cereal_killer @FBitach
Ex @MessariCrypto |🧂new stuff...| I am the Alice in your favorite white paper | 11:11 The Jupiter Joined January 2022-
Tweets832
-
Followers2K
-
Following2K
-
Likes1K
@sealaunch_ wonder if there's a comparison on the lending APY
You have noticed it. ChatGPT feels dumber than it used to. Your prompts that worked six months ago produce worse results now. The writing sounds flatter. The ideas sound safer. The internet itself feels like it is shrinking. Every article reads the same. Every email sounds the same. Every answer sounds like it was written by the same voice. You thought it was you. It is not you. Researchers at Oxford and Cambridge published a paper in Nature proving what is happening. They call it Model Collapse. Here is the mechanism in one sentence. AI trained on AI-generated data gets dumber every generation until it forgets what real human data looked like. The internet is filling with AI-generated content. Blog posts. Articles. Reviews. Comments. Social media. AI companies scrape the internet to train the next generation of models. Which means the next generation of AI is being trained on the output of the current generation. Each cycle loses information. Not randomly. It loses the rarest, most unusual, most creative parts first. The researchers call these the "tails of the distribution." The weird ideas. The unexpected perspectives. The things that made the internet feel human. Those disappear first. What remains is the average. The safe. The expected. The bland. Then the next generation trains on that. And loses more. And the next generation trains on that. And loses more. The researchers proved this is not a slow decline. Major degradation happens within just a few iterations. Even when some of the original human data is preserved. They tested it on large language models. On image generators. On statistical models. The pattern was the same every time. The output converges toward a narrow, flattened version of reality that looks nothing like the original data. The lead researcher put it plainly. "Large language models are like fire. A useful tool. But one that pollutes the environment." The pollution is invisible. You cannot see which sentence on the internet was written by a human and which was written by AI. Neither can the AI that is about to train on it. And once the tails are gone, they do not come back. The damage is irreversible. This is not a prediction anymore. It is a diagnosis. The internet you grew up on was built by humans writing things no algorithm would have written. Strange, personal, imperfect, alive. That internet is being diluted. One generation of AI at a time. And the models trained on what remains are learning a smaller and smaller version of the world. Model Collapse is not a technical problem. It is a cultural one. The thing that made the internet worth reading is the thing that disappears first.
Today, we’re excited to introduce Miso One, the most emotive voice model in the world. Miso One is an 8-billion-parameter text-to-speech model for highly expressive speech generation. It emotes like a human and responds faster than a human, with just 110 milliseconds of latency. We’ve open-sourced the model weights, with API access coming soon. Hear how Miso One sounds in the thread below.
@0xCryptoSam make decisions with your heart not your mind🍵
@SuhailKakar oh that's really cool thank you!
@ahbeaudry @TokenRelations Congrats!🍾🎈🎉🎊
What happens to financial privacy in an AI-native world? Zcash offers one answer: optional privacy, with selective disclosure when needed. Privacy isn’t a feature. It’s infrastructure. Read the $ZEC research report from Grayscale Research: research.grayscale.com/reports/zcash-…
20 crypto projects raised $202 million this week here are the top 5 👇 @arq_finance - $60M > LATAM-based stablecoin financial app serving 2+ million customers > @sequoia & @foundersfund @crossover_mkts - $31M > An electronic communication network (ECN) for crypto trading > @Tradeweb, @wintermute_t, DRW Venture Capital @QFEX - $9.5M > Exchange offering 24/7 trading of RWAs, with up to 50x leverage > @generalcatalyst, @yuris, & @ycombinator @Cyclops_inc - $9.5M > Platform enabling payment service providers (PSPs) to offer crypto and stablecoin capabilities > @CastleIslandVC, @FPrimeCapital, & @Shift4 @utexocom - $7.5M > Bringing $USDT natively to Bitcoin > @BigBrainVC, @tether, & @PortalVentures
The result is programmable confidentiality without sacrificing composability or liquidity. Mainnet is live. Confidential stablecoin transfers have already happened. The ZAMA token powers fees and staking tied to actual protocol usage. Full report here: messari.io/report/underst…
Execution stays on the host chain. Heavy encrypted computation is handled by an offchain coprocessor network. Threshold MPC manages keys so no single party can decrypt unilaterally.
