@eigenrobot i think ranking exacerbates the problem described - if the Model you are beholden to optimizes for P(click) then the wise decision for potential journalists is to make something people like to click on, which is going to be punditry and cynical clickbait
@eigenrobot ranking is def a v powerful tool for bringing information to the people who need it, but I think the OP was commening on the research funding to create valuable info. the idea being that investigative journalism was largely unprofitable and underwritten by massive ad sales
@eigenrobot the under explored side is -- who really wants the investigative work? who will pay for the knowledge that coca-cola is killing union bosses in ghana? how much are buyers paying? what are their motives? if you muddy these qs up you end up with infotainment garbage a la jon oliver
@schemathingz@mattyglesias@paulg the investor thinks the company is worth far more than they are valuing it on paper or they wouldnt invest, therefore in some sense it's a "ripoff". I don't mean it's a bad deal for the entrepreneur
@DukakisDude@Aiden_Farrell97 NEETs are often not that badly off since they can access their parents money. There’s a reason why they can live indefinitely without working
@Tyler_The_Wise@bhboehlert it’s not so much about partying as it is about allocating her capital poorly. Even with excellent leadership, Facebook won’t survive forever. With mediocre leadership, it’s lifespan could be very short
specifically he bought extremely delinquent medical debt that was never expected to be collected lol
Jon Oliver is infotainment u absolute nerds https://t.co/POV15rBdrk
It’s interesting exactly how nihilistic international politics are. Muslim countries will gladly sell their soul and ally with those who put Muslims in camps for a hint of gain. There is no religion or political principle that survives contact with geopolitics
@NateJeris I think the battle lines in the Cold War were never that clear either — there was much debate in the US whether China could be brought to our side or at least made independent of the USSR. The “second world countries” Outlines are all we’ll get
@ChrisCroy mostly only Indian girls care about white women getting Om tattooes which is best interpreted as intra sexual memetic competition (or this could all be a shitpost I’m kinda drunk)
@ungeometer not because of the development of subspecies, but because of cultural explosion; I agree with you but in terms of memetics rather than genetics
@Noahpinion probably 90% of the worlds top machine learning talent is in the US, 5% in Canada/EU and the remaining in China
How the median student performs in math has very little effect on this
@Noahpinion I did read it my guy but didn’t quite get the synthesis. Either way we’ve already won the “AI wars” for all intents and purposes. The only thing China has that we don’t is the political capability to mobilize AI research for military ends
@Noahpinion Our scientists and technologists tend to hate military contracts (e.g. google & pentagon deal falling through). Only anduril is actively combining AI expertise with military partnership
@LittleKeegs0 the realization that it's actually different people/families becoming obscenely wealthy makes it taste quite different in my moral view. makes me much less supportive of a wealth tax than i would have been otherwise
@LittleKeegs0 there are no runaway empires -- they are all quite temporary quickly die to upstarts a generation or two later. the knowledge that their wealth is going to be quickly confiscated by the market means that there is far less imperative for governments to do so
@LittleKeegs0 if the wealthy were extremely effective at corruption and buying favors from the government, you would not see their wealth bled away very quickly. this is clear from other, more corrupt, countries
@ResonantPyre definitely
but this is a broad categorization I find useful:
politics is the art of convincing people to move up and down various societal Pareto curves. "lets all make more guns instead of butter"
technology is the art of moving whole Pareto curves
all the undergrads in top 10 CS departments can be broken into two categories: the weebs and the jocks. The jocks are into starting bottom tier blockchain powered businesses and the weebs are busy generating new anime girls with GANs
@DukakisDude it seems to me that people first learn to use technology and novel forms of government form around it. there is really no way to predict the way technology will change every day life or how we can make governments robust to it
@DukakisDude can think of the printing press -> Gutenberg bible, protestant reformation, death of latin, rise of literacy etc. it simultaneously changed the politics of every country in europe over the course of generations
@neolibratqueen imo this is actually a very helpful framing. when donald trump dreamed up a whole new coalition capable of winning at the national level, that was technological innovation. crafting and recrafting voter coalitions that allow you to push for the things you want is tech
@eigenrobot@selentelechia i think peter thiel had a good line on this -- an evangelical church group seems very righteous on the outside but is fearful of their own sin on the inside; similarly that rationalist meetups seem in control of their cognition, but internally are constantly worried about biases
@powerbottomdad1 my ideal world schools would consist of studying and playing a bunch of competitive video games that simultaneously teach you a thing or two about the world
@AOCummies eating the same thing day in day out is maladaptive bc you get micronutrient deficiencies. thts why we all start searching for new flavors after a while, even when the food is good
@Rationalbot@powerbottomdad1 although i would argue math in high school is just pattern matching of solution techniques to some degree
but the sad thing is this probably still involves more problem solving than 90% of writing calsses
@powerbottomdad1@Rationalbot lmao to be honest. i learned absolutely nothing from my geometry class. i do also remember getting kicked out once for making one joke too many.
@powerbottomdad1@Rationalbot yeah it really sucks you had to go through that. i went to one of the literal best school districts in the US and therefore the world and i dont really think about how lucky i was often
@Rationalbot@powerbottomdad1 but again, i think this is a distraction. the specifics of the subject hardly matter; its about building the cognitive structures for mathematical reasoning. getting good at that makes you good at nearly everything
A powerful mind virus must have appeal across social class, at various levels of intelligence. Ideologies like rationalism are designed by nerds, for nerds and won’t ever command armies
@eigenrobot dunno what case you could make that it's NOT a general intelligence. it solves nearly any cognitive task you throw at it at it during inference stage, without training data
@ded_ruckus@eigenrobot unsupervised learning is not very much of a supervised optimization problem, more about world modelling. GPT-3 is trained with the whole internet as a world modeling task
@discourseloverr@AOCummies@NeoLibBen Yeah looks like Ryan got it right. The guy is saying, wait it’s all Vishnu? Vishnu is one of the main trinity of gods and the protector of the universe in Hinduism
ok ok i'm way too late to deliver fresh Takes on this but generally speaking twitter is one of the worst run major tech companies and its not even close
sober reassessment is that it’s probably very hard to get away with lots of money on suspicious public trades like a hypothetical Tesla short
bitcoin is the way to go to have any chance of evading the feds
but this doesn’t excuse their lack of STYLE
@fortenforge >This requires a fair amount of capital to buy the underlying stock
could probably lever the hell out of it via heavily OOTM options trading but yeah otherwise i agree
@homsiT the account will just get frozen if the feds/robinhood think it's suspicious
you can start doing real damage if you have a network of robinhood accts
@LoneVoltsAhead if you had all the time in the world, what you'd do is steadily build up a massive highly levered short position over the course of months or years and then do some sort of attack. but these attackers had something like two days -- not worth risking loss of 0day advantage
@homsiT you don't think a retail investor shorting buying some insane amount of options on an app like robinhood rings some bells? it'll probably be in the top 5 trades on the app
@jeff82874662@eigenrobot i was just rolling with the innuendo
tbqh i just started rereading dune lmao. also downloaded blindsight. but i hope to go through all the recs in that thread
@mattparlmer 1)these are fascinating scientific advances that lead us closer to understanding the nature of intelligence
2)i think if we can't think of ways to use a low IQ high throughput general intelligence at scale other than "chatbot" that's a failure of our own imagination
@mattparlmer GPT-3 is basically well outside of the academic grant complex. It's not an interesting advancement in deep learning insofar as it's not a novel architecture, nor a novel learning technique, nor a novel in nearly anything else except the *results*.
One interesting thing about this is that the only way we can interface with GPT-3 and its understanding of itself is to ask it to LARP as an AI chatbot, a concept we understand. GPT will just as happily LARP as a human, or an alien, or nothing at all. https://x.com/sonyasupposedly/status/1284192956870582273
@sonyasupposedly I'm not disparaging it at all -- just in awe that what we have to do to converse with a cognitive architecture so different from our own
GPT exists as a class of cognitive architecture distinct from all biological life in that its prime teleological function is to complete prompts successfully, rather than the effective pursuit of the life drive/ libido
In some sense, you can cast the "general intelligence" challenge as "how many different kinds of agents can you LARP as?", and in that sense GPT represents an intelligence more general than our own.
@ne0liberal@mattparlmer Don’t think this is true. The line between cool startup and dumb but seemingly promising startup has always been thin. Feel like last 5 years have changed the game in straight up grifting
the problem with a "machine in the likeness of a human mind" has never been job loss, which is more or less a populist's rhetorical ploy, but the inherent danger in outsourcing your cognition to others.
