeout, nodes would reject blocks that did not signal SegWit. Thus, 3 months before SegWit timeout, BIP148 would force activation of SegWit. This proposal was not accepted by Bitcoin Core, due to the shortening of the timeout (it effectively times out 3 months before the initial SegWit timeout). Instead, a fork of Bitcoin Core was created which added the patch to comply with BIP148. This was claimed as a User Activated Soft Fork, UASF, since users could freely download the alternate fork rather than sticking with the developers of Bitcoin Core. Now, BIP148 effectively is just a BIP9 activation, except at its (earlier) timeout, the new rules would be activated anyway (instead of the BIP9-mandated behavior that the upgrade is cancelled at the end of the timeout). BIP148 was actually inspired by the BIP8 proposal (the link here is a historical version; BIP8 has been updated recently, precisely in preparation for Taproot activation). BIP8 is basically BIP9, but at the end of timeout, the softfork is activated anyway rather than cancelled. This removed the ability of miners to hold the softfork hostage. At best, they can delay the activation, but not stop it entirely by holding out as in BIP9. Of course, this implies risk that not all miners have upgraded before activation, leading to possible losses for SPV users, as well as again re-pressuring miners to signal activation, possibly without the miners actually upgrading their software to properly impose the new softfork rules.
BIP91, SegWit2X, and The Aftermath
BIP148 inspired countermeasures, possibly from the Covert ASiCBoost miners, possibly from concerned users who wanted to offer concessions to miners. To this day, the common name for BIP148 - UASF - remains an emotionally-charged rallying cry for parts of the Bitcoin community. One of these was SegWit2X. This was brokered in a deal between some Bitcoin personalities at a conference in New York, and thus part of the so-called "New York Agreement" or NYA, another emotionally-charged acronym. The text of the NYA was basically:
Set up a new activation threshold at 80% signalled at bit 4 (vs bit 1 for SegWit).
When this 80% signalling was reached, miners would require that bit 1 for SegWit be signalled to achive the 95% activation needed for SegWit.
If the bit 4 signalling reached 80%, increase the block weight limit from the SegWit 4000000 to the SegWit2X 8000000, 6 months after bit 1 activation.
The first item above was coded in BIP91. Unfortunately, if you read the BIP91, independently of NYA, you might come to the conclusion that BIP91 was only about lowering the threshold to 80%. In particular, BIP91 never mentions anything about the second point above, it never mentions that bit 4 80% threshold would also signal for a later hardfork increase in weight limit. Because of this, even though there are claims that NYA (SegWit2X) reached 80% dominance, a close reading of BIP91 shows that the 80% dominance was only for SegWit activation, without necessarily a later 2x capacity hardfork (SegWit2X). This ambiguity of bit 4 (NYA says it includes a 2x capacity hardfork, BIP91 says it does not) has continued to be a thorn in blocksize debates later. Economically speaking, Bitcoin futures between SegWit and SegWit2X showed strong economic dominance in favor of SegWit (SegWit2X futures were traded at a fraction in value of SegWit futures: I personally made a tidy but small amount of money betting against SegWit2X in the futures market), so suggesting that NYA achieved 80% dominance even in mining is laughable, but the NYA text that ties bit 4 to SegWit2X still exists. Historically, BIP91 triggered which caused SegWit to activate before the BIP148 shorter timeout. BIP148 proponents continue to hold this day that it was the BIP148 shorter timeout and no-compromises-activate-on-August-1 that made miners flock to BIP91 as a face-saving tactic that actually removed the second clause of NYA. NYA supporters keep pointing to the bit 4 text in the NYA and the historical activation of BIP91 as a failed promise by Bitcoin developers.
We have discussed BIP8: roughly, it has bit and timeout, if 95% of miners signal bit it activates, at the end of timeout it activates. (EDIT: BIP8 has had recent updates: at the end of timeout it can now activate or fail. For the most part, in the below text "BIP8", means BIP8-and-activate-at-timeout, and "BIP9" means BIP8-and-fail-at-timeout) So let's take a look at Modern Softfork Activation!
Modern Softfork Activation
This is a more complex activation method, composed of BIP9 and BIP8 as supcomponents.
First have a 12-month BIP9 (fail at timeout).
If the above fails to activate, have a 6-month discussion period during which users and developers and miners discuss whether to continue to step 3.
Have a 24-month BIP8 (activate at timeout).
The total above is 42 months, if you are counting: 3.5 years worst-case activation. The logic here is that if there are no problems, BIP9 will work just fine anyway. And if there are problems, the 6-month period should weed it out. Finally, miners cannot hold the feature hostage since the 24-month BIP8 period will exist anyway.
PSA: Being Resilient to Upgrades
Software is very birttle. Anyone who has been using software for a long time has experienced something like this:
You hear a new version of your favorite software has a nice new feature.
Excited, you install the new version.
You find that the new version has subtle incompatibilities with your current workflow.
You are sad and downgrade to the older version.
You find out that the new version has changed your files in incompatible ways that the old version cannot work with anymore.
You tearfully reinstall the newer version and figure out how to get your lost productivity now that you have to adapt to a new workflow
If you are a technically-competent user, you might codify your workflow into a bunch of programs. And then you upgrade one of the external pieces of software you are using, and find that it has a subtle incompatibility with your current workflow which is based on a bunch of simple programs you wrote yourself. And if those simple programs are used as the basis of some important production system, you hve just screwed up because you upgraded software on an important production system. And well, one of the issues with new softfork activation is that if not enough people (users and miners) upgrade to the newest Bitcoin software, the security of the new softfork rules are at risk. Upgrading software of any kind is always a risk, and the more software you build on top of the software-being-upgraded, the greater you risk your tower of software collapsing while you change its foundations. So if you have some complex Bitcoin-manipulating system with Bitcoin somewhere at the foundations, consider running two Bitcoin nodes:
One is a "stable-version" Bitcoin node. Once it has synced, set it up to connect=x.x.x.x to the second node below (so that your ISP bandwidth is only spent on the second node). Use this node to run all your software: it's a stable version that you don't change for long periods of time. Enable txiindex, disable pruning, whatever your software needs.
The other is an "always-up-to-date" Bitcoin Node. Keep its stoarge down with pruning (initially sync it off the "stable-version" node). You can't use blocksonly if your "stable-version" node needs to send transactions, but otherwise this "always-up-to-date" Bitcoin node can be kept as a low-resource node, so you can run both nodes in the same machine.
When a new Bitcoin version comes up, you just upgrade the "always-up-to-date" Bitcoin node. This protects you if a future softfork activates, you will only receive valid Bitcoin blocks and transactions. Since this node has nothing running on top of it, it is just a special peer of the "stable-version" node, any software incompatibilities with your system software do not exist. Your "stable-version" Bitcoin node remains the same version until you are ready to actually upgrade this node and are prepared to rewrite most of the software you have running on top of it due to version compatibility problems. When upgrading the "always-up-to-date", you can bring it down safely and then start it later. Your "stable-version" wil keep running, disconnected from the network, but otherwise still available for whatever queries. You do need some system to stop the "always-up-to-date" node if for any reason the "stable-version" goes down (otherwisee if the "always-up-to-date" advances its pruning window past what your "stable-version" has, the "stable-version" cannot sync afterwards), but if you are technically competent enough that you need to do this, you are technically competent enough to write such a trivial monitor program (EDIT: gmax notes you can adjust the pruning window by RPC commands to help with this as well). This recommendation is from gmaxwell on IRC, by the way.
