TL;DR: Almost all LLM reasoning is fake.
GENERATIVE AI
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xAI Releases Grok 4.20 Beta Models
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xAI released 3 new Grok 4.20 models on their APIs – grok-4.20-beta-0309-non-reasoning
– grok-4.20-beta-0309-reasoning
– grok-4.20-multi-agent-beta-0309 "Grok 4.20 Beta is our newest flagship model with industry-leading speed and agentic tool calling capabilities. It combines -
New Tool Automates Backend Development for AI Agents
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The biggest bottleneck in Agentic dev?
— Charly Wargnier (@DataChaz) 11 mars 2026
The backend.
@insforge_dev 2.0 is aiming to fix this 👀
→ Instantly turns Cursor/Claude into full-stack builders
→ Auto-generates your DBs, auth, storage
→ Provides a context-optimized layer for edge functions
Free & open-source 🧵 ↓ https://t.co/NCz8TU0QzgThe biggest bottleneck in Agentic dev? The backend. @insforge 2.0 is aiming to fix this → Instantly turns Cursor/Claude into full-stack builders
→ Auto-generates your DBs, auth, storage
→ Provides a context-optimized layer for edge functions Free & open-source ↓ -
Europe’s Nuclear Phase-Out Threatens AI Production Competitiveness
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15 ans à casser le nucléaire Résultat l’électricité est 2,5 fois plus chère en Europe qu’aux USA et en Chine Il est donc quasi-impossible de produire de l’IA en Europe car il faut beaucoup d’électricité Bruxelles et les écologistes ont été économiquement criminels
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Anthropic Institute Now Hiring: Join the AI Leader
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The Anthropic Institute is hiring. You can learn more about our work and priorities at the link below:
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AI Progress: Opportunities and Economic Societal Challenges Ahead
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Powerful AI offers vast upsides in science, development, and human agency. But the continued rapid progress of the technology may also create new challenges, including abrupt economic changes and broad societal impacts.
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Explaining why AI’s ability to condense information is the future we need
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C’est le futur dont nous avons besoin, mais la plupart des gens qui ne comprennent pas comment fonctionne l’IA ne comprendront pas pourquoi.
— Defend Intelligence (Anis Ayari) (@DFintelligence) 11 mars 2026
Donc laissez-moi vous expliquer rapidement.
L’IA générative a pris une telle puissance parce qu’on a trouvé un moyen de mieux “condenser”… https://t.co/wcdfvTurG3This is the future we need, but most people who don’t understand how AI works won’t understand why. So let me explain it to you quickly. Generative AI has gained such power because we’ve found a way to better “condense” information and, above all, to learn this condensation
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Flash Attention 4: Advanced AI Model Optimization
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Paper: https://
github.com/Dao-AILab/flas
h-attention/blob/main/assets/fa4_paper.pdf
…
Code: https://
github.com/Dao-AILab/flas
h-attention
… Our report: https://
mp.weixin.qq.com/s/b0npsCoBPrbE
GhvadM-n_A
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Anthropic Presents New Approach to Eval Awareness Testing
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Source: https://anthropic.com/engineering/eval-awareness-browsecomp
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Extracting VC Value: AI Coding Tools Tokenization Strategy
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claude, codex, opencode, cursor, amp, …
just loop over them, optimally extracting VC money from all the mispriced subscriptions to turn them into tokens.