"But it's just a tool, just one input to our own decision making!"
This is wrong, and you know it. Much of your day is already intermediated by what the feed models over at twitter decide to show you and it will only get worse.
There's a quote that I can't find at the moment; to paraphrase it says that Western civilization is increasingly mistrustful of the capability of its citizens to think for themselves. There's a reason why communist China loves AI
@nate_bronze Neither are "bad", but you can see how this pathway is dangerous. This example is overused this discussion, but you can imagine that driving AIs will have to make split second ethical decisions about who to save and who to kill. You've outsourced your ethics to the algo
@Teleonomic We will certainly require models that fight on our behalf to combat models that are fighting for others. Real objective replication can probably only occur with merging of mind and machine - the libertarian transhumanist synthesis
@nate_bronze "Reason is, and ought only to be the slave of the passions, and can never pretend to any other office than to serve and obey them." ~ David Hume
You can't arrive at human motivations by pure logic / intelligence. There are no "right" goals
@nate_bronze the machine doesn't have to be smarter than us for us to outsource much of our thinking to it. Don't people outsource much of their thinking to the YouTube/Facebook/Twitter feed models and end up in ideological bubbles?
@mattparlmer of course i agree with you that mediocre organizations will use these technologies to mediocre effect. they'll in essence outsource a bunch of human thinking to machines in a way they can't explain or replicate and find themselves staring down catastrophic failure modes
@mattparlmer in effect, the '08 crisis was caused by a bunch of script kiddies playing with powerful financial technologies engineered by brighter minds in iterative failure loops that they didn't have the ability to debug
one good analogy for this the outsourcing of cognition to the nonhuman groupmind of the financial markets. every few years we offshore too much thought, and you get '08 style knowledge crises
@hotdogontology you can't actually communicate over a quantum entanglement. Our understanding is that the *universe* can instantaneously communicate state across infinite distance, but we can no more change the outcome of the collapse process than we can blow up whole planets like Ender does
@hotdogontology let's say you create two entangled photons heading in opposite directions from each other. you decide to measure the spin of one electron, and it turns out as spin -0.5. The universe instantly collapses the other electron's wavefunction to spin 0.5.
@hotdogontology But the point is that after you measure the spin, the two particles have "decohered". they are no longer entangled. you can't affect which direction the wavefunction of your electron will collapse in, you only know that the other electron will collapse in the opposite direction
@ibeckermayer@mattparlmer there are much deeper connections between machines and the brain than what you're describing here. All of the recent advances use the same principle as the brain, i.e. Hebbian learning. the convnets that solved vision are 1:1 ripoffs off the mammalian visual cortex
@ibeckermayer@mattparlmer also I don't buy the "superficial mimicry" thing. what evidence would change your mind that we are at the real thing and not a cheap imitation?
despite whatever the cringe value investors think most financial asset prices are a result of ongoing societal and political narratives rather than fundamentals and now this extends to Goya beans
@ahardtospell legitimately silly that WaPo for example tries to run as a real business — its profits are pennies on Jeff bezos’ dollar. Wouldn’t he benefit much from an ideological media cheerleader ?
