ᨒ↟𐂂 ݁↟𖠰 𓋼𓍊 retweeted
Tutkimusryhmämme Riina Tykkyläinen puhui @justfood_stn #Ruokamurroksessa podcastissa aiheesta #ilmastoviisas #kouluruoka @Akatemia_STN
#Ruokamurroksessa podcastin 11:sta jaksossa aiheenamme on #ilmastoviisas #kouluruoka. Studiossa kokemusasiantuntijat Otaniemen lukiosta sekä tutkimusavustaja Riina Tykkyläinen @JYUfood Kuuntele: justfood.fi/fi-FI/content/63… @Akatemia_STN #ruokamurros
ᨒ↟𐂂 ݁↟𖠰 𓋼𓍊 retweeted
Little do they know, open weight models are quietly becoming censorship resistant, peer-to-peer swarms.
All thanks to passionate, apostolic nerds on the internet that want to see intelligence stay open.
Exhibit A
DeepSeek-V4.1-Flash-1017
DeepSeek-V4.1-Flash-1017-obliterated
DeepSeek-V4.1-Flash-1017-UNCENSORED-FP8
DeepSeek-V4-Pro
Huihui-Qwen3.6-35B-A3B-abliterated-MTP-GGUF
Huihui-Qwen3.8-27B-Abliterated-Swift-1.5-GSQ-RCO-NInfer
K2-Horizon-375B-A23B
Ornith-1.5-397B-FP8
GLM-5.2
SuperGLM-5.2-abliterated-NVFP4
Qwen3.8-27B-Defiance-Uncensored-MTP-GGUF
DeepSeek-V4-Flash-0731
Qwen3.8-Flash-Next-Uncensored-i1-GGUF
Flint-40B-A2.5B-abliterated
RVN-Qwen3.8-Flash-Next-Abliterated-Uncensored-IQ3_S-Strata
Most people who died of heart disease after a heart scan had no major blockage.
In a study of 40,091 patients in England's NHS, 8 in 10 had no major blockage, yet they accounted for nearly two-thirds of heart deaths.
Why? The standard scan report shows narrowing, but not inflammation. That inflammation predicted heart deaths even when there was no blockage.
CaRi-Heart, an AI tool from Oxford spin-out Caristo, reads inflammation from the same scan and combines it with plaque and risk factors to score risk.
In an NHS England pilot, one hospital reviewed 135 patients. For those with no major blockage, doctors advised more preventive drugs for 25 in 100 on the usual report. With CaRi-Heart, that jumped to 86 in 100.
The study measured advice, not heart attacks or deaths.
If you are told there is no major blockage, ask about inflammation, plaque, and whether a statin makes sense.
ᨒ↟𐂂 ݁↟𖠰 𓋼𓍊 retweeted
Ampersand, our collaborator model, is now on Vercel AI Gateway - use it free for the next week!
Ampersand matches or beats all frontier models (e.g. Fable and Astra) in multi-user long-horizon settings on our evals, and most on external cooperation and multi-agent coding evals, at 744b params (40b active)
Ampersand from @humansand is free on AI Gateway through Nov 13.
It is a model for group chats. It tracks what each person wants, then flags conflicts, shares context, and asks questions.
𝚑𝚞𝚖𝚊𝚗𝚜𝚊𝚗𝚍/𝚊𝚖𝚙𝚎𝚛𝚜𝚊𝚗𝚍-𝚟𝟶.𝟷
ᨒ↟𐂂 ݁↟𖠰 𓋼𓍊 retweeted
We will all be learning in coming weeks & months, that most human-made software:
▫️ Was really slow
▫️ Had many security vulnerabilities
▫️ Was under-specified and incorrect
AI will rewrite it all. Many times. It will make it fast, cost-efficient, and secure. It will think about failure modes we couldn't wrap our heads around.
It will prove, formally verify, load test, harden. It will turn memory-unsafe foundations into robust, optimized ones. If you ask, it'll thoroughly document it, teach you about it, make diagrams, animations, and slide decks.
In many ways, we are witnessing the true birth of software engineering.
Big milestone: @aave has acquired Avon’s technology and our team is joining Aave.
I started @avon_xyz to rethink how credit is priced and how liquidity and risk are managed, with the aim of bringing the depth of global credit markets onchain.
Together with Aave, we can take this further.
Huge thanks to @serayush, @cryptographicas, @saurabh_evm, and @mihir_1101. None of this happens without you.
And thanks to everyone who backed us early, especially @robotventures, @FigmentCapital, and our angels.
DeFi will win.