How EpiK Protocol “Saved the Miners” from Filecoin with the E2P Storage Model?
https://preview.redd.it/n5jzxozn27v51.png?width=2222&format=png&auto=webp&s=6cd6bd726582bbe2c595e1e467aeb3fc8aabe36f On October 20, Eric Yao, Head of EpiK China, and Leo, Co-Founder & CTO of EpiK, visited Deep Chain Online Salon, and discussed “How EpiK saved the miners eliminated by Filecoin by launching E2P storage model”. ‘?” The following is a transcript of the sharing. Sharing Session Eric: Hello, everyone, I’m Eric, graduated from School of Information Science, Tsinghua University. My Master’s research was on data storage and big data computing, and I published a number of industry top conference papers. Since 2013, I have invested in Bitcoin, Ethereum, Ripple, Dogcoin, EOS and other well-known blockchain projects, and have been settling in the chain circle as an early technology-based investor and industry observer with 2 years of blockchain experience. I am also a blockchain community initiator and technology evangelist Leo: Hi, I’m Leo, I’m the CTO of EpiK. Before I got involved in founding EpiK, I spent 3 to 4 years working on blockchain, public chain, wallets, browsers, decentralized exchanges, task distribution platforms, smart contracts, etc., and I’ve made some great products. EpiK is an answer to the question we’ve been asking for years about how blockchain should be landed, and we hope that EpiK is fortunate enough to be an answer for you as well. Q & A Deep Chain Finance: First of all, let me ask Eric, on October 15, Filecoin’s main website launched, which aroused everyone’s attention, but at the same time, the calls for fork within Filecoin never stopped. The EpiK protocol is one of them. What I want to know is, what kind of project is EpiK Protocol? For what reason did you choose to fork in the first place? What are the differences between the forked project and Filecoin itself? Eric: First of all, let me answer the first question, what kind of project is EpiK Protocol. With the Fourth Industrial Revolution already upon us, comprehensive intelligence is one of the core goals of this stage, and the key to comprehensive intelligence is how to make machines understand what humans know and learn new knowledge based on what they already know. And the knowledge graph scale is a key step towards full intelligence. In order to solve the many challenges of building large-scale knowledge graphs, the EpiK Protocol was born. EpiK Protocol is a decentralized, hyper-scale knowledge graph that organizes and incentivizes knowledge through decentralized storage technology, decentralized autonomous organizations, and generalized economic models. Members of the global community will expand the horizons of artificial intelligence into a smarter future by organizing all areas of human knowledge into a knowledge map that will be shared and continuously updated for the eternal knowledge vault of humanity And then, for what reason was the fork chosen in the first place? EpiK’s project founders are all senior blockchain industry practitioners and have been closely following the industry development and application scenarios, among which decentralized storage is a very fresh application scenario. However, in the development process of Filecoin, the team found that due to some design mechanisms and historical reasons, the team found that Filecoin had some deviations from the original intention of the project at that time, such as the overly harsh penalty mechanism triggered by the threat to weaken security, and the emergence of the computing power competition leading to the emergence of computing power monopoly by large miners, thus monopolizing the packaging rights, which can be brushed with computing power by uploading useless data themselves. The emergence of these problems will cause the data environment on Filecoin to get worse and worse, which will lead to the lack of real value of the data in the chain, high data redundancy, and the difficulty of commercializing the project to land. After paying attention to the above problems, the project owner proposes to introduce multi-party roles and a decentralized collaboration platform DAO to ensure the high value of the data on the chain through a reasonable economic model and incentive mechanism, and store the high-value data: knowledge graph on the blockchain through decentralized storage, so that the lack of value of the data on the chain and the monopoly of large miners’ computing power can be solved to a large extent. Finally, what differences exist between the forked project and Filecoin itself? On the basis of the above-mentioned issues, EpiK’s design is very different from Filecoin, first of all, EpiK is more focused in terms of business model, and it faces a different market and track from the cloud storage market where Filecoin is located because decentralized storage has no advantage over professional centralized cloud storage in terms of storage cost and user experience. EpiK focuses on building a decentralized knowledge graph, which reduces data redundancy and safeguards the value of data in the distributed storage chain while preventing the knowledge graph from being tampered with by a few people, thus making the commercialization of the entire project reasonable and feasible. From the perspective of ecological construction, EpiK treats miners more friendly and solves the pain point of Filecoin to a large extent, firstly, it changes the storage collateral and commitment collateral of Filecoin to one-time collateral. Miners participating in EpiK Protocol are only required to pledge 1000 EPK per miner, and only once before mining, not in each sector. What is the concept of 1000 EPKs, you only need to participate in pre-mining for about 50 days to get this portion of the tokens used for pledging. The EPK pre-mining campaign is currently underway, and it runs from early September to December, with a daily release of 50,000 ERC-20 standard EPKs, and the pre-mining nodes whose applications are approved will divide these tokens according to the mining ratio of the day, and these tokens can be exchanged 1:1 directly after they are launched on the main network. This move will continue to expand the number of miners eligible to participate in EPK mining. Secondly, EpiK has a more lenient penalty mechanism, which is different from Filecoin’s official consensus, storage and contract penalties, because the protocol can only be uploaded by field experts, which is the “Expert to Person” mode. Every miner needs to be backed up, which means that if one or more miners are offline in the network, it will not have much impact on the network, and the miner who fails to upload the proof of time and space in time due to being offline will only be forfeited by the authorities for the effective computing power of this sector, not forfeiting the pledged coins. If the miner can re-submit the proof of time and space within 28 days, he will regain the power. Unlike Filecoin’s 32GB sectors, EpiK’s encapsulated sectors are smaller, only 8M each, which will solve Filecoin’s sector space wastage problem to a great extent, and all miners have the opportunity to complete the fast encapsulation, which is very friendly to miners with small computing power. The data and quality constraints will also ensure that the effective computing power gap between large and small miners will not be closed. Finally, unlike Filecoin’s P2P data uploading model, EpiK changes the data uploading and maintenance to E2P uploading, that is, field experts upload and ensure the quality and value of the data on the chain, and at the same time introduce the game relationship between data storage roles and data generation roles through a rational economic model to ensure the stability of the whole system and the continuous high-quality output of the data on the chain. Deep Chain Finance: Eric, on the eve of Filecoin’s mainline launch, issues such as Filecoin’s pre-collateral have aroused a lot of controversy among the miners. In your opinion, what kind of impact will Filecoin bring to itself and the whole distributed storage ecosystem after it launches? Do you think that the current confusing FIL prices are reasonable and what should be the normal price of FIL? Eric: Filecoin mainnet has launched and many potential problems have been exposed, such as the aforementioned high pre-security problem, the storage resource waste and computing power monopoly caused by unreasonable sector encapsulation, and the harsh penalty mechanism, etc. These problems are quite serious, and will greatly affect the development of Filecoin ecology. These problems are relatively serious, and will greatly affect the development of Filecoin ecology, here are two examples to illustrate. For example, the problem of big miners computing power monopoly, now after the big miners have monopolized computing power, there will be a very delicate state — — the miners save a file data with ordinary users. There is no way to verify this matter in the chain, whether what he saved is uploaded by himself or someone else. And after the big miners have monopolized computing power, there will be a very delicate state — — the miners will save a file data with ordinary users, there is no way to verify this matter in the chain, whether what he saved is uploaded by himself or someone else. Because I can fake another identity to upload data for myself, but that leads to the fact that for any miner I go to choose which data to save. I have only one goal, and that is to brush my computing power and how fast I can brush my computing power. There is no difference between saving other people’s data and saving my own data in the matter of computing power. When I save someone else’s data, I don’t know that data. Somewhere in the world, the bandwidth quality between me and him may not be good enough. The best option is to store my own local data, which makes sense, and that results in no one being able to store data on the chain at all. They only store their own data, because it’s the most economical for them, and the network has essentially no storage utility, no one is providing storage for the masses of retail users. The harsh penalty mechanism will also severely deplete the miner’s profits, because DDOS attacks are actually a very common attack technique for the attacker, and for a big miner, he can get a very high profit in a short period of time if he attacks other customers, and this thing is a profitable thing for all big miners. Now as far as the status quo is concerned, the vast majority of miners are actually not very well maintained, so they are not very well protected against these low-DDOS attacks. So the penalty regime is grim for them. The contradiction between the unreasonable system and the demand will inevitably lead to the evolution of the system in a more reasonable direction, so there will be many forked projects that are more reasonable in terms of mechanism, thus attracting Filecoin miners and a diversion of storage power. Since each project is in the field of decentralized storage track, the demand for miners is similar or even compatible with each other, so miners will tend to fork the projects with better economic benefits and business scenarios, so as to filter out the projects with real value on the ground. For the chaotic FIL price, because FIL is also a project that has gone through several years, carrying too many expectations, so it can only be said that the current situation has its own reasons for existence. As for the reasonable price of FIL there is no way to make a prediction because in the long run, it is necessary to consider the commercialization of the project to land and the value of the actual chain of data. In other words, we need to keep observing whether Filecoin will become a game of computing power or a real value carrier. Deep Chain Finance: Leo, we just mentioned that the pre-collateral issue of Filecoin caused the dissatisfaction of miners, and after Filecoin launches on the main website, the second round of space race test coins were directly turned into real coins, and the official selling of FIL hit the market phenomenon, so many miners said they were betrayed. What I want to know is, EpiK’s main motto is “save the miners eliminated by Filecoin”, how to deal with the various problems of Filecoin, and how will EpiK achieve “save”? Leo: Originally Filecoin’s tacit approval of the computing power makeup behavior was to declare that the official directly chose to abandon the small miners. And this test coin turned real coin also hurt the interests of the loyal big miners in one cut, we do not know why these low-level problems, we can only regret. EpiK didn’t do it to fork Filecoin, but because EpiK to build a shared knowledge graph ecology, had to integrate decentralized storage in, so the most hardcore Filecoin’s PoRep and PoSt decentralized verification technology was chosen. In order to ensure the quality of knowledge graph data, EpiK only allows community-voted field experts to upload data, so EpiK naturally prevents miners from making up computing power, and there is no reason for the data that has no value to take up such an expensive decentralized storage resource. With the inability to make up computing power, the difference between big miners and small miners is minimal when the amount of knowledge graph data is small. We can’t say that we can save the big miners, but we are definitely the optimal choice for the small miners who are currently in the market to be eliminated by Filecoin. Deep Chain Finance: Let me ask Eric: According to EpiK protocol, EpiK adopts the E2P model, which allows only experts in the field who are voted to upload their data. This is very different from Filecoin’s P2P model, which allows individuals to upload data as they wish. In your opinion, what are the advantages of the E2P model? If only voted experts can upload data, does that mean that the EpiK protocol is not available to everyone? Eric: First, let me explain the advantages of the E2P model over the P2P model. There are five roles in the DAO ecosystem: miner, coin holder, field expert, bounty hunter and gateway. These five roles allocate the EPKs generated every day when the main network is launched. The miner owns 75% of the EPKs, the field expert owns 9% of the EPKs, and the voting user shares 1% of the EPKs. The other 15% of the EPK will fluctuate based on the daily traffic to the network, and the 15% is partly a game between the miner and the field expert. The first describes the relationship between the two roles. The first group of field experts are selected by the Foundation, who cover different areas of knowledge (a wide range of knowledge here, including not only serious subjects, but also home, food, travel, etc.) This group of field experts can recommend the next group of field experts, and the recommended experts only need to get 100,000 EPK votes to become field experts. The field expert’s role is to submit high-quality data to the miner, who is responsible for encapsulating this data into blocks. Network activity is judged by the amount of EPKs pledged by the entire network for daily traffic (1 EPK = 10 MB/day), with a higher percentage indicating higher data demand, which requires the miner to increase bandwidth quality. If the data demand decreases, this requires field experts to provide higher quality data. This is similar to a library with more visitors needing more seats, i.e., paying the miner to upgrade the bandwidth. When there are fewer visitors, more money is needed to buy better quality books to attract visitors, i.e., money for bounty hunters and field experts to generate more quality knowledge graph data. The game between miners and field experts is the most important game in the ecosystem, unlike the game between the authorities and big miners in the Filecoin ecosystem. The game relationship between data producers and data storers and a more rational economic model will inevitably lead to an E2P model that generates stored on-chain data of much higher quality than the P2P model, and the quality of bandwidth for data access will be better than the P2P model, resulting in greater business value and better landing scenarios. I will then answer the question of whether this means that the EpiK protocol will not be universally accessible to all. The E2P model only qualifies the quality of the data generated and stored, not the roles in the ecosystem; on the contrary, with the introduction of the DAO model, the variety of roles introduced in the EpiK ecosystem (which includes the roles of ordinary people) is not limited. (Bounty hunters who can be competent in their tasks) gives roles and possibilities for how everyone can participate in the system in a more logical way. For example, a miner with computing power can provide storage, a person with a certain domain knowledge can apply to become an expert (this includes history, technology, travel, comics, food, etc.), and a person willing to mark and correct data can become a bounty hunter. The presence of various efficient support tools from the project owner will lower the barriers to entry for various roles, thus allowing different people to do their part in the system and together contribute to the ongoing generation of a high-quality decentralized knowledge graph. Deep Chain Finance: Leo, some time ago, EpiK released a white paper and an economy whitepaper, explaining the EpiK concept from the perspective of technology and economy model respectively. What I would like to ask is, what are the shortcomings of the current distributed storage projects, and how will EpiK protocol be improved? Leo: Distributed storage can easily be misunderstood as those of Ali’s OceanDB, but in the field of blockchain, we should focus on decentralized storage first. There is a big problem with the decentralized storage on the market now, which is “why not eat meat porridge”. How to understand it? Decentralized storage is cheaper than centralized storage because of its technical principle, and if it is, the centralized storage is too rubbish for comparison. What incentive does the average user have to spend more money on decentralized storage to store data? Is it safer? Existence miners can shut down at any time on decentralized storage by no means save a share of security in Ariadne and Amazon each. More private? There’s no difference