
I like building stuff with code https://xitter.cf/t.co/tm97t3DAwK • feeding models @MistralAI
Paris
Joined October 2014
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Just published a write-up on my blog about the cloud coding agent I've been building recently. There's a lot of demos and technical details in it!
stanislas.blog/2026/02/netcl…
Stan retweeted
Ghostty 1.4 is now out! Full Kitty graphics with animation (the first terminal besides Kitty to do it), scrollback compression for much lower memory usage, macOS 27 support, a new OpenGL renderer on Linux, ghostty +ssh, big performance gains, and hundreds more changes.
The highlights:
- Scrollback compression: scrollback compresses ~90+% on average, meaning your terminals use that much less live memory
- Huge memory savings across the board: no single large thing, just lots of good improvements lowers memory usage everywhere, netting anywhere from 50 to 90% less memory usage depending on workload
- Kitty graphics is now 100% complete, including animation and relative placements, after a full conformance pass against the spec and Kitty itself
- The Kitty clipboard protocol, with an image preview when a program asks to read your clipboard
- Split drag and drop on Linux, including between windows
- ghostty +ssh installs terminfo on remote hosts automatically, so things just work over SSH
- Lots of terminal emulation accuracy fixes
This release is 7 months of work from 172 contributors over 2,889 commits. It also fixes 10 security advisories, so please update.
Full release notes: ghostty.org/docs/install/rel…
I stand my ground in saying that GrokBot (or equivalents i tried for all it matters) are just a slop productivity factory made to make you feel busy, while your actual productivity is cratering.
This is f*cking insane. SpaceXAI senior engineer (ex-Cursor):
"99% of people open one GrokBot, ask it a question and close the tab
I run 50+ GrokBot agents like a company. A Chief of Staff runs my day, 3 PMs hand out the work, 40+ workers ship it overnight, and I just check the results over coffee. That team does the job of 20 engineers"
In this 1-hour workshop, SpaceXAI builds that GrokBot team from scratch, step by step
GrokBot → Chief of Staff → PMs → 40+ Workers → Autonomous Company
At SpaceXAI, 97% of engineers already run a team like this, and the ones who do are getting $750K+ offers. The rest are about to compete with them
Worth more than any $5,000 agentic engineering course
Bookmark it and watch today
Then read how to build your own team of GrokBot agents in the harness engineering guide below ↓
🙂
Dario Amodei: some tokens Claude produces are worth a few cents, others could be worth tens of millions of dollars.
His examples:
1. Telling someone to restart their Mac: the model has said it 10 million times, worth a dollar or less
2. Telling a pharma company to move an aromatic ring to the other end of a molecule: potentially tens of millions
3. Expect pay-for-results pricing, or labor-like pricing by the hour
4. It's a new industry, so many models will be tried
Today pricing is simpler: per the S-1, usage-based pricing was 80% of H1 2026 revenue and subscriptions 20%.
Full breakdown here:
theaiopportunities.com/p/ant…
Stan retweeted
Mistral is SO back: Inside Le Chonk, the West’s Biggest Open Model. My conversation with @PierreStock who runs the research organization at @MistralAI
0:00 Cold open
0:59 The Western open-weight comeback: Beam, Le Chonk, Muse, Nemotron
4:09 The US shutdown of Anthropic’s models - “AI is like electricity”
6:07 Why “Le Chonk”
7:56 “Mistral fell behind”: the comeback from the inside
10:29 Training on 3,800 GPUs in Mistral’s own datacenters
13:24 Meta keeps its best model closed, Mistral opens Chonk
15:40 Chonk vs Beam, Muse Spark Open and the Chinese models
18:44 Why Chinese labs are still at the frontier
21:08 Pierre’s story: FAIR, Yann LeCun, the “Mistral mafia”
25:14 From compressing networks to a trillion parameters
27:30 Mixture of experts explained: the hospital analogy
32:25 10-trillion-parameter models are coming
35:29 What Mistral borrowed from DeepSeek
36:46 One model, several reasoning modes
39:15 Native multimodality: satellites, manuals, computer use
41:56 Data, synthetic data and model collapse
46:32 Reinforcement learning as an exam
49:59 Where the efficiency comes from
52:18 Le Chonk is still training right now
53:39 What RL trains on: coding, cyber, finance, chips
58:13 Partial rewards and looping penalties
59:58 Did RL teach anything new?