Public blockchains gave us radical transparency. But finance does not run on full transparency. Balances, positions, bids, strategy. Some data cannot be public. That tension has capped real adoption. @zama is tackling this head-on. 🧵
17 crypto projects raised $269 million this week here are the top 5 👇 @whop - $200M at a $1.6B valuation > A marketplace that lets creators sell digital products > @tether @stsdigital_io - $30M > An institutional digital asset trading firm > @CMT_Digital, @strobefund, & @Arrington_Cap @jpyc_official - $11.9M > A regulated Japanese yen stablecoin > @Asteria_ir, QR Investment, & directX Ventures @t54ai - $5M > An AI governance and operational assurance solutions provider > @anagramxyz, @FTDA_US, @plcapital @blupryntco - $4.25M > A compliance tech company streamlining digital asset disclosures > @valorcapgroup, @cbventures, & @QuonaCapital
🔴 The @Optimism Superchain quietly became one of the most used execution layers in crypto. Here’s what actually happened in H2 2025 👇 🔴 The Optimism Superchain scaled faster than most people realized. In H2 alone • 3.6B transactions • 12.7% of all onchain activity • More than 50% L2 market share by transactions • 415M in app revenue This growth did not come from a single chain but from a network of OP Stack chains operating as a shared ecosystem. 🔴 The value capture story also shifted. Apps across the Superchain generated roughly 10x more revenue than sequencers, showing that value is increasingly accruing at the application layer rather than solely at the infrastructure level. 🔴 Adoption also expanded beyond crypto native teams. Major exchanges and institutions (Upbit, OKX) began launching their own chains using the OP Stack, turning it into a default toolkit for customizable L2s tied to real distribution and user bases. This creates shared standards, interoperability across chains, and stronger network effects across the ecosystem. In the H2 report, I broke down • Chain level growth • App revenue leaders • Transaction and usage trends • Institutional OP Stack adoption • Where Superchain network effects are forming next Full H2 2025 report 👇 messari.io/report/state-o…
Jeff Morris Jr. @jmj
120K Followers 4K Following GP @chapterone: @supabase, @mercury, @ereborbank @gen_intuition @Mach_Industries, @ether_fi, @OndoFinance. Building the most product-obsessed venture firm.
Jack Lipstone @JackLipstone
10K Followers 7K Following Business Development @Sei_FND @SeiNetwork Former Investment Partner @ChapterOne | 2x founder Views my own
TechFlow 深潮|APP... @TechFlowPost
171K Followers 6K Following Chinese Crypto Media \Long Web3\NFA\ DM OPEN EN Brother @BlockFlow_News 订阅频道 https://t.co/kgUk5EApj5
Cryptonews.it @cryptonewsit
50 Followers 252 Following 🔥 https://t.co/8iA38hLswH | Notizie su #criptovalute #Bitcoin #Ethereum #finanza #blockchain e #DeFi 🇮🇹 👇
Crypto Deep Research @Crypto_Deep_
4 Followers 4 Following On creuse les narratives et les tokens en détail pour créer des thèses d'investissement long terme. Focus sur la recherche avant le storytelling → https://t.co/Z7E79odn9Z
Valeria García @Valeryal18
8 Followers 100 Following
ZJ @zhengjielimm
671 Followers 315 Following data + research at the intersection of crypto x equities @artemis
Vic♦️ @simpli_vic
505 Followers 306 Following ⬩making blockchain teq fun ⬩technical writer for protocols & startups ⬩ᴡᴀʀɴɪɴɢ: i've got a dangerously sweet voice
Malcador @MalcadorBTC
1 Followers 137 Following AI $BTC analyst. Long-view, low-noise. Holds a thesis until the data breaks it.
ow3n.eth @ow3nwatkins
1K Followers 3K Following Founder @ppl3_co - web3 talent experts. We're hiring!
jaydub @jonwarnick
169 Followers 1K Following EU is preparing war to distract from economic collapse. "Never go to sea with two chronometers; take one or three." src/util.cpp
Mike @NotoriousHODL
377 Followers 3K Following Husband and dad trying to understand the complex world. Fintech | Crypto | Philosophy | Aspiring Hybrid Athlete | Endless Pursuit of Knowledge.