between encrypted presence on decentralized storage and encrypted presence on Amazon. Faster? The 10,000 gigabytes of bandwidth in decentralized storage simply doesn’t compare to the fiber in a centralized server room. This is the root problem of the business model, no one is using it, no one is buying it, so what’s the big vision. The goal of EpiK is to guide all community participants in the co-construction and sharing of field knowledge graph data, which is the best way for robots to understand human knowledge, and the more knowledge graph data there is, the more knowledge a robot has, the more intelligent it is exponentially, i.e., EpiK uses decentralized storage technology. The value of exponentially growing data is captured with linearly growing hardware costs, and that’s where the buy-in for EPK comes in. Organized data is worth a lot more than organized hard drives, and there is a demand for EPK when robots have the need for intelligence. Deep Chain Finance: Let me ask Leo, how many forked projects does Filecoin have so far, roughly? Do you think there will be more or less waves of fork after the mainnet launches? Have the requirements of the miners at large changed when it comes to participation? Leo: We don’t have specific statistics, now that the main network launches, we feel that forking projects will increase, there are so many restricted miners in the market that they need to be organized efficiently. However, we currently see that most forked projects are simply modifying the parameters of Filecoin’s economy model, which is undesirable, and this level of modification can’t change the status quo of miners making up computing power, and the change to the market is just to make some of the big miners feel more comfortable digging up, which won’t help to promote the decentralized storage ecology to land. We need more reasonable landing scenarios so that idle mining resources can be turned into effective productivity, pitching a 100x coin instead of committing to one Fomo sentiment after another. Deep Chain Finance: How far along is the EpiK Protocol project, Eric? What other big moves are coming in the near future? Eric: The development of the EpiK Protocol is divided into 5 major phases. (a) Phase I testing of the network “Obelisk”. Phase II Main Network 1.0 “Rosetta”. Phase III Main Network 2.0 “Hammurabi”. (a) The Phase IV Enrichment Knowledge Mapping Toolkit. The fifth stage is to enrich the knowledge graph application ecology. Currently in the first phase of testing network “Obelisk”, anyone can sign up to participate in the test network pre-mining test to obtain ERC20 EPK tokens, after the mainnet exchange on a one-to-one basis. We have recently launched ERC20 EPK on Uniswap, you can buy and sell it freely on Uniswap or download our EpiK mobile wallet. In addition, we will soon launch the EpiK Bounty platform, and welcome all community members to do tasks together to build the EpiK community. At the same time, we are also pushing forward the centralized exchange for token listing. Users’ Questions User 1: Some KOLs said, Filecoin consumed its value in the next few years, so it will plunge, what do you think? Eric: First of all, the judgment of the market is to correspond to the cycle, not optimistic about the FIL first judgment to do is not optimistic about the economic model of the project, or not optimistic about the distributed storage track. First of all, we are very confident in the distributed storage track and will certainly face a process of growth and decline, so as to make a choice for a better project. Since the existing group of miners and the computing power already produced is fixed, and since EpiK miners and FIL miners are compatible, anytime miners will also make a choice for more promising and economically viable projects. Filecoin consumes the value of the next few years this time, so it will plunge. Regarding the market issues, the plunge is not a prediction, in the industry or to keep learning iteration and value judgment. Because up and down market sentiment is one aspect, there will be more very important factors. For example, the big washout in March this year, so it can only be said that it will slow down the development of the FIL community. But prices are indeed unpredictable. User2: Actually, in the end, if there are no applications and no one really uploads data, the market value will drop, so what are the landing applications of EpiK? Leo: The best and most direct application of EpiK’s knowledge graph is the question and answer system, which can be an intelligent legal advisor, an intelligent medical advisor, an intelligent chef, an intelligent tour guide, an intelligent game strategy, and so on.
A criticism of the article "Six monetarist errors: why emission won't feed inflation"
(be gentle, it's my first RI attempt, :P; I hope I can make justice to the subject, this is my layman understanding of many macro subjects which may be flawed...I hope you can illuminate me if I have fallen short of a good RI) Introduction So, today a heterodox leaning Argentinian newspaper, Ambito Financiero, published an article criticizing monetarism called "Six monetarist errors: why emission won't feed inflation". I find it doesn't properly address monetarism, confuses it with other "economic schools" for whatever the term is worth today and it may be misleading, so I was inspired to write a refutation and share it with all of you. In some ways criticizing monetarism is more of a historical discussion given the mainstream has changed since then. Stuff like New Keynesian models are the bleeding edge, not Milton Friedman style monetarism. It's more of a symptom that Argentinian political culture is kind of stuck in the 70s on economics that this things keep being discussed. Before getting to the meat of the argument, it's good to have in mind some common definitions about money supply measures (specifically, MB, M1 and M2). These definitions apply to US but one can find analogous stuff for other countries. Argentina, for the lack of access to credit given its economic mismanagement and a government income decrease because of the recession, is monetizing deficits way more than before (like half of the budget, apparently, it's money financed) yet we have seen some disinflation (worth mentioning there are widespread price freezes since a few months ago). The author reasons that monetary phenomena cannot explain inflation properly and that other explanations are needed and condemns monetarism. Here are the six points he makes: 1.Is it a mechanical rule?
This way, we can ask by symmetry: if a certainty exists that when emission increases, inflation increases, the reverse should happen when emission becomes negative, obtaining negative inflation. Nonetheless, we know this happens: prices have an easier time increasing and a lot of rigidity decreasing. So the identity between emission and inflation is not like that, deflation almost never exists and the price movement rhythm cannot be controlled remotely only with money quantity. There is no mechanical relationship between one thing and the other.
First, the low hanging fruit: deflation is not that uncommon, for those of you that live in US and Europe it should be obvious given the difficulties central banks had to achieve their targets, but even Argentina has seen deflation during its depression 20 years ago. Second, we have to be careful with what we mean by emission. A statement of quantity theory of money (extracted from "Money Growth and Inflation: How Long is the Long-Run?") would say:
Inflation occurs when the average level of prices increases. Individual price increases in and of themselves do not equal inflation, but an overall pattern of price increases does. The price level observed in the economy is that which leads the quantity of money supplied to equal the quantity of money demanded. The quantity of money supplied is largely controlled by the [central bank]. When the supply of money increases or decreases, the price level must adjust to equate the quantity of money demanded throughout the economy with the quantity of money supplied. The quantity of money demanded depends not only on the price level but also on the level of real income, as measured by real gross domestic product (GDP), and a variety of other factors including the level of interest rates and technological advances such as the invention of automated teller machines. Money demand is widely thought to increase roughly proportionally with the price level and with real income. That is, if prices go up by 10 percent, or if real income increases by 10 percent, empirical evidence suggests people want to hold 10 percent more money. When the money supply grows faster than the money demand associated with rising real incomes and other factors, the price level must rise to equate supply and demand. That is, inflation occurs. This situation is often referred to as too many dollars chasing too few goods. Note that this theory does not predict that any money-supply growth will lead to inflation—only that part of money supply growth that exceeds the increase in money demand associated with rising real GDP (holding the other factors constant).