ᨒ↟𐂂 ݁↟𖠰 𓋼𓍊 retweeted
Yesterday, the DIFC Courts published The Dispute Resolution Oracle, a white paper proposing a way for court decisions to be carried out on tokenised assets.
This is part of the Courts of the Future initiative, launched by DIFC Courts and Dubai Future Foundation (DFF).
Proud to have contributed as a peer reviewer, alongside @Deca4HQ.
courtsofthefuture.org/#dro
ᨒ↟𐂂 ݁↟𖠰 𓋼𓍊 retweeted
Replying to @regenavocado
True words. The PreDefi Core of Crypto. The reason why early cryptopunks invested so much time and effort for colored coins, smart contracts, Bancor and Colu etc.
Rare thinking today.
Too many Happy Fat OGs?
ᨒ↟𐂂 ݁↟𖠰 𓋼𓍊 retweeted
The tragedy of MushPunk regens:
The Market of Lemons logic is a well known in the economic theory — the seller knows his product better than the buyer, sets the price higher than he himself values his product and tries to find a buyer who is ready to pay that price. The transaction happens if the buyer values the product more than the seller and the seller values the money he gets more than the Lemon product he is selling.
But what if a mushroom grower values his mushies more than any buyer?
ᨒ↟𐂂 ݁↟𖠰 𓋼𓍊 retweeted
Meet the people bringing the DeSci Hub at @EFDevcon to life🌍 From those shaping it behind the scenes to those bringing the vision to Mumbai 🧬
It takes a community to build a space like this🫶🏻
#DeSciIndia #DeSciHub #Devcon8 #MeetTheTeam
@jb87ua, @GordaBitcoin, @swiftevo1, @Kokoofweb3, @messi_boii, @aryaagarwaal, @sasha_7zee, @HarshiSehgal6, @Andre_Andrade_6, @Avataris12 @0xChefMike @nonfungibleyash
@DeSciWorld, @DeSciAsia, @DeSciLATAM,@MesoReefDAO, @DesciSeoul, @DeSci_Taiwan, @DeSciTokyo, @CancerDAOxyz, @ETHPanda_Org, @LXDAO_Official
ᨒ↟𐂂 ݁↟𖠰 𓋼𓍊 retweeted
Decentralized science is coming to Mumbai 🇮🇳
The Bio community is bringing researchers, founders and builders together for an afternoon of DeSci + AI with the first live demo of our lab robot, Robios.
Join us November 5 on the same grounds as @EFDevcon.
Sign up to attend and meet IRL ↓
ᨒ↟𐂂 ݁↟𖠰 𓋼𓍊 retweeted
DeSci Mumbai @EFDevcon is TOMORROW! 🇮🇳
Meet the people building AI tools for research, bringing robots into the lab and developing new ideas on @openlabsbio. Plus, see our lab robot, Robios, in action for the first time.
Register to attend or watch the livestream ↓
Decentralized science is coming to Mumbai 🇮🇳
The Bio community is bringing researchers, founders and builders together for an afternoon of DeSci + AI with the first live demo of our lab robot, Robios.
Join us November 5 on the same grounds as @EFDevcon.
Sign up to attend and meet IRL ↓
ᨒ↟𐂂 ݁↟𖠰 𓋼𓍊 retweeted
I'm reading RFD4 to prep for a journal club, and reading that + watching this talk from David Baker is giving me so much excitement about where protein design is going and what we'll be able to do soon!
youtube.com/watch?v=1mu3x97t…
ᨒ↟𐂂 ݁↟𖠰 𓋼𓍊 retweeted
1/ 🧪 a 753B open-weight science model trained on lab notebooks. @DeepPrinciple's Hydrogen-1.0 is @Zai_org's GLM-5.3 post-trained on chemistry, materials and life-science data, plus records and agent trajectories from their own labs. MIT license. 👇
ᨒ↟𐂂 ݁↟𖠰 𓋼𓍊 retweeted
and yet, the vast majority of hacks have leveraged models WITH guardrails (which tend to not always work that well… ask me how I know)
are y’all aware the main use case for abliterated models is legitimate offensive security work, which is largely necessary because the labs are unwilling or unable to provide adequate access to frontier cyber capabilities for whitehat defenders?
hey @grok who’s funding this group
ᨒ↟𐂂 ݁↟𖠰 𓋼𓍊 retweeted
An underappreciated aspect of the longevity sector is the fiscal opportunity for aging nations. Just as GDP growth can cover for poor fiscal policy, so can longevity and healthspan medicines cover for underfunded social security and national pension programs. Nations need solutions that extend the useful working life of their citizens to delay a tsunami of future obligations.

































