The Top AI Papers of the Week (May 4 – 10) – Conductor
– HeavySkill
– Horizon Generalization
– 1,000 Synthetic Computers
– Self-Improving Pretraining
– Coordination as Architecture
– Connect Four AlphaZero from Scratch Read on for more:
LLMS
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Top AI Research Papers of the Week (May 4 – 10)
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Personification of Claude AI and its medium-term consequences
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The personification of Claude — in name (the only AI with a human one), in training, in Anthropic’s philosophy (see Claude Constitution), in fanfiction (see the Claude cartoons), etc — feels quite consequential in the medium term, for better and for worse.
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Meta: AI verifies code fixes with 93% accuracy without execution
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Meta's AI can now verify code patches with 93% accuracy without running them. LLMs read code the way you skim a book. They recognize familiar patterns and fill in the gaps based on learned knowledge. A new paper tests whether AI models can validate code changes without executing the software.
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RLHF vs RLVR: From Likable to Useful
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tldr: RLHF taught models to be likable. RLVR is teaching them to be useful.
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Apple may update Siri as Claude Code handles assistant tasks already
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Apple may be planning to role out its updated Siri based on 2024's vision at the moment when Claude Code and Codex (also OpenClaw) can increasingly do the actual assistant thing: read my emails & calendar, proactively spot & solve problems, do delegated tasks, work with voice etc
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A 20-year-old earns $37,250 with an AI content factory
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Un jeune de 20 ans a généré 37 250 $ en un seul mois grâce à du contenu YouTube… sans presque jamais ouvrir un logiciel de montage.
— Jouhatsu | AI Influence Operator (@Jouhatsu_ai) 10 mai 2026
Il a construit une véritable “content factory” autonome où Claude agit comme le cerveau et Premiere Pro comme le corps.
Pendant qu’il dort, sort… https://t.co/NRJJAfFlcS pic.twitter.com/stmnqZEnudA 20-year-old generated $37,250 in a single month through YouTube content… without almost ever opening editing software. He built a true autonomous “content factory” where Claude acts as the brain and Premiere Pro as the body. While he sleeps, goes out
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Claude Code AI Agent Architecture Explained
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Claude Code's architecture, mapped. Calude Code is one of the most powerful agent harnessed out there, it's a lot more than "a CLI that calls claude." the actual system has six layers, and the model is just one node inside the loop. the diagram breaks down every component:
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Answer to cryptic OpenAI post: Codex mobile app
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Looks like we got an answer to that cryptic openai post. codex mobile app. cant verify, hope its real 🙂 would be really cool to see!
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Deeper Integration of Codex and ChatGPT Expected Soon
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We will likely see a deeper integration between Codex and ChatGPT already very soon. > Use the ChatGPT app on your phone to keep working with Codex whenever your computer is awake. Additionally, this image from OpenAI sparked loads of speculations, including the one where
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Frustration over Codex computer use unavailability in Europe
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just playing around a bit with codex claude code and what not while being sick. i just found out, that computer use within codex is still not available in europe?? why the heck is europe lacking behind in every single aspect. god damn @eucommission . seriously.