So it's not mere emission, but money supply growing faster than money demand which we should consider. So negative emission is not necessary condition for deflation in this theory. It's worth mentioning that the relationship with prices is observed for a broad measure of money (M2) and after a lag. From the same source of this excerpt one can observe in Fig. 3a the correlation between inflation and money growth for US becomes stronger the longer data is averaged. Price rigidities don't have to change this long term relationship per se. But what about causality and Argentina? This neat paper shows regressions in two historical periods: 1976-1989 and 1991-2001. The same relationship between M2 and inflation is observed, stronger in the first, highly inflationary period and weaker in the second, more stable, period. The regressions a 1-1 relationship in the high inflation period but deviates a bit in the low inflation period (yet the relationship is still there). Granger causality, as interpreted in the paper, shows prices caused money growth in the high inflation period (arguably because spending was monetized) while the reverse was true for the more stable period. So one can argue that there is a mechanical relationship, albeit one that is more complicated than simple QTOM theory. The relationship is complicated too for low inflation economies, it gets more relevant the higher inflation is. Another point the author makes is that liquidity trap is often ignored. I'll ignore the fact that you need specific conditions for the liquidity trap to be relevant to Argentina and address the point. Worth noting that while market monetarists (not exactly old fashioned monetarists) prefer alternative explanations for monetary policy with very low interest rates, this phenomena has a good monetary basis, as explained by Krugman in his famous japanese liquidity trap paper and his NYT blog (See this and this for some relevant articles). The simplified version is that while inflation may follow M2 growth with all the qualifiers needed, central banks may find difficulties targeting inflation when interest rates are low and agents are used to credible inflation targets. Central banks can change MB, not M2 and in normal times is good enough, but at those times M2 is out of control and "credibly irresponsible" policies are needed to return to normal (a more detailed explanation can be found in that paper I just linked, go for it if you are still curious). It's not like monetary policy is not good, it's that central banks have to do very unconventional stuff to achieve in a low interest rate environment. It's still an open problem but given symmetric inflation targeting policies are becoming more popular I'm optimistic. 2 - Has inflation one or many causes?
In Argentina we know that the main determinant of inflation is dollar price increases. On that, economic concentration of key markets, utility price adjustments, fuel prices, distributive struggles, external commodity values, expectatives, productive disequilibrium, world interest rates, the economic cycle, stationality and external sector restrictions act on it too. Let's see a simple example: during Macri's government since mid 2017 to 2019 emission was practically null, but when in 2018 the dollar value doubled, inflation doubled too (it went from 24% to 48% in 2018) and it went up again a year later. We see here that the empirical validity of monetarist theory was absent.
For the first paragraph, one could try to run econometric tests for all those variables, at least from my layman perspective. But given that it doesn't pass the smell test (has any country used that in its favor ignoring monetary policy? Also, I have shown there is at least some evidence for the money-price relationship before), I'll try to address what happened in Macri's government and if monetarism (or at least some reasonable extension of it) cannot account for it. For a complete description of macroeconomic policy on that period, Sturzenegger account is a good one (even if a bit unreliable given he was the central banker for that government and he is considered to have been a failure). The short version is that central banks uses bonds to manage monetary policy and absorb money; given the history of defaults for the country, the Argentinian Central Bank (BCRA) uses its own peso denominated bonds instead of using treasury bonds. At that time period, the BCRA still financed the treasury but the amount got reduced. Also, it emitted pesos to buy dollar reserves, then sterilized them, maybe risking credibility further. Near the end of 2017 it was evident the government had limited appetite for budget cuts, it had kind of abandoned its inflation target regime and the classic problem of fiscal dominance emerged, as it's shown in the classic "Unpleasant monetarist arithmetic" paper by Wallace and Sargent. Monetary policy gets less effective when the real value of bonds falls, and raising interest rates may be counterproductive in that environment. Rational expectations are needed to complement QTOM. So, given that Argentina promised to go nowhere with reform, it was expected that money financing would increase at some point in the future and BCRA bonds were dumped in 2018 and 2019 as their value was perceived to have decreased, and so peso demand decreased. It's not that the dollar value increased and inflation followed, but instead that peso demand fell suddenly! The IMF deal asked for MB growth to be null or almost null but that doesn't say a lot about M2 (which it's the relevant variable here). Without credible policies, the peso demand keeps falling because bonds are dumped even more (see 2019 for a hilariously brutal example of that). It's not emission per se, but rather that it doesn't adjust properly to peso demand (which is falling). That doesn't mean increasing interest rates is enough to achieve it, following Wallace and Sargent model. This is less a strict proof that a monetary phenomenon is involved and more stating that the author hasn't shown any problem with that, there are reasonable models for this situation. It doesn't look like an clear empirical failure to me yet. 3 - Of what we are talking about when we talk about emission? The author mentions many money measures (M0, M1, M2) but it doesn't address it meaningfully as I tried to do above. It feels more like a rhetorical device because there is no point here except "this stuff exists". Also, it's worth pointing that there are actual criticisms to make to Friedman on those grounds. He failed to forecast US inflation at some points when he switched to M1 instead of using M2, although he later reverted that. Monetarism kind of "failed" there (it also "failed" in the sense that modern central banks don't use money, but instead interest rates as their main tool; "failed" because despite being outdated, it was influential to modern central banking). This is often brought to this kind of discussions like if economics hasn't moved beyond that. For an account of Friedman thoughts on monetary policies and his failures, see this. 4 - Why do many countries print and inflation doesn't increase there? There is a mention about the japanese situation in the 90s (the liquidity trap) which I have addressed. The author mentions that many countries "printed" like crazy during the pandemic, and he says:
Monetarism apologists answer, when confronted with those grave empirical problems that happen in "serious countries", that the population "trusts" their monetary authorities, even increasing the money demand in those place despite the emission. Curious, though, it's an appeal to "trust" implying that the relationship between emission and inflation is not objective, but subjective and cultural: an appreciation that abandons mechanicism and the basic certainty of monetarism, because evaluations and diagnostics, many times ideologic, contextual or historical intervene..
That's just a restatement of applying rational expectations to central bank operations. I don't see a problem with that. Rational expectations is not magic, it's an assessment of future earnings by economic actors. Humans may not 100% rational but central banking somehow works on many countries. You cannot just say that people are ideologues and let it at that. What's your model? Worth noting the author shills for bitcoin a bit in this section, for more cringe. 5 - Are we talking of a physical science or a social science? Again, a vague mention of rational expectations ("populists and pro market politicians could do the same policies with different results because of how agents respond ideologically and expectatives") without handling the subject meaningfully. It criticizes universal macroeconomic rules that apply everywhere (this is often used to dismiss evidence from other countries uncritically more than as a meaningful point). 6 - How limits work?
The last question to monetarism allows to recognize it something: effectively we can think on a type of vinculation between emission and inflation in extreme conditions. That means, with no monetary rule, no government has the need of taxes but instead can emit and spend all it needs without consequence. We know it's not like that: no government can print infinitely without undesirable effects.
Ok, good disclaimer, but given what he wrote before, what's the mechanism which causes money printing to be inflationary at some point? It was rejected before but now it seems that it exists. What was even the point of the article?
Now, the problem is thinking monetarism on its extremes: without emission we have inflation sometimes, on others we have no inflation with emission, we know that if we have negative emission that doesn't guarantees us negative inflation, but that if emission is radically uncontrolled there will economic effects.
As I wrote above, that's not what monetarism (even on it's simpler form) says, nor a consequence of it. You can see some deviations in low inflation environment but it's not really Argentina's current situation.
Let's add other problems: the elastic question between money and prices is not evident. Neither is time lags in which can work or be neutral. So the question is the limit cases for monetarism which has some reason but some difficulty in explaining them: by which and it what moments rules work and in which it doesn't.
I find the time lag thing to be a red herring. You can observe empirically and not having a proper short/middle run model doesn't invalidate QTOM in the long run. While it may be that increasing interest rates or freezing MB is not effective, that's less a problem of the theory and more a problem of policy implementation. Conclusion: I find that the article doesn't truly get monetarism to begin with (see the points it makes about emission and money demand), neither how it's implemented in practice, nor seems to be aware of more modern theories that, while put money on the background, don't necessarily invalidate it (rational expectation ideas, and eventually New Keynesian stuff which addresses stuff like liquidity traps properly). There are proper criticisms to be made to Friedman old ideas but he still was a relevant man in his time and the economic community has moved on to new, better theories that have some debt to it. I feel most economic discussion about monetarism in Argentina is a strawman of mainstream economics or an attack on Austrians more than genuine points ("monetarism" is used as a shorthand for those who think inflation is a monetary phenomenon more than referring to Friedman and his disciples per se).
