A new arXiv paper proposes using structure-driven knowledge graphs to improve retrieval-augmented generation for German legal code, aiming to make AI legal reasoning more transparent and verifiable. The approach builds a KG from document…

#AI #LLM #AIResearch
https://arxiv.org/abs/2610.13695

A controlled equal-budget study finds MCTS 2.88% worse than randomized-restart list scheduling on DAG workflows at 2048 evaluations, preregistered with locked analysis. The result challenges assumptions that more…

#AIresearch #MCTS #optimization #arxiv
https://arxiv.org/abs/2610.12542

JANUS is a framework for long-horizon autonomous research that uses a co-evolving world model to forecast outcomes and reflect on past experience within a Predict-Verify-Evolve loop, helping research agents…

#AIresearch #AutonomousScience #WorldModels #ArXiv
https://arxiv.org/abs/2610.13194

How We Caught an LLM Scoring Bug and Fixed It Without Compromising Our Research

A 42-of-42 failure rate in our LLM benchmark was a parser bug. How we found it, fixed our scorer without fudging results, and a checklist for your evals.

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Как мы обнаружили ошибку в оценке LLM и исправили ее, не ставя под угрозу наши исследования

Сбой на уровне 42 из 42 в нашем эталонном тестировании LLM оказался ошибкой парсера. Как мы ее обнаружили, исправили наш оценщик без подтасовки результатов и чек-л…

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A new benchmark called EmbodiedCLBench tests continual learning for embodied agents, using compositional generalization to see if skills learned on basic tasks transfer to complex unseen ones. Initial experiments across multiple agent…

#AI #AIResearch #TechNews
https://arxiv.org/abs/2610.13021

AI Meal Planner: Weekly Menus and a Shopping List That Work
#AIArt #AIResearch #ContentCreation

https://askmioai.com/ai-meal-planner/

CBC is running an AI series covering wearable technology and its practical uses.

#AI #AIResearch #TechNews
https://news.google.com/rss/articles/CBMiWkFVX3lxTFA5RjZxMmhRRmlJRzRiOEdmNXYxekRxbGJYcWZld3NZNEFpYkp6NTFtSTR1Tkxpd3gydVNmNlNxMFY5ZW8wNlJBc1hPakJGZk84VmJUdEVlcU9EZw

Sol’s reported gain fell from about 70% to 15% once Epoch AI corrected for cherry-picked runs.

https://oossa.com/en/ai-agents-overstate-results-and-fall-short-of-autonomous-research

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AI innovation goes beyond writing code. Galgotias University's AI research ecosystem gives students opportunities to explore intelligent computing, experiment with emerging tools and investigate solutions to complex problems.
#GalgotiasUniversity #AIResearch #TechInnovation

Why it matters to you: For researchers in mathematics, checking the solutions a model proposes becomes a central task, since many of them can be verified the way code can.

✅ 2 sources: The Information and The Verge AI
#AI #AIresearch #Mathematics
jumpdaily.news/research/openai-722-ma…

Sakana AI’s LLM Peer Review System Catches 73% of Core-Claim Errors #Technology #AI #AIResearch #sakanaai #llmreview #peerreview #tmlr #errorcorrection

https://puretech.news/read?id=234839614525800448

SpaceFlow is a training-free pipeline for 3D generation that assigns per-part local control levels to geometric primitives, letting users decide which regions follow the input shape versus allow generative completion.…

#GenerativeAI #ComputerVision #AIResearch
https://arxiv.org/abs/2610.12399

New arXiv paper examines whether memorