Members’ publications
Articles published on X by Lab members. Read an excerpt here, then open the source for the full text.
Signals collect shorter posts. This page brings together long-form articles; group discussions and the wiki remain in the members’ space.
Catalogue dated 30 September 2026 (UTC). Some excerpts come from earlier collections.
22 articles · page 2 of 2
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Opus 5 needs fewer redundant checks in the prompt and more evidence captured by the system. The model already self-checks—demand real execution traces, not claims.
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Kimi K3 does not beat Claude Fable 5 or GPT‑5.6 Sol, but cuts the cost per task to roughly one-third of Fable 5's. With 2.8 trillion parameters and open weights coming soon, it prioritizes efficiency over the top spot.
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Field report: no LLM is universally best. Claude Fable 5 is impressive for development but remains expensive, while GPT‑5.6 Sol is my default because its persistence on long tasks offsets the risk of drift.
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Planka + Hermes Kanban turns a board into a shared workspace for humans and AI agents. Cards become work units that anyone can read, edit and execute, with better coordination, durable context and clear handoffs.
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L'IA ne rend pas ton Obsidian plus intelligent. Elle révèle à quel point il est flou.
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At Build 2026, Microsoft's ambition goes beyond software: a complete operating system for the agentic era. Its integrated stack spans models, agents, cloud, hardware and energy. Alongside NVIDIA, Microsoft aims to become an industrial AI operator as compute demand explodes.
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AMI Labs raises $1.03 billion to industrialize world models. The goal: AI that understands the world and predicts the consequences of its actions, beyond language alone. Yann LeCun's bet on robotics and industry.
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AI is not immaterial: every token consumes compute and energy. Mistral is competing not only on models, but across the value chain. Europe must connect industry, energy and regulation to build digital sovereignty.
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Hermes Agent is an open-source AI agent that orchestrates tools, the web and files while retaining what it learns across sessions. More than a chatbot, it is a complete framework with persistent memory, reusable skills and an integrated research pipeline.
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190 years of creative destruction: Schneider Electric, from cannons to AI factories. As a former business developer there, I saw another side of the company in Bangladesh: bringing light to one million Rohingya refugees. It is about more than electrical outlets.
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