“Repeat a lie often enough and it becomes the truth”- Nazi Propagandists, Joseph Goebbels.
Axioms are our base assumptions about the world. They act as filters for new information coming into our consciousness. In classic philosophy, an axiom is a statement that is so evident or well-established, that it is accepted without controversy or question. As used in modern logic, an axiom is a premise or starting point for reasoning. We use these axiomatic assumptions to build our internal models of the world around us. They allow us to compare new information we receive from the outside with our internal narratives, which helps us to decide whether to reject or accept that new information. They are, for want of a better world, your "common sense" beliefs. So how do you go about changing a relatively normal person's core beliefs and base assumptions to the point of rejecting their fellow citizens as traitors, committing acts of murderous terrorist or vigilante violence like Fascist white supremacists running down protesters in acts of terror, ISIS beheadings or mass genocide?
Shock Treatment and Slow Repetition
When I was a child I was subjected to regular mental and physical abuse from my dad. I would also see my mother repeatedly beaten up and then flee to a women's refuge where I would stay with her. Each time my mom left, whenever I visited my dad at weekends, he would constantly try to pressure and manipulate me into convincing my mom to get back together with him. This never worked of course. But what it did do, is make me highly sensitive to manipulation techniques. I was fascinated by people like the magician Derren Brown and the economist Naomi Klein - who both reveal the tricks of the trade used in the advertising and marketing industries to convince people. One way of changing people into killing machines or obedient sheep is through a big shock to the system, like how electroshock therapy allows for a clean slate to rebuild peoples intern mental models. Psychedelics are another way, having a similar effect in the brain. Encouraged by the alt right and alt-light influencers like Jordan Peterson and Rebel Wisdom as they try to “Red Pill” people (an expression taken from the film The Matrix as a metaphor for revealing revealing the truth about the world). They use this shock and disorientation as a way to prepare a “blank-slate” in order to rebuild peoples internal axiomatic models with different core beliefs. Remaking people by shocking them into obedience and gas-lighting them about their existing internal models, making them seem irrational, silly or outdated. Reducing them to a mental state of a child and then rebuilding them with a new ideology and worldview, known as “shock therapy”. As Naomi Klein explains in The Shock Doctrine: The Rise of Disaster Capitalism, these techniques work on larger scales with use of trauma and shock to influence political outcomes has been used since at least Milton Friedman coined the term “Economic Shock Treatment”. He advised that politicians push through painful and unpopular policies all at once during a time of crisis, before people could regain their footing. The technique is used in economic markets on the large scale, and also against individuals on a small scale with individuals too. Economics and politics is just human interaction on a larger scale, after all. Regular repetition and gentle suggestions of ideas can also instil new axiomatic models and core beliefs into people's minds. As Derren Brown demonstrates how powerful subtly suggestions can be alone, without the need for hypnosis, shocks or drugs. But used in combination, shock and repetition can shift people until they have moved their positions, perceptions and beliefs about the world, to a place they could never have imagined. But luckily once you deconstruct the deception and understand how the trick works, the illusion falls apart.
Defining and Deconstructing Modern Fascism
Firstly, we must define Modern Fascism. Modern Fascism ticks every box of the traditional definitions in Umberto Eco’s essay Ur-Fascism, and not only does it fulfil every criteria, it reveals other motivational forces and has evolved to include new aspects, and has changed into something worse, while it’s main weakness remain the same - the fact that it is primarily motivated by weakness. As General Franco said in a 1938 interview with Henri Massis: "Fascism presents, wherever it manifests itself, characteristics which are varied to the extent that countries and national temperaments vary. It is essentially a defensive reaction of the organism, a manifestation of the desire to live, of the desire not to die, which at certain times seizes a whole people. So each people reacts in its own way, according to its conception of life… What can it have in common with Hitlerism, which was, above all, a reaction against the state of things created by the defeat, and by the abdication and the despair that followed it?" This quote perfectly illustrates the transient nature of the ideology, but also the core motivations of Fascism. It is an ideology based on the assumption of weakness which yearns for restoration of a past greatness or to get revenge and recognition. But the way that it manifests itself is different in each place it takes hold. Therefore the aim of this isn’t to make the case that any particular party or country has embraced out-right fascism (plenty of other people have made that case already), the aim is to reveal the underlying motivations, highlight threats and weaknesses and analyse the less obvious negative effects of Modern Fascism.
History Doesn’t Repeat, But It Rhymes
A false equivalence that is often used is that Liberal Imperialism is just the same as Fascism. And while it is true that imperialists use fascist dictators to extract cheap labour and resources and also dominate smaller counties in a similar way to how fascist empires aspire to rule, the key difference is that the populations of those countries are not gripped by the same fear based delusions. And therefore more Liberal democracies are better equipped to hold their imperial position of power long term because they are better able to assess risks and react accordingly, rather than over-react based on paranoia and competing egos under excessive pressure. This false equivalence was also used in 1930’s Germany, because far-left Communists had been co opted and infiltrated by Fascists. They would repeat the mantra that “the Social Democrats were the real racists”. Contrary to the assumptions of most people, Fascism, as an ideology and political system of government is very distinct to white supremacy. It does of course include white supremecists, but In fact includes many other groups who have been co-opted by Fascist propaganda, or who implicitly support and enable their agenda. Examples of modern opposition which has been repeatedly infiltrated or just simply made up by Fascists include innumerable conspiracy theories, police groups like Blue Lives Matter, militant Black nationalists, the Boogaloo movement who call for a race war, the “Proud Boys” and even sometimes supposed Anarchists, far-left Communists and Left Accelerationists.
Motivations of Fascism
Fascism distilled down to its core reason for existing is the suppression of opposition who represent workers rights and economic justice. So they patently DON’T look after their own people. They con them into submission of the state by generating jingoistic fear of “the other” - whoever is convenient on that day to blame for their problems. Fascism is is an economic shock doctrine upon the inhabitants of the country. We don't spread fascist propaganda in tip-pot dictators because we care about the indiginous people there. We install Fascist dictators in order to remove workers rights and open up access to their natural resources. Artificial moral panics can be engineered and real disasters used to allow corrupt oligarchs and financial predators to consolidate power further by buying up small innovative businesses who don’t have the excess capital to survive the turmoil on their own without external support. Or as a way to eradicate public services by sabotaging them and building mistrust. They are used to erode faith in public services and institutions by rich people who simply want to pay less tax and don’t see why they should subsidise other human beings who haven’t had the same luck as them. So a major motivation of fascism is to suppress the opposition left-wing party who represent workers rights and egalitarian freedoms. Populists claim to be against free trade and to some extent they are, but whatever they do will fail because they are interfering with the markets, so they will retreat to the power of market domination. They use their threats of trade barriers as more just more shock treatment for markets, rather than protecting actual jobs or industries. This is a trick that has been played by Neoliberals too. But while Neoliberals use fascism as a tool for opening markets to Imperialism, they differ from Libertarians, not only because they embrace guns and weed, but they are starting from different positions to achieve the same goal; Neoliberals seek to remove already existing public services and workers rights that lift bargaining power. But Libertarians want to STOP the government from ever providing those services and investments into the poor or enshrining workers rights.