first time meeting a twitter mufo irl last night
very weird talking about various twitter accounts out loud like they’re not just figments of my deranged imagination
@StuartdeStael@realjdburnett openai revoked the api key of whoever put it up, since it wasn't supposed to be productionized and made available to the public
@deepenergyy@Noahpinion you are missing the point; you can be asymmetrically annoying to a powerful foe by afflicting them with a thousand papercuts. an armed citizenry is hard to rule
@jachaseyoung was russell an NN booster? im surprisingly shocked at the lack of NN boosters in the sphere of "public intellectuals" outside of maybe elon musk if you can count him
@BarneyFlames@eigenrobot he's the "head of AI" but he's not really the head of AI research @ facebook. that title goes to the much more based yann lecun
@jeff82874662 feel like S1 had all the trappings of a "prestige television" "intelligent" show without actually doing anything meaningful. just some pseudophilosophical shit whenever anthony hopkins came on screen
@jeff82874662 it's an interesting but common scifi trope and i think others have done it better. for example there's that one episode of black mirror that's super brutal and effective. called white bear or something
@_AlastairX_ p much completely agree with that sentiment but I don’t think u can make a great show with poor plot / character development like you said
@mckaywrigley I’ve tried it too. It works super well sometimes but it’s like fishing for a needle in a haystack. Definitely not capable of writing a long essay coherently most of the time. Students could definitely use it to auto complete some shorter chunks
@aquariusacquah i think my gripe is like ... of course the AI is racist. its been trained on the raw internet corpus. imo fishing for it to say something racist and then valiantly presenting it on twitter adds no value to the discussion at all. It’s done purely for cheap ideological points
@aquariusacquah and like u said Greg and his crew already knew about this and are working on actively. So what does it cost Jerome to seemingly malign them by pointing out an obvious problem and present no solutions? It costs him nothing. It’s done in self interest
@aquariusacquah not calling him a grifter but also we live on a website where billionaires regularly shitpost to get attention. Success has nothing to do with it
GPT 3 is very very good at writing stories & comedy. It has such a good understanding of writing style. Much better than it is at doing math or code generation or whatever else the VCs are shilling lol
@mckaywrigley ok. I've revisited this and it can *Easily* write essays. My settings were just bad. One of the most impressive things I've seen in my lifetime
@blamelessjay I’m not at liberty to share samples, but there are some examples I’ve seen that are truly remarkable and hint of real intelligence. Works best on absurdist humor
i've been trying to co-write a scifi short with GPT's help as a test case and the process has legitimately brought tears to my eyes. we live in incredible times. it captured the exact mood and implications I wanted in the story. the whole gestalt is there
https://pastebin.com/9TMeBF7Mhttps://x.com/mattparlmer/status/1285037435248836608
I deleted parts where it got stuck on suboptimal tracks and had it continue from there, but at some point it just clicked
-- the end result "AI generation" is all GPT-3
it creates this 'drone fleet' and continues a narrative with it -- it invents some characters that more or less make sense -- it's using interesting scifi tropes -- its all there
increasingly seems stupid to lump together ML & blockchain as idiotic pursuits meant to rip off credulous VCs. one is the most promising branch of science in the past decade, and the other is mostly an ego trip for Vitalik Buterin
@Randylad tesla has already made a number of innovations thatve been invaluable both for self driving and electric vehicle tech imho
all the energy spent thinking about blockchain on the other hand got us nowhere past where we were a decade ago, when actually talented people made bitcoin
@JosephZander@DukakisDude yeah i've heard most of these ideas -- they seem to all have fatal flaws. I got one friend who actually started a blockchain supply chain startup, got funding, and failed
@DukakisDude@JosephZander IBM is basically a consulting company at this point, they are known bullshit artists. I don’t expect them to do anything interesting tech wise again in their lifetime
if there’s LESS mercy? fae courts and court battles. the result of those battles will be dependent on many things, but since this is a human-witch action vs the gods, and not something that happens regularly, the power of the witch(es) actions are multiplied. https://x.com/WINGEDALATUS/status/1284733815286628352
IMPORTANT THINGS TO KEEP IN MIND WHEN CONSIDERING TO HEX:
1. remember how the FAE use to play with us? like that’s what they’re trying to do right now — get you, so they can play with you.
HOW TO SUPPORT THE FAE AND ARTEMIS:
so, as witches, we can best help this situation by being humble, remembering our place, and in the future, refraining from hexing fae without permission.
BOTTOM LINE —
this is harmful, its a mistake, and it’s really really shitty to the witch community, who do real protective/healingetc work. witches who hex for fun or revenge or spite are called thestral stalkers and it’s best not to speak of them.
AND —
I think as witches, our most important work is PROTECTION and HEALING! So please. Hex a mountain lion who’s hungry and nearby. and for fuck’s sake, do not hex anything to do with the moon!
5. once you’re confident that the god is deserving of such a thing and that this is not only necessary but also best for you, THEN you can start doing work.
4. you know. when people start deciding which god they’re going to hurt, just step back for a second and think “have i ever felt negatively about this God before? what would happen if I were to make them angry?”
2. the FAE are MORE powerful than us. by a lot. and it’s not like in movie scenes where their power has some sort of hierarchy. any of the Fae can take on all of the Fae at once and win.
