Great discussion with @thsottiaux and @steipete on the VivaTech main stage, led by @CharliePerreau
. We’ve moved from conversations with AI to systems that can take action and pursue goals. The momentum behind Codex and agents is impossible to miss!
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Discussion on AI agents and Codex momentum at VivaTech
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Worktreeinclude customizes files copied by codex for new trees.
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Yup! There’s even a worktreeinclude to customize which files codex should copy when creating new trees.
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Presentation of auto-search for arXiv articles via autoarxiv
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Introducing autoresearch for arXiv papers
— alphaXiv (@askalphaxiv) 18 juin 2026
Change 'arxiv' to 'autoarxiv' in any paper URL
An agent deploys to resolve setup issues on the codebase, run a minimal reproduction, and estimate full replication cost. Read more below pic.twitter.com/2UHVqbT7EuPresentation of auto-search for arXiv articles. Replace 'arxiv' with 'autoarxiv' in any article URL. An agent deploys to resolve configuration problems in the codebase, run a minimal reproduction, and estimate the replication cost.
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Promotion of Machine Learning with Python for Everyone book
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“Machine Learning with Python for Everyone" at: http://
amzn.to/43HEaFS
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#DataScience #AI #DeepLearning #ML #DataScientist -
Claude Code leak shows AI agents stack compaction techniques
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The Claude Code leak revealed something interesting. Good AI agents are not relying on one big context trick. They stack multiple compaction techniques on top of each other. Things like:
filtering tool outputs,
trimming old context,
compressing past conversations,
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OpenKB solves RAG’s amnesia problem based on Karpathy’s concept
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TRADITIONAL RAG HAS A MASSIVE AMNESIA PROBLEM. It rediscovers knowledge from scratch on every single query, and nothing ever accumulates. OpenKB is a new open-source alternative that finally fixes this. Based on a brilliant concept outlined by @Karpathy
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Desk Lamp Becomes Live Claude Code Indicator with Color Changes
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THIS DEV TURNED A DESK LAMP INTO A LIVE CLAUDE CODE INDICATOR 🤯
— Charly Wargnier (@DataChaz) 18 juin 2026
It changes colors in real-time based on exactly what Claude is doing:
🧠 Thinking = one color
💻 Writing code = color shifts
✅ Finished = changes again
❌ Error = instant alert
You know exactly what your AI is… pic.twitter.com/xWnADIYEyhTHIS DEV TURNED A DESK LAMP INTO A LIVE CLAUDE CODE INDICATOR It changes colors in real-time based on exactly what Claude is doing: Thinking = one color Writing code = color shifts Finished = changes again Error = instant alert You know exactly what your AI is
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How I reduce sycophancy and guessing with Claude
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Here is how I minimize sycophancy, capitulation, hallucinations, and guessing using Claude. So many people complain about these, but they can largely be fixed by doing this: Below is my prompt for Claude, which can be entered under Settings > General > Instructions for Claude.
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Google Gemma team open-sources cookbook with concurrent apps
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repo → https://
github.com/google-gemma/c
ookbook/tree/main/apps/concurrent
… Huge shoutout to the @googlegemma team for building this and open-sourcing it for the community Don’t forget to drop a !