MathArena: Evaluating LLMs on Uncontaminated Math Competitions
Paper: https://
arxiv.org/pdf/2505.23281
.pdf
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Page: https://
matharena.ai
Code: https://
github.com/eth-sri/mathar
ena
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MACHINE LEARNING
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MathArena: Evaluating LLMs on Math Competitions
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AI Keeps Breaking Its Own Supposed Limits
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« L’IA ne pourra jamais écrire comme un humain. »
Puis elle a écrit beaucoup de livres. « Elle ne résoudra jamais des problèmes complexes. »
Puis elle a battu des experts en maths, en biologie, en droit. « Elle ne concevra jamais de hardware. »
Elle optimise déjà ses propres -
Dan Jurafsky Joins Johns Hopkins as Assistant Professor
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I'm excited to announce that I’ll be joining the Computer Science department at @JohnsHopkins as an Assistant Professor this Fall! I’ll be working on large language models, computational social science, and AI & society—and will be recruiting PhD students. Apply to work with me!
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Google AlphaEvolve AI Optimizes TPU Chips Boosting Performance 32%
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L’IA de Google a optimisé… le cœur de ses propres puces.
— VISION IA (@vision_ia) 30 mai 2025
Alpha Evolve a proposé des améliorations aux TPU, boosté un composant de 23%, et accéléré le calcul IA de 32%.
Des gains qu’aucune équipe humaine n’avait atteints.
On entre dans une nouvelle ère : les machines qui… https://t.co/U2ulRl6fm7 pic.twitter.com/onGpctIjgRL’IA de Google a optimisé… le cœur de ses propres puces. Alpha Evolve a proposé des améliorations aux TPU, boosté un composant de 23%, et accéléré le calcul IA de 32%. Des gains qu’aucune équipe humaine n’avait atteints.
On entre dans une nouvelle ère : les machines qui -
High-IQ Industries Show Plausible AI Research Results
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Fascinating study. Based on my anecdotal experience working in two high-IQ industries – academia and tech – the results seem plausible.
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Darwin Godel Machine: Self-Improving Agents Evolution
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Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents
Paper: https://
arxiv.org/pdf/2505.22954
.pdf
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Code: https://
github.com/jennyzzt/dgm -
Darwin Gödel Machine: Self-Improving AI Architecture Era
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The Self-Improving AI Era Begins: Meet the Darwin Gödel Machine (DGM) Current AI systems, even the most powerful, rely on fixed, human-designed architectures. They can't autonomously evolve, limiting the pace and scope of innovation. While meta-learning automates small
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Fast-dLLM: Training-free Acceleration of Diffusion Language Models
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Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
Paper: https://
arxiv.org/pdf/2505.22618
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Code: https://
github.com/NVlabs/Fast-dL
LM
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Project Page: https://
nvlabs.github.io/Fast-dLLM -
Darwin Godel Machine: Self-Improving Agents Evolution
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Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents Zhang et al.: https://
arxiv.org/abs/2505.22954 #ArtificialIntelligence #DeepLearning #MachineLearning -
Optimal Rewards for Coding Agents and Real-Time RL
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A conversation on the optimal reward for coding agents, infinite context models, and real-time RL pic.twitter.com/C3R3oAzOQp
— Cursor (@cursor_ai) 29 mai 2025A conversation on the optimal reward for coding agents, infinite context models, and real-time RL