3. hurting a god WILL INCITE A COURT BATTLE
@ProfitProfound Lil bit but honestly didn’t put too much effort into it. It works best when you write a little bit of it on your own as a prompt & I’m not very good at writing lyrics even as a prompt lol
@jachaseyoung oh for sure. I think consciousness is simply a matter of asking it to optimize for the right task. A game playing agent is more “conscious” than a language modeling agent
buddy I got bad news for you about what humans are doing when they write something “new” and “creative” lmao
If you hash together two other peoples work, it’s copy right infringement. If you hash together many other peoples work it’s inspiration https://x.com/everestpipkin/status/1284534321920057349
it’s much more than a search engine and describing it as such makes me think the OP hasn’t really tested out the right prompts. It *understands* style and character and narrative flow. There’s no other way to put it
frankly I see gpt3 as a vindication of my industry, my way of life, and my research convictions so it’s hard for me not to become a keyboard warrior in its defense
@neolibureaucrat nonhuman intelligences must be dealt with carefully
they are not really interested in displaying their full powers so much as they are in making viable prompt completion
@neolibureaucrat studying alphago zero, the experts said it tries to win by exactly 1 stone whenever possible (a win is a win in terms of reward function), and was often playing far beneath its capabilities
you, crying: you can’t just anthropomorphize the neural nets and talk about their desires, this is philosophically unsound
me, pointing at a linear regression: the line WANTS to be predictive
@dewittd ML has silently revolutionized your life throughout the last 10 years, with computer vision(assisted driving), speech recognition(think Alexa), ranking models(think twitter feed) while all I hear about crispr is some vague rumors about babies in China
in the future, twitter heads will insult each other w how simply their ideological opponents can be modeled by an AI
"lmao I only need a GPT-5 to predict your poasts" https://x.com/aquariusacquah/status/1285126758727999488
@dewittd CV advances have been entirely due to advances in deep learning starting in 2012 at the ImageNet challenge. if autopilot today seems unimpressive to you, you probably don't realize it was non existent in 2010
@dewittd the biopharma industry is in terminal decline, their r&d investments have negative IRR, and it seems crispr is a PR campaign to convince investors their world isn't ending
@dewittd the hardware and software have definitely coevolved — with better hardware, we find algorithms that can scale with more compute power. With new algorithms, we build hardware specialized to run them. Virtuous cycle
@dewittd There was definitely a hype bubble in autonomous tech that left a bitter taste in everybody’s mouth (just another way some of the dumber VCs ruin the interest in good technologies), so agree with you there. Turned out to take longer than folks were promising
@dewittd very much so. Waymo is not even a player on the map anymore as far as I can tell. If *all mammals* can use “software” to mesh together two cameras and create binocular depth perception, I don’t see why the machines need LIDAR
@orthonormalist@jeff82874662@eigenrobot no doubt academia is fucked, but there are plenty of phds that will get the job market salivating, this just isn’t one of them
@WhippleMarc@selentelechia gonna have to say i don't think this is in anybody's area of familiarity tbqh lol
even the NLP scientists involved have no more say of whether or not its intelligent/conscious/thinking than you do
@sonyasupposedly@gaitanalyst every religion requires its followers to take purchase in at least one highly ridiculous claim and this one is mine
i.e
i have a rock solid belief that our civilization will find advancements in the tech tree in the right order & at the right times to continue its gameplay safely
@Noahpinion i might just be being naive abt history but i think the cambrian explosion of weird ethnonat ideologies has more to do with the information age than the industrial revolution
@Noahpinion definitely possible but you will have to explain to me why india's industrialization started a few decades ago but they became hindunats in the 2010s
@Noahpinion and why it happened at the same time as the rise of the most race-hawkish arm of the CCP, and also the rise of all sorts of hitherto dead ideologies in the US
@HillaryReplyGuy@Noahpinion im gonna ask this weirdly, but why is the online memeset of BJP politics more powerful than that of the secular nehru-gandhi dynasty?
@HillaryReplyGuy@Noahpinion is it that liberalism is an "unnatural" ideology and can't be sustained when media isn't fully controlled by the elites? is it that liberals across the world are systematically bad at Online?
@arnoblalam@Noahpinion gandhi was deified upon his death, and his shooter's name demonized in history. so of course hindu nationalism isn't a new force at all, but what led to it finally collapsing the nehru gandhi dynasty that had been in power for so long?
