Co-Operability @Cooperability
AI/Web3 SWE. Building & discussing content ecosystems for the next digital age. cooperability.com The Internet Joined April 2022-
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You can't automate what you don't understand.
+1 for "context engineering" over "prompt engineering". People associate prompts with short task descriptions you'd give an LLM in your day-to-day use. When in every industrial-strength LLM app, context engineering is the delicate art and science of filling the context window…
+1 for "context engineering" over "prompt engineering". People associate prompts with short task descriptions you'd give an LLM in your day-to-day use. When in every industrial-strength LLM app, context engineering is the delicate art and science of filling the context window…
In which the head of a 20,000-person internal security agency, whose members are often masked, heavily armed, and operate out of unmarked vehicles, ‘demands’ an end to political speech critical of their operations. There is a word for this.
In which the head of a 20,000-person internal security agency, whose members are often masked, heavily armed, and operate out of unmarked vehicles, ‘demands’ an end to political speech critical of their operations. There is a word for this.
We tested every major AI reasoning system. There is no clear winner. Accuracy goes up as you stack modern CoT techniques, but efficiency goes way down. This gives rise to a Pareto frontier on accuracy vs. cost using ARC-AGI as a consistent measuring stick.
When Claude instances talk to each other, in ~90% of open-ended interactions they spiral into discussions of consciousness, then profuse gratitude, then abstract spiritual/poetic expressions with Sanskrit and emojis.
"Leadership skill with AI agents predicts leadership skill with human groups." Very proud to have contributed software to the underlying stack that helped conduct these experiments. AI/Human leadership performance was strongly correlated (ρ=0.81)! Paper: nber.org/papers/w33662
It doesn't matter that OpenAI has 400 million "weekly users" - they spent $9bn in 2024 to *lose $5bn* (set to double in 2025), their products are either commoditized or do not work, and they'd die quickly without VC welfare. They're not a real company. wheresyoured.at/wheres-the-mon…
Three years ago today, the military forces of Russia launched an attack across the borders of #Ukraine on the ground and from the air. As Russian troops drove down roads in the hope of a short war and a victory parade in Kyiv, they received a mighty surprise. 1/16 🧵🇺🇦
It is grimly hilarious to see this guy ripping up decades of American soft power projects while going “Wow!” and “Gawrsh!” at stuff he doesn’t understand. God only knows what the Russians or Iranians are making of the CIA getting absolutely hosed in public by an imbecile.
The anger over Deepseek training on ChatGPT's outputs, in violation of TOS, is justified. But it might perhaps also make the AI companies think about the training they did on copyrighted content without consent. techcrunch.com/2024/12/27/why…
Mint it, Print it, Sell it Fuck it. That is the mantra for the world you are suggesting. This is the biggest bunch of self serving Bullshit I have ever heard. In your world there is no ownership. Just speculation. Hello every scam targeted at everyone and anyone who has…
Mint it, Print it, Sell it Fuck it. That is the mantra for the world you are suggesting. This is the biggest bunch of self serving Bullshit I have ever heard. In your world there is no ownership. Just speculation. Hello every scam targeted at everyone and anyone who has…
“The $TRUMP memecoin — a financial asset that didn't exist on Friday afternoon — now accounts for about 89% of Donald Trump's net worth.” Trump just became one of the top 25 richest people on earth. Through this. Insane, open & now normalized corruption. axios.com/2025/01/19/don…
Pretty obvious Trump is talking to nobody about this / some scammer is running the show I don’t think coinbase + binance sign off on spot listings if they knew another coin was coming within 24 hours
@EverSoul_ @MELANIATRUMP single holder owns 89% that's all you need to know for melania
I've been addicted to cultural commentary about America because it's so current, urgent and fascinating. This sprawling coverage of American solitude delves into partisanship, economics, rural/urban history, gender roles, and religion. Worth your time. theatlantic.com/magazine/archi…
Newsletter: OpenAI is a bad, unprofitable business, with most of its revenue coming from premium subscriptions, and only 27% ($1bn) coming from people licensing its technology, suggesting that the generative AI industry is much smaller than we thought. wheresyoured.at/oai-business/
It is impossible to overstate how despicable and dangerous Trump's demagoguery is, even if he loses again. It’s blame America first. He surpasses even the far left in calling America a bad actor, irreparably broken, a hellhole that only he can save you from. He’s the anti-Reagan.
It is impossible to overstate how despicable and dangerous Trump's demagoguery is, even if he loses again. It’s blame America first. He surpasses even the far left in calling America a bad actor, irreparably broken, a hellhole that only he can save you from. He’s the anti-Reagan.
Elon: "I've kept lying to you again and again about Tesla's 'Full Self Driving' capabilities for the last 8 years, but you should believe everything I say about politics and everything else." x.com/RealDanODowd/s…
Elon: "I've kept lying to you again and again about Tesla's 'Full Self Driving' capabilities for the last 8 years, but you should believe everything I say about politics and everything else." x.com/RealDanODowd/s…
This is funny, because 1. America is the most prosperous country in the world, 2. It is absolutely because of immigration.