Modern Fascist Ideology has TWO Core Reasons to Exist; Fear and Freed.
I have been researching and analysing how economic systems differ, using a SWOT analysis (Strengths, Weaknesses, Opportunities and Threads). For each economic system I tried to be as neutral, fair and balanced as possible - which included Fascism. I might seem strange that someone who is anti-Fascist would want to explore the strenghts and opportunities of Fascist ideologies, but in doing so it reveals the real weaknesses and threats which are too important for us to ignore. So what exactly IS Fascism? Is it just an economic doctrine or a personal philosophy about the world? The answer is both. The ideology has TWO core reasons to exist, and TWO distinct audiences types - with one based primarily on fear and the other greed, with each having a malignant and symbiotic relationship with each other. Fear - Authoritarian/Conservative Fascists Greed - Libertarian Fascists There are very few people who actually buy into full Fascist ideology, most believe a watered down version of which resembles Conservatism or right-wing populism or accelerationism, and most of them genuinely believe they aren’t fascist, even though they are being constantly fed subtle suggestions fascist ideology or that align with their plans. But the most ironic thing is that these groups are mostly being used by the second group of rich Libertarians globalist elites pulling a confidence trick on the host nation. Often posing “anti-establishment” conspiracists who actually uphold the establishment through misinformation. See: Russia Today and Youtube Bitcoin and Gold shills who subtly suggest fascist talking points. With those rich Libertarians at the top more than happy for those below them, who they deem less worthy, living in even more delusional ideologies with fake enemies to fear, often resembling traditional Christian but values wrapped in modern conspiracies with added elements of “satanic panic”. Modern Fascism has clearly inspired the modern day equivalents of Brownshirts and Blackshirts, self-styled vigilantes like QAnon, The Proud Boys and “The Boogaloo” - white nationalist violent extremists who want to accelerate towards a full-on race war. It has also infiltrated numerous alternative groups, such as hyper-evangelical “end times” cults, alternative health scenes, internet conspiracy scenes like flat earth and occult magic.
A commonly missing hallmark of fascism that is present in history during the rise of fascism is a controlled opposition and explicit suppression of opposition. This distorts a healthy society and has unforeseen consequences and blowback. Fantasies and political thought bubbles are self delusional custom realities resembling an episode of Black Mirror. They act as coping and escape mechanisms. Especially during the Covid 19 lock-down, these tendencies have gone into overdrive with massive events entering the real world featuring David Ike leading protesters alongside fascists as people ignore rising Fascism, climate change destruction and Covid deaths tolls. Using disasters like Covid or irrational scare tactics such as the "Satanic Panic" style Fascist propaganda from QAnon, can shock people using their fear and disgust response, while making them distrust the news - allowing the government to evade valid criticism from experts while suggesting to people that government public services are inherently evil or Communist. This type of propaganda is a Libertarians wet dream - making a population not only give up on tax funded public services, but actively fear them. An example is Trump trying to discredit and defund the US Postal Service and other public institutions and regulatory bodies. Anti Semitism has been used throughout history by those in power to provoke an “us vs. them” mentality, leading to today's establishment still sanctioning and allowing Qanon on major media platforms, provoking and agitating terrorist attackers from the far-left and the far-right. Those in power in fascist regimes allow and encourage mistrust in the mainstream media, while the long-tail niche political and interest groups keep people separated from each other, who each live in their own custom realities while the real elites continue to dominate and increase their power. With each bubble framing realities based of identity, race, class, nationality, or even subculture special interests like alternative medicine and “gamer bro” culture, so that when they interact in real life or online, they are speaking past each other because they don’t even agree on the basic principles of how they view society.
The Fatal Flaws of Living in a Fantasy
While the main flaws and weaknesses of Fascism remain the same, they are in-fact exacerbated by this new hybrid model. It’s main weakness is the very fact that it is motivated by weaknesses, fear and greed - rather than true strength, self-confidence or heroic benevolent power, as their adherents like to believe. A misconception of fascists themselves that it is based on strength, when it is actually based on weakness - even when the driving force is greed rather than fear. Libertarian fascists want to extract labour and materials at cheaper prices, while inflating their own asset values. In other words; international financiers with little allegiance to any country. Ironically the very type of people who Conservative fascists claim to be opposed to. Fascism claims to make society more successful, but it actually accelerates the destruction of the culture, country or people, rather than preserving and conserving it, because it betrays a fundamental weakness of insecurity. Competitors and rivals can easily see through the charade of and take advantage. If anything does the exact opposite. Russian and China are clearly goading Western nations into becoming more divided and totalitarian, as they themselves benefit from becoming more Liberal and open and reap the competitive advantages that brings. See Kraut’s excellent video about Trump on China as an example. Keynesian investment in the country and people, giving workers more rights, opportunities and a more bargaining power is what makes a country successful and innovative, rather than the faux Keynesian policy of giving kickbacks to corrupt officials for government contracts and widening inequality by supporting the already rich, rather than the ordinary people.
Who Benefits in This Memetic War?
Who is going to war with who? Who is winning? A modern adage is that tankies are just fascists because of their support of authoritarian proto-fascist leaders and regimes who often claim to be Communist. But from my experience talking to actual fascists, they crave a more multi-polar world where other strong leaders rise up as competition and form alliances with dictators. So to me, it looks like Fascists are the real Tankies; wishing our enemies be stronger and wanting to accelerate towards race war or civil war that weakens the society. Not only did Donald Trump have knowledge of Russia allowing ISIS bounties on US troops and withhold that from the public while courting Putin, I have personally heard white supremacists backing extremists Islamists in Discord servers. Trump jumped to the defense of the people who put a 17 year old with a gun against civil rights protesters and assumed the intent before saying that the outcome should be decided by the legal system. They share common values and beliefs like Anti Semitism, accelerationist end-times fantasies, patriarchal traditional values and a fear of outside progressive cultures. In fact modern extremists white supremecist groups share recruitment and terrorist strategies and tactics with militant islamists. You could argue that it was inflicted by Russian or Imperialist propagandists onto the German people in order to take control of larger areas of Europe after the destabilisation of war. Hitler and Stalin came to a non agression truce called The Molotov–Ribbentrop Pact, which as was a secret non-aggression pact between Nazi Germany and the Soviet Union that enabled those two powers to partition Poland between them. The pact, signed in Moscow on 23 August 1939 by German Foreign Minister Joachim von Ribbentrop and Soviet Foreign Minister Vyacheslav Molotov was officially known as the Treaty of Non-Aggression between Germany and the Union of Soviet Socialist Republics. They divided Poland under the banner of fighting “Polish Fascism” nearly a century ago with both sides ultimately lying to their own people about spreading freedom while being authoritarian to their core and being able to blame “the other” as being the cause of all their problems. But these days fascism seems to be a rogue meme that no longer serves any particular group. It is pathologically damaging to any society that it happens to grip. Even the aforementioned Libertarians and accelerationists who think they are benefiting are only temporarily gaining by market price volatility. They ultimately lose through the blowback effect of the whirlpool they create.
