
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
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…
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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…
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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…
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the good thing about the eMudhra CA private key mess is that we can finally use https on localhost
Stan retweeted
My strongest “vibes not evidence” belief is that remote work is a cancer that’s making (most) people miserable even though it seems better in the short term.
Can an STT model make sense of a 135 year old recording?
I tested @MistralAI new Voxtral transcription model on a noisy French phonograph recording of Gustave Eiffel from 1891.
It matched 100 of 107 words in INA’s published excerpts (6.5% WER), while transcribing 75 additional words omitted from the reference.
It handled Eiffel’s dictation well but struggled with proper names and some guest dialogue.
A fascinating test of modern speech recognition on audio from 1891.
Stan retweeted
🎙️ Introducing Voxtral 3 !
A new family of SOTA speech models:
ASR: Mini & Small for batch transcription, plus real-time streaming
TTS: expressive, multilingual speech, batch + streaming
Voice agent SDK: low-latency conversations + tool calling
Available via API or on your own infrastructure !






