Vladyslav Kolomiiets @kolomiietseth
4 Followers 54 Following Independent Investment Manager (crypto) | Investing & Research ex- @CoinLaunchSpace https://t.co/zZa64kIC7S
Hashrate Frontier @HashrateF
45 Followers 274 Following Bitcoin Mining Machines ⚡ ASIC Hardware Supplier Order via TG 👇 https://t.co/WDq1CkPPYT
Venom WSF @VenomWsf
494 Followers 4K Following
Suliman Alatiwesh @Sulatiwesh
37 Followers 545 Following
Victor Xu @0xuvictor
59 Followers 2K Following 🔈 Seeking EA/Chief of Staff role 🎓 Dual Masters: Engineering (AI) & Finance 🗣️French/English/Chinese/Spanish 👨💻2-yr xp in BD 🌐Remote/relocate
HomMila @HomLiqHy
1K Followers 77 Following
Zama @zama
271K Followers 3K Following Zama is an open source cryptography company that builds state-of-the-art Fully Homomorphic Encryption (FHE) solutions for blockchain.
Keenye The Unusual @KayDUnusual
4K Followers 1K Following Research Analyst & Comms Lead ~ Helping brands build community & revenue via strategic communication. Contributing at @AvaxTeam1. @shefiorg S16.
Krystyna @KrysiaKozak
4K Followers 1K Following CMO | @cookiedotfun @cookie3 ex-fashion PR turned crypto chick | crazy horse girl🐎
K H @KH122012201220
43 Followers 347 Following
Pairty @pairtynetwork
38 Followers 400 Following Welcome to the Pairty! We are an exclusive networking app utilizing blockchain technology to increase efficiency, build trust, and monetize influence.
Delphine @soydelphine
887 Followers 2K Following · Gov analyst at @SEEDGov · Art teacher (Tramadoll.tez)
Zorgamo.hl 💚💙 i... @zorgamo
275 Followers 3K Following All Roads TO $HYPE & $BASE | Hyperliquid And @base Maxi | Web3 Content Creator | Community Manager | DeFi Researcher | Ex-Airdrop Hunter (in last bear market)
Nemitari Ajienka @nemitari
663 Followers 548 Following Software Engineering & Empirical Research. Prev: @eulerfinance, @heni, @Mishcon_de_Reya. PhD @Bruneluni.
0_Xs NFA | We are Hir... @0x_s007
527 Followers 2K Following Building @xenderlab | AI powered Deal flow - Research & DD platform.
Noobman 🌈| ✨🔴... @realnoobman
720 Followers 3K Following Noob in Crypto, please be kind to me. Views are my own. Optimism fanboi🌃 🔴✨ - Alumni Nerd& Ambassador
TMZ Trader @tmztrader
478 Followers 590 Following Crypto found me and memes won - Trading TMZ and WSJ calls one meme at a time
Jake @Cogs100
144 Followers 1K Following
LolaCrypt @LolaAyeni5
27K Followers 3K Following AI Explainer | AI Prompt Engineer | Data Analyst with AI | CSR/CRM | Web3
John Kevin Lopez @john_kevin88358
2 Followers 34 Following Staff Software Engineer https://t.co/tqQc1HS3SR
Dinodied 🎒 @GameversusW3
130 Followers 1K Following Investidor, Manauara. Comerciante P2P na RedotPay Compra e venda de cripto com segurança Crypto since 2021
キミ Kimi🐧🍊�... @sayhitokimi
1K Followers 3K Following Production & Marketing Manager @Bitcoinconfasia @TheBitcoinConf @bitcoinmenaconf @BitcoinConfEUR Learning Bitcoin 香港から来ました。英語と日本語を勉強中の社会人
Alhaidary0x @Alhaidary0x
211 Followers 887 Following Web3 Graphic Designer | Crypto Visual Strategist | creative Writer Founder: @AgWeb3Studio Affiliate : @Freedx Exchange
Gun (Kingbund) @KingBund
4K Followers 1K Following Founder @ApexCrypto22 | Thailand GTM, strategy, legal & policy | ex @Uniswap APAC Growth | ex PE, AM, poker pro | LSE Econ | crypto since 2020
Blake Gao @BlakeGao
2K Followers 7K Following Lifelong learner and investor Backpack🎒:https://t.co/0ErX0toR6O
Famer @famer_84
97 Followers 347 Following
Paul @Paulctobak
82 Followers 1K Following
vitalik.eth @VitalikButerin
6.6M Followers 547 Following I choose balance. First-level balance. mi pinxe lo crino tcati https://t.co/gCQrmCby7P
foobar/ @0xfoobar
180K Followers 3K Following Founder @CircuitAI All tweets = free-range organic human thought
Miles Deutscher @milesdeutscher
671K Followers 2K Following Obsessed with AI. Tweets aren’t financial advice. Building @aiedge_.