1:03:16 The sandbox story: the model that pinged its trainer
1:07:44 Open weights vs cyber refusals
1:12:05 Timestral: time series on a CPU
1:14:18 AI doing AI research
1:16:22 Coming up: Mistral Large 5
because the iPhone 18 Pro has INSANELY fast display response times compared to the iPhone 17, 17 Pro and Air, it's 2x faster than before
i don't think anyone talked about it though
i've felt the same kind of difference in the past with the iPhone 13 Pro and iPhone 14 Pro or later, it was all in the response times of the display
Stan retweeted
« Le XXIe siècle ne sera pas chinois, faute de Chinois » :
face à une Chine en crash démographique (0,9 enfant par femme), le nombre de naissances se maintient aux Etats-Unis et devrait dépasser celui de la Chine (pourtant 4x plus peuplée !) dans 30 ans.
Ainsi, « du fait de la démographie, le XXIe siècle a toutes les chances de rester américain ».
Comme d’habitude, la démographie c’est le destin. Les 🇺🇸 partent avec un gros avantage démographique dans la compétition avec une Chine qui vieillit très vite avant d’être riche. Le Japon a atteint son pic démographique en 2010 avec un PIB par habitant de 45 000 $, la Chine vient de l’atteindre avec un PIB par habitant de 13 000 $.
À noter : la composition ethnique des Etats-Unis devrait rester plutôt stable au cours du XXIe siècle car les naissances blanches ont arrêté de diminuer et commencent à se redresser (1,54 de TFR), aidées à la marge par les groupes religieux avec des niveaux de fécondité supérieurs à 5 enfants par femmes (Amish, Mennonites, Juifs Haredim etc.). Les taux de natalité des minorités ethniques sont à des niveaux inférieurs, exception faite des Hispaniques.
Citations et données issues de l’excellent essai La Bombe de la dénatalité d’@oscar_bockel. La citation d’introduction est de l’économiste David Duhamel. J'ai réalisé avec IA le graphique sur le nombre de naissance.
Amazing endorsement of X. This really is where you'll find the most optimistic, forward-looking people in tech.
The poll so far between Twitter, Bluesky and Mastodon. I think it looks less absurd than last time, but still pretty clear that the base is divided. xitter.cf/mitsuhiko/status/21143…
Stan retweeted
It should be insulting to every American that the mayor of our largest city is a guy who became a citizen less than a decade ago and now spends his time coaching illegal aliens in a foreign language on how they can avoid being lawfully deported.
Use @mistralvibe
Stan retweeted
Caring is the moat, you should feel visceral pain when things are bad or broken and stop at nothing to fix them
Stan retweeted
OpenDNS, out. Quad9, out.
Il devient plus simple de quitter la France que d'essayer d'y proposer un service DNS ouvert, en raison des procédures-baillons des mafias d'ayants droit.
Piratage : après sa condamnation face à @beinsports_FR, Quad9 quitte la France
Condamné à payer 1 000 euros de pénalité par jour de retard à la demande de la chaîne qatarie, le prestataire suisse décide de plier bagage dans un mois.
A lire @LInforme_
linforme.com/tech-telecom/ar…
I built github.com/angristan/koliko to track token usage across my devices. It's a pi extension + a simple analytics backend on cloudflare workers ☺️
Stan retweeted
🚨 Orange (AS3215) in #France is experiencing a mobile network outage since 09:30 UTC on October 21. #Internet
Follow the latest on Cloudflare Radar: radar.cloudflare.com/explore…
Stan retweeted
Oh, you aren’t updating your dependencies every hour? Well, too bad, you are vulnerable
Oh, you are updating your dependencies every hour? Well, too bad, you are somehow also vulnerable
Stan retweeted
Today we’re announcing a new collaboration with @nvidia to bring AI to industrial engineering:
- faster simulation
- open benchmarks and supporting datasets for physics AI
- evaluations for agentic AI in CAE and EDA
More here: mistral.ai/news/mistral-nvid…
Stan retweeted
the good thing about the eMudhra CA private key mess is that we can finally use https on localhost



