Psychopathy, Alienation Nihilism and Insecurity
It is well established that Fascist dictators are driven by psychopathic characters and tendencies. They either don’t care about the truth, or disregard it if it’s not convenient to their narrative. In totalitarian despotic societies facts are reversed. As George Orwell proclaimed throughout his writings; “War is peace. Freedom is slavery. Ignorance is strength.”. Similar to how authoritarian Starlinist Communists harnessed people’s alienation and tricked them into thinking that it’s possible for the state to fully decommodify everything without having markets, money to account for things, domination or hierarchy or try to convince people that a revolution is just around the corner. But of course, a council representative is still the head of an organisation, for all intents and purposes, because they wield executive power over others, even if the name has changed. Markets are emergent properties when groups of humans want or need a certain commodity when it becomes available. But while both Communist and Fascist ideologies are based on lies that harness peoples alienation, fear and envy, Fascism is also especially to the weak. It is attractive to those who want to be strong again (or were never to begin with), or those who want to have a strong leader to help them. Fascism betrays to others the inherent weakness. Like the insecure kid in school who lashes out - others around can see that it is because of their own insecurity which makes them appear even weaker. Fascism is a psychopathy driven by insecurity. When people become so absorbed in an ideology there is a phenomena of people to self identify as an actual ideology? This produces a phenomena called Identity Protective Cognition, where people's self worth becomes attached to a belief system or ideology. So that when new information contradicts their worldview it is seen as an attack on the person themselves. Therefore irrational, emotional quick fix thinking is the default when there is too much pressure and they feel attacked. They no longer use their slow effortful reflective thinking. (See Daniel Kahneman - Thinking, Fast and Slow) This approach has parallels in evolutionary biology, in which a central issue is the ability to adapt to changing environments. Competency - over-competitiveness in management causes chaos which STOPS hierarchies of competence. (Insert video clips of Sapolsky on Chaos vs Reductionism etc. timestamps linked). Fascists try to reduce variability in culture and outcomes - causes weakness of less adaptability - because as Sapolsky explains, the variability is not just noise in that type of system CAS (Complex Adaptive Systems) - the variability IS the system. It is fractal and scale free. The noise and variability is an intrinsic part of the system. But the system doesn’t function properly when the agreed-upon parameters that individuals believe to be true aren’t universal enough to have any form of group coherence. Birds and swarms of animals can produce amazing complex phenomena, which are greater than the sum of their individual parts. There is a “network effect” once a certain threshold and certain conditions and rules are met. These rules can be very simple, like repulsion or attraction, or staying a certain distance apart while traveling in a similar direction, but collectively they create patterns that emerge with complexity and I dear say, a certain amount of beauty. So what happens when millions of people are being brainwashed and misled by cults that are leaving them with a reduced ability to make decisions? Giving them shit-for-brains just so that some rich people at the top can pay a few percentage less tax? That is the sign of a deeply sick system that cannot continue to function effectively. It is sick on so many levels.
Emergence, Complexity and Human Evolution - A Social-Biological Analysis
The problem with viewing the world through only one lens of analysis (or bucket of knowledge) is that you can fall into unnecessarily reductive thinking. (Sapolsky clips) I describe myself as a philosophical anarchist. Which does NOT mean I want total chaos and disorder - it means I want the optimal solution to emerge - including the influences and experiences from the bottom-up. I also think that a bottom-up (or anarchist) lens of analysis is necessary for society to run cohesively in an optimal state. If it is repressed it distorts the overall picture of reality for everyone - similar to a CEO that doesn’t listen to employees and workers on the ground. I interpret as constantly holding authority to account - to justify its existence and reason for dominating others. I also believe it is every citizen's responsibility to hold authority to account. This would be necessary under ANY economic system or society. Anarchists also believe in stigmenric, rhizomatic action to make the world better, organically, not from a top-down authority, which fascism seeks to instill on society. Human beings are collectively parts of a bigger chaotic but stable system known as a CAS (Complex Adaptive System). CAS’s are chaotic systems that can reach periodic steady states of equilibrium. As Professor Sapolsky explains, humans uniquely exist with a mixture of both communal and individualistic tendencies; known in the scientific world as Tournament vs. pair bonding. All the evidence suggests that this tendency has greatly improved our success as a species. But those tendencies distorted too far one way or another lead to pathologies and the worst collective misdeeds and wars. Because as Professor Sapolsky also explains in his brilliant lecture series (which I have condensed the pertinent parts of into a 4 part YouTube video) about CAS; the signals coming from the randomness is being suppressed or repressed, it interferes with the functioning of the system. Pressure in the system makes the patterns more complex but at a certain point of increasing pressure in the complex system, it stops being linear and the doubling of patterns and periodicity totally stops. Order completely begins to break down because of the butterfly effect. Fascist regimes fettishise order and rigidity but in a complex adaptive system, the noise IS the phenomena, not a byproduct to be discarded, ignored or repressed. The majority of people on the right genuinely want to help society by bringing order, using top-down draconian measures if necessary. Whereas the left generally wants to help society by proactively building from the bottom up. I think both of these approaches are necessary to be balanced properly for a healthy functioning society to emerge. It seems our tendency to harness both traits and to focus intently on one or the other is our greatest collective strength, while also being our greatest weakness. And similarly, on an individual level I believe our greatest strengths and weakness are the fact that our brains work efficiently by categorising information to filter out the unimportant bits that slow us down. As the book by Daniel Kahneman - Thinking, Fast and Slow, brilliantly explains, slow deliberate, consideration thinking takes energy and time, so our brains developed filters which come out as biases. This is an inherent weakness of the human brain. Now imagine the butterfly effect on the life of just one person who is influenced by the brainworms of QAnon cults or conspiracies which distorts their internal models of the world which they use to filter information about the world The sad and shocking stories on forums like QanonCasualties show the devastating effects on their close friends, family and work life - amplified by their ever increasingly disconnected lives. (insert Flat earther clip - zoom in on idiot rolling head) Now scale that up to the level of a whole of a society, a country, or the world? This is a collective madness to cope with and avoid the reality facing us as a species. Only collective action with agreed basic facts to work from will do to avoid the total descent into actual chaos and destruction.
TLDR; Conclusion and Final Thoughts
In this essay I will have put forward the case for the following four key arguments being true and I have present supporting evidence to explain the logical reasoning for why our current definitions need updating and the threat levels reassed, from a non-hysterical but critical perspective. The overall claims I made are:
Modern Fascism has taken over right-wing populism and bears all the hallmarks of early 20th Century Fascist ideologies.
The ideology has two main reasons to exist, and two distinct audiences which both have a symbiotic, pathological relationship with each other.
The main flaws and weaknesses of fascist ideology remain the same as ever - that fascism is motivated by irrational fears, greed and self deception.
Modern Fascism has major unforeseen damaging consequences for individuals, governments, organisational dynamics, and society at large.
This reality is something I think a lot of fascists, ultra-nationalists and people who have been influenced by the propaganda know deep down on some level already - that they are avoiding the realities of pandemics and ecological harms of ignoring science and reality as it is. They ignore it because fantasies are simpler to understand. And a narrative based on fear of the other is a simpler way to to process a complex world. It is also attractive to the part of us that is drawn to conflict and drama - that hunger for something genuinely interesting to happen. But I would argue from my experience that the beautiful complexity of life in all it’s shades of grey is much more interesting, fun and genuinely fulfilling to understand and engage in, even if it might be harder to deal with and even harder to explain. I believe doing so is also vital for the very survival of our species - we can no longer afford to live in a fantasy, we need to collectively take responsibility for the world as it exists in reality. Thank you to my two Patrons: Carmen Jongepier E.V. Roske Original Script on Patreon
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