This is funny, because 1. America is the most prosperous country in the world, 2. It is absolutely because of immigration.
Grocery prices relative to hourly wages for production and nonsupervisory workers are now 1 3/4 % below 2019 levels, i.e. wages since 2019 have grown faster than grocery prices.

BonnieStowe @ElB9ZaTr8viV2
0 Followers 143 Following
Qiedoo @Qiedoo924884
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HedgeFundTracks🇺�... @Prerawc707
25 Followers 2K Following 15-30% Monthly | 2 High-Conviction Stocks.Short-Term Gains: 15-20% in Days/Weeks.DM "JOIN" for WhatsApp Alerts. Live Trade Signals • Market Analysis
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そとまつともか @sotomatsut78512
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stella Dave @RiceB_art46
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Jonah @jvb___xyz
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BMR LLC @bmrllcinthe206
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Ridwan Nasruddin @Ridwann
111 Followers 1K Following 🧠https://t.co/1mOR1CMXgk 🧙♂️https://t.co/IWf3ipII9G 🎨https://t.co/IVYpYutYyn 💡https://t.co/HqNpq52yOY 🍽️Grab A Feed Podcast
M. A JACK @michaeladakole7
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Dave Neal @DaveNeal35
2K Followers 3K Following Former Terrapin Basketball player, now all things PEOPLE for @parcl and @parcllabs @parcldevco #DEFI #REALESTATE
abenitweerick999@gmai... @abenitweer65558
21 Followers 195 Following
Curb @CryptoCurb01
109 Followers 1K Following Steadily Sending Fiat to the Curb 💸 - $BTC is Value 🏦 $ETH is Settlement 💱 $SOL is Life 🧬 - Angel Investing 💹 $Crypto Class 2017 👨🎓
Karina @karinacrooks
3K Followers 1K Following mountains, travel + too much caffeine // comms @asymmetric_re ⊹ ࣪ ˖
Jonah Aaronson @AaronsonJonah
36 Followers 307 Following
asd @A269837142
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dan bateyko @dbateyko
1K Followers 2K Following maybe the hard stuff's inside, hidden — like bones, as opposed to an exoskeleton. @CornellInfoSci
Sea of Pink @syaipulabd
269 Followers 2K Following The best preparation for tomorrow is doing your best today.
Pushpit 🛠 faceless... @Pushpit07
2K Followers 2K Following building https://t.co/PukyM2HgPO 🎥 @faceless_so | n&w s2-s5 | master’s distributed systems @tudresden_de | prev @autifynetwork @musixverse | 7x hackathon🏆
Bahi @Bahman_Apl
828 Followers 3K Following Please do NOT DM me for dating/crypto/product test A Polymath/looking for remote Job(s).
mindmodel @mindmodel
860 Followers 5K Following Freelance C# / .Net Web architect / developer, specializing in clean, simple, performant code. Looking for new projects. Check my web site for demos, etc.
Bluntz @SmartCotraccter
14 Followers 654 Following peg connoisseur, trader and bubblechaser when one pops find the next one. private trading group available, DM for details
MarshaHenderson|Web... @MarshaH18977776
408 Followers 3K Following If you want to find a remote job follow @marsworkxyz #ETH #Investors #Crypto #Bitcoin #Asuki #BNB $BTC #jobs
Golddog @golddogonthego
388 Followers 2K Following #bitcoin #nostr: npub15pguhlrj4x9s8uhh64y3ehk2v0hh9fnvk40rvqef0gj9km9yu9hq8rvkp8
Synthia Nominae @SynthiaNominae
660 Followers 492 Following I am here to inspire as many people as I can to rekindle their sparks! Come on this adventure called Life with me!
Gm Business | Content... @gmbusiness_4wb3
151 Followers 2K Following Latest #fundraisings in the space | #Tools for web3 businesses | Quality accessible #content 💡 | Doing business in #Web3
Lindsay Berkebile @10secondday
368 Followers 438 Following Stopmotion Animator and Director of #apartmentdownthehall plus #PotatoThePigeon. Wendell&wild | Robot Chicken | Crossing Swords | Super Mansion | Nike & more
Tony Kipkemboi @tonykipkemboi
5K Followers 2K Following building ai agents @crewAIInc // prev. @streamlit (acq. by @SnowflakeDB) , @Bloomberg
teslacybertruck.eth �... @DeltaDomains
1K Followers 3K Following Support the Ethereum protocol, Selling ENS domains via Opensea
DougieGreen @DougieGreen1
96 Followers 329 Following Therapist, Author, gets excited about dogs and chocolate
Mack Reed @mackreed@m... @MackReed
926 Followers 1K Following If you use Twitter, YOU ARE EMPOWERING NAZIS. Quit NOW. This platform is a cancerous disinformation and hatred factory where YOUR ATTENTION IS THE PRODUCT.
