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Intelligence Artificielle

Modular Cognitive Architecture Emerges in Large Language Models

arXiv:2608.13567v1 Announce Type: new Abstract: The human brain exhibits a striking degree of functional specialization, with distinct networks supporting language, formal reasoning, reasoning about other minds, and reasoning about the physical world. Is this modular organization a fundamental principle of how intelligent systems must be built, or an evolutionary accident…

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Intelligence Artificielle

Depth-Aware Sensitivity Analysis of Mixture-of-Experts Models via Magnitude-Based Expert Masking

arXiv:2608.13565v1 Announce Type: new Abstract: Mixture-of-Experts (MoE) architectures scale large language models (LLMs) while preserving computational efficiency through sparse activation. Despite their widespread adoption, the relative importance of individual MoE layers remains insufficiently characterized, particularly for model compression. This paper presents a…

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Intelligence Artificielle

Inducing Reward-Free Judging Rubrics that Reduce Over-Crediting in Agent Evaluation

arXiv:2608.13564v1 Announce Type: new Abstract: Evaluating language-model agents at scale increasingly relies on a second language model as an automatic judge, because the gold signal, an executable environment reward, is expensive, slow, or unavailable at deployment time. Such a judge is a reward-free proxy whose value depends on whether it can be trusted, yet existing…

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Cybersécurité

SafePal data breach impacts 39,798 customers, stolen info for sale

Cryptocurrency hardware wallet provider SafePal is warning of a data breach affecting about 39,798 customers after a flaw was exploited to steal customer order information, and a threat actor is now claiming to be selling the stolen data. [...]

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Intelligence Artificielle

Agent IA: paralléliser le travail sans paralléliser les erreurs

Les agents IA savent aujourd’hui enchaîner plusieurs actions pour atteindre un objectif : consulter un site, manipuler des données, (...)

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Intelligence Artificielle

Intel lève finalement 20 Md$ pour accélérer sa transformation dans l'IA

Intel muscle son appel au marché. Après avoir annoncé lundi une émission d’actions de 15 Md$, le groupe américain (...)

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