GENERATIVE AI

Kimi Linear: Hybrid Attention Architecture Reduces KV Cache 75%

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02 November 2025 16h00

9. Kimi Linear Kimi Linear introduces a hybrid linear attention architecture combining Kimi Delta Attention (KDA) with periodic full attention layers at a 3:1 ratio, achieving superior performance over full attention while reducing KV cache by 75% and delivering 6× faster

Stress-Testing LLM Constitutional Specifications and Behavioral Guidelines

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02 November 2025 16h00

7. Stress-Testing Model Specs This research examines how well large language models adhere to their stated behavioral guidelines by stress-testing AI constitutional specifications through value-tradeoff scenarios.

Global PIQA: Physical Commonsense Reasoning Across 100+ Languages

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02 November 2025 16h00

5. Global PIQA Global PIQA extends physical commonsense reasoning evaluation to 100+ languages and cultural contexts, revealing how language models handle everyday practical scenarios across diverse linguistic communities.

SmolLM2: Strategic Data Curation Over Scale in Language Models

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02 November 2025 16h00

4. SmolLM2 SmolLM2 demonstrates that strategic data curation beats scale through a 1.7B parameter model trained on 11 trillion tokens using iterative data mixing optimization.

Multi-Agent Evolve: LLMs Self-Improve Without Human Annotation

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02 November 2025 16h00

3. Multi-Agent Evolve Multi-Agent Evolve (MAE) enables LLMs to self-improve their reasoning capabilities without human-annotated data through a co-evolving multi-agent framework.

LLMs Show Limited Introspective Awareness Capabilities

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02 November 2025 16h00

2. Introspective Awareness Anthropic research demonstrates that contemporary LLMs possess limited but functional introspective capabilities, the ability to recognize and accurately report on their own internal states.

→ View original post on X — @bernardmarr

CEOs Should Incentivise Employees to Replace Themselves With AI

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@bernardmarr

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02 November 2025 15h10

Why CEOs Should Incentivise Employees to Replace Themselves With AI A provocative idea: it isn’t just about AI automating roles—but about leaders empowering employees to creatively use AI and transform their work, rather than being replaced by it. Read more

→ Voir le post original sur X — @dr_l_alexandre

AI’s Transformative Impact: Healthcare, Education, and Society by 2050

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@dr_l_alexandre

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02 November 2025 9h31

Grâce à l’IA, il est probable qu’en 2050 – Le cancer ne tuera plus – Alzheimer aura disparu et les mouroirs pour vieux seront un mauvais souvenir – L’université aura disparu – La sélection embryonnaire sera généralisée – Les implants cérébraux augmenteront notre