@arnoblalam@Noahpinion the BJP does plenty of paying its voters off, that's just how politics is done in india (and i would argue across the democratic world)
@ne0agent1c theres a lot of settings fiddling you need to do before it starts being impressive
my first thought was that it was very dumb and my reaction slowly turned into complete amazement
interesting concept, but AIs have been sandbagging for a while now. AlphaGo would develop a 1 stone advantage and play extremely conservatively after that — while a human might enjoy the flair of finishing with way more stones, the AI doesn’t care https://x.com/ESYudkowsky/status/1285333002252247040
@Noahpinion college indoctrination is obv real in many cases but it has nothing to do with liberal arts professors — the students radicalize each other
it learns novel high level grammars for programming based on just a handful of examples, in a way that demonstrates that is has picked up inference-time zero shot learning capabilities of tasks not in its train set that no other model we've seen thus far has come close to doing.
it can pick up mood and tone and character and extrapolate these things like nobody's business. it'll even start complex arguments but will inevitably start gaslighting you with fake information and bad reasoning, flawlessly weaved in, (sounds like most ppl on the internet,,,)
it's clear to me personally that the robot *in many situations* is operating somewhere in the human range of intelligence-
such a level of intelligence is a surprising result, seeing as its "brain" is holding 1000x less data than the most basic approximation of the human brain
GPT-3 seems to have skipped a bunch of stages on the evolutionary ladder and as such feels extremely uncanny valley to us. it's like a precocious child with a massive breadth of knowledge that often loses the plot b/c it's learned everything through reading books
animal consciousness probably started off as little more than real time processing of sensor fusion, then slowly climbed up the cognitive tech tree to emotion for relationship purposes, spatial reasoning for advanced planning, abstract reasoning for language, self conception etc
all in all i'm incredibly surprised that we've gotten to this level just 10 years after the birth of modern "deep learning", and the trajectory of the GPT models tells me that we haven't even reached the terminus of this approach, so long as we can scrounge up more compute
we have "consciousness" on an honeybee brain and "high reasoning" on a mouselike brain. The question going forward IMHO is, how to leverage the unsupervised learning of GPT3 with the reinforcement learning of game AIs and create agents that are both *conscious* and *intelligent*
But watching starcraft agents play, it's clear that these have not learned a level of abstract reasoning anywhere close to where GPT-3 is at. Their "brains" are also much smaller, (1000 times smaller than GPT3)
(excellent related @gwern article here:https://www.gwern.net/Tool-AI)
but also by the same definition, we've already built nearly conscious bots. For example, you can watch small neural nets play Atari games or leviathans playing Starcraft. Game-playing AI (reinforcement learning) has a real-time OODA loop baked into its core - action and reaction
while such a level of generalization is proof to me that it's intelligent, it's clearly not *conscious* in that there's no OODA loop for it to interact with its surroundings, act, reassess, fight to survive, has rudimentary self-conception(a panda is conscious by this definition)
it seems maybe the Attention Transformer itself is that mystical architecture that was needed to make the jump
tl;dr gpt3 is obscenely smart but not conscious. to achieve both I think we will need *agentic* language models
@Noahpinion there's a neat scifi horror story about an AI demon that inhabits a guy's computer and subtly shifts all his input and output to goad him into certain ideologies
of course, facebook, twitter, youtube have already created a bad approximation of this
@charliebsu@Noahpinion our societies become more low trust by the minute. the price of lying is too low. eventually we will build misinformation immune systems fit for the internet age tand balkanize into info zones where we can actually verify truth
@charliebsu@Noahpinion i think the elites are just as susceptible to info pollution as the average person is. in fact they're more likely to hunt for bad info and get caught in local minima b/c they more often engage with ideas that aren't tested in the daily reality of their life at all
the AIDungeon phenomenon is incredible. Future generations of AIs will train on the old AIDungeon logs and finally we will be stuck one day communing with godlike intelligences by LARPing as a dungeon crawler
@jachaseyoung the way these models work, they can compare between different outputs and tell you which of them seems more likely. So yeah, it could probably pick a best ending out of a given set and refine it further and such
@jachaseyoung absolutely dude
but I will say, I’m grading on a scale for the AI. I would not have been unduly impressed if a human had written the same thing(s)
@alecbzr dammit bro
you shouldn’t tag people in posts where others are poking fun at them
he blocked me for this — in the future dropping a screenshot is better than a quote tweet