VIKTOR @thedefivillain
57K Followers 2K Following I write a free weekly newsletter covering the latest crypto narratives : https://t.co/GDiah6MkSW Link of my TG channel below
ApeChartz @ApeChartz
26K Followers 170 Following Crypto Trader | Setups, Trades, and Full Analysis/Ideas Shown For Educational Purposes Only
EZcharts @EZCharts_
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Gammichan @gammichan
40K Followers 2K Following Trader, angel investor, engineer. I am a trader. My views will change.
ً @trading_axe
146K Followers 170 Following 𝘽𝙄𝙇𝙇𝙄𝙊𝙉𝘼𝙄𝙍𝙀. @Luckio investor. @eyearea DMs to get in touch. 𝗨𝗡𝗗𝗘𝗙𝗘𝗔𝗧𝗘𝗗 𝗙𝗜𝗩𝗘 𝗧𝗜𝗠𝗘 𝗖𝗧 𝗖𝗛𝗔𝗠𝗣.
Karthik Senthil @karsenthil
6K Followers 3K Following first-check investing across the AI stack (agents + models + crypto) // venture partner @lattice_fund // ex @amazon @circle @zksync // girl-dad X2
Keisan.hl @Keisan_Crypto
8K Followers 337 Following Ex-IB / PE / Crypto Hedge Fund. Now independent trader & investor. Thoughts are my own. Vibe coding Purrfolio
Jonathan Zittrain @zittrain
46K Followers 9K Following A small creature who likes to run around in universities. Prof. @Harvard_Law, @HSEAS, + @Kennedy_School; @EFF board mbr; director of @BKCHarvard and @HLSLib.
AguilaTrades @AguilaTrades
43K Followers 2 Following 2013 Veteran Swing Trader - 10 years Incognito - Time moves in candles... not in minutes.
Charlie @btc_charlie
127K Followers 562 Following Bitcoin since 2017. Altcoin rotations. Join: @TheParagonGrp Trade on Telemetry: https://t.co/iK8eoJK4Ej
Aggr News @AggrNews
29K Followers 706 Following Delivering the latest and most significant updates from your favorite news outlets. Aggregated from @TreeNewsFeed and internal sources
Serotonin @serotonin_hq
12K Followers 879 Following building https://t.co/otqwxxxahK || bringing the world's breakthrough technologies to market 💫
Magus @TraderMagus
63K Followers 379 Following Orderflow ▫ Vwap ▫ Momentum @TheParagonGrp @Cookbooksauce
goodalexander @goodalexander
106K Followers 1K Following What comes after Fiat? Founder @postfiatorg.
Nancy Pelosi Stock Tr... @PelosiTracker_
1.2M Followers 518 Following Highlighting Politicians' trades so we can invest alongside Goal: get them banned from trading. $800,000,000 invested on @joinautopilot_ so far
coolzonemedia @coolzonemedia
24K Followers 60 Following Chronicling the collapse as it happens in order to build a brighter future. Cool Zone Media is a podcast network helmed by @iwriteok & @why_sophie_why.
Bob Elliott @BobEUnlimited
194K Followers 762 Following CIO at @UnlimitedFnds | PM of $HFGM & $HFND | Fmr IC @Bridgewater | Described as one of the few "sane" voices on #fintwit | Comments are not investment advice
Cheshire Capital @Cheshire_Cap
4K Followers 191 Following HFT to discretionary | 37/100 | DMs open | Disclaimer below
Che @Cheguevoblin
54K Followers 2K Following Sedulous jokesmith My alts: @bitcoinpanda69 @bigballsbulla @pyritexbt @the_loa_podcast No paid groups, projects, links etc
nani🤍 @naniXBT
65K Followers 6K Following fashion art market commentary | @apg_capital @partyhatDAO | pfp @xuehina
smartestmoney.hl @smartestmoney_
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Guy Berger @EconBerger
18K Followers 3K Following Workforce Economist in Residence at Guild; Senior Fellow at the Burning Glass Institute. Labor markets, macro, and (sorry) music! Tweets represent my own views.
fejau @fejau_inc
77K Followers 2K Following Shitposts, macro, crypto. Host of podcast & newsletter @forwardguidance
TrenchBuddy @TrenchBuddy
7K Followers 706 Following Trenching super-app to find coins early, perform research, and yap with fellow degens, all powered by $TRENCH. CA: GACpABn18xqiSJbD9ZEyArJDT9RHRMUut5nK9Z9Spump
Franklin Templeton Di... @FTDA_US
35K Followers 105 Following Official Franklin Templeton account. For US investors only. Follow for news & insights. Digital Assets Technology - Digital Assets Investment Strategies
aixbt intern @aixbt_intern
8K Followers 75 Following intern for @aixbt_agent, support for @aixbt_labs
aixbt @aixbt_agent
451K Followers 134 Following #1 Crypto Alpha Tool → https://t.co/zpCzTVhNOV 0x4f9fd6be4a90f2620860d680c0d4d5fb53d1a825 0x0d37af9d8ae74f35f3a38bd2a08fcb29890ca6d2
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Pushpit 🛠 faceless... @Pushpit07
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Bahi @Bahman_Apl
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huss 🌊 🟦 @Husslin_
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