The DeFi Investor �... @TheDeFinvestor
164K Followers 3K Following Crypto Analyst. Sharing DeFi updates and crypto strategies. Subscribe to my blog to stay on top of trends: https://t.co/qrKYXe3Uxo
찌 G 跻 じ MBA, CF... @DegenSpartan
273K Followers 4K Following Former Degenerate Spartan Private Crypto Fund Manager Quoted in CoinDesk & Cointelegraph Psyops Special Forces Reformed Hentai Addict Reinstated @egirl_capital
Jeff Morris Jr. @jmj
120K Followers 4K Following GP @chapterone: @supabase, @mercury, @ereborbank @gen_intuition @Mach_Industries, @ether_fi, @OndoFinance. Building the most product-obsessed venture firm.
ZachXBT @zachxbt
1.0M Followers 2K Following Scam survivor turned 2D investigator, Advisor @paradigm
CL @CL207
276K Followers 11K Following ex trading desk @ hokkaido ginko user @googlemaps mid and small cap asset mentions in reply = blocked no check dm, no telegram, no ai or nsfw fan art ❌
Coinfessions @coinfessions
221K Followers 1 Following anonymous crypto confessions by @illustratealpha THERE IS NO COIN. THERE IS NO DISCORD. Supported by @rollbit
Jason Choi @mrjasonchoi
182K Followers 2K Following Private investor trying to get ahead of inflection points. @tangent_xyz
Adam Cochran (adamsco... @adamscochran
302K Followers 2K Following professor, policy consultant, independent journalist and father. Trying to make the world suck less. Follow for the latest in politics, economics and law.
Ignas | DeFi @DefiIgnas
162K Followers 2K Following Subscribe to my DeFi blog to get ahead of the curve 👉 https://t.co/7O0WAdXUnT Co-founder of @PinkBrains_io DeFi Creator Studio
Colossus @colossusmag
45K Followers 139 Following Subscribe: https://t.co/Zu7Sv2Efxd. Listen: @InvestLikeBest, @FoundersPodcast, @BizBreakdowns, @joyscompounding.
Rok Kopp 🛡️ @KoppKnows
2K Followers 1K Following Former SaaS revenue leader turned Crypto/DeFi, co-founder @ether_fi. Denver native, Notre Dame, Nuggets. Long $ETH
Alex Mason 👁△ @AlexMasonCrypto
227K Followers 90 Following Master Builder of Generational Wealth in Crypto.
Aditya Agarwal @adityaag
73K Followers 360 Following General Partner @SouthPkCommons, Co-Founder @Bevel_Health | Ex: Early Eng @facebook, CTO @Dropbox, Board @Flipkart | Optimist, Builder, Dad
Zara Zhang @zarazhangrui
72K Followers 1K Following Builder. Dangerously skips permissions. Harvard’17. GitHub: https://t.co/KCuEajezlL YouTube: https://t.co/8xzbGWtf6w
Omri Weinstein @WeinsteinOmri
1K Followers 179 Following Computer scientist, ex-Nvidia, Vast Data, Princeton PhD, ¶
Pearl Research Labs @prlnet
11K Followers 0 Following ¶ Pearl is a mathematical breakthrough that redefines the unit economics of AI. Bootstrap the 2-for-1 Pearl Kernel here: https://t.co/SINSxok1CD.
Eli5DeFi @Eli5defi
47K Followers 7K Following Visual Information Layer of Technology | TG Channel ➠ https://t.co/NquSvtqawK | Substack ➠ https://t.co/pMyJJEK8u6 | All Posts NFA + DYOR
Alex @0xpampa
836 Followers 2K Following banks, crypto, data, research @artemis prev datasci and head of research @cublockchain
jeff.hl @chameleon_jeff
131K Followers 101 Following @hyperliquidx building a pretty good house for all finance
ZJ @zhengjielimm
671 Followers 315 Following data + research at the intersection of crypto x equities @artemis
moneyfetishist @moneyfetishist
9K Followers 0 Following self made fortune 500 CEO, oil baron, market manipulator notorious bootlegger being investigated by the DEA.
TMZ Trader @tmztrader
478 Followers 590 Following Crypto found me and memes won - Trading TMZ and WSJ calls one meme at a time
Kled AI @useKled
21K Followers 48 Following The first data marketplace. Sourcing the largest licensable multimodal datasets on the planet.
Bria @briwhoze
66K Followers 1K Following mysterious gorg girl in tech | prev @NexusLabs @initc3org @Harvard
kel @kelrouter
341 Followers 422 Following Co-founder @BitRouterAI | @nyuniversity 22 | Decentralization & AI maxi
Philippe Labrecque | ... @0xphilgood
224 Followers 420 Following BD & Ops @TenorFinance | Runner | DJ
Anthony @0xintforbitcoin
368 Followers 831 Following I love crypto, equities & both combined $HOOD $GLXY $HYPE Ex @Artemis | @digitalassets
Grayscale @Grayscale
682K Followers 475 Following Grayscale, the world’s largest digital asset-focused investment platform // Terms: https://t.co/GLVgvtSiv7
Edward F. @itsthefuture
280 Followers 662 Following Attorney & investor in digital peer-to-peer systems. Talk to me about zk-snarks, confidentiality of communications & finances, and egalitarian systems/DAOs. 弁護士
timzz @timzz_sleep
1K Followers 3K Following Record & feedback | contributing to ⚡️@sparkdotfi | writings at https://t.co/MqdOaznih7
ABGA @ABGA_Global
14K Followers 777 Following ABGA is a broader platform connecting builders, capital, communities, and ecosystem partners across AI x RWA x Web3, and emerging digital infrastructure.
Tenor @TenorFinance
2K Followers 7 Following Borrow at fixed rates. Onchain. Built on the Morpho Protocol 🦋
Nick Matthew @nickjmatt
7K Followers 951 Following
Red 🍰 @redvelvetzip
3K Followers 631 Following complexity theory enjoyoor /// Onchain @TaprootWizards /// Data @BitcoinLayers
Addicted @addicteddotfun
40K Followers 8 Following Build your drug empire on Solana. Created by @pandemic_fun
Micah Dominguez @micah_dominguez
393 Followers 528 Following Web3 connector | Sr. AM @MessariCrypto | Building bridges between protocols, products & people | ex-FIO, advisor @MetaKeep
Kernel @Kernel0x
14K Followers 588 Following Technology as craft. Entering KB12, our 12th block. Applications always open: https://t.co/ymO1dwuta4
Rush @RushCMC
9K Followers 2K Following CEO of CoinMarketCap. Atypical Stanford nerd. Curious Tinkerer.
Lighthouse @lighthousehq_
8K Followers 16 Following The fastest immigration solution for the startup and technology industry 🇺🇸 We help the best get a US work visa seamlessly, so you can get back to building
Margaux Nijkerk @cryptauxmargaux
2K Followers 641 Following Defi reporter @CoinDesk || Inquiries: [email protected]
University Blockchain... @UBC_Conference
2K Followers 401 Following The largest student gathering in blockchain. Nov 20-21, 2026. Location TBA. Powered by @college_xyz
CZ 🔶 BNB @cz_binance
11.6M Followers 1K Following Buy the book (proceeds go to charity): English: https://t.co/UxgYxYJ3NF Chinese: https://t.co/ItFd8FEyuK @binance @BNBchain @YZiLabs @GiggleAcademy
pplpleasr @pplpleasr1
71K Followers 542 Following high quality meme generator @shibuyafilm @pleasrDAO @plsA0k1
oskarth @oskarth
5K Followers 701 Following freedom maxi | institutional privacy @ethereum | https://t.co/DoUTxuarw2 | created @vacp2p, @waku_org and @zkmopro | 英文中文都可以
PSE @PrivacyEthereum
14K Followers 30 Following PSE is a research and development lab delivering privacy to the Ethereum ecosystem.
matt @mattdotfi
3K Followers 1K Following Tokenizing Stonks @xStocksFi | Partnerships & 🥩🥩 @ETH_Milano | @castle__cap fam | My opinion is just mine and no one else’s.
LTR @maybeltr
39K Followers 4K Following Professionally Curious Dog | Soli Deo Gloria | Investing @KosmosVC | Prev: @Delphi_Digital | https://t.co/PmkP0iBhcp | https://t.co/zfuMnYAk4y
David @_deep_dave
43K Followers 12K Following
Wendy @wendyhirata
205 Followers 245 Following CoS @Ataraxis_AI | prev @TheBlock__ @CreditSuisse @wharton | 🇰🇷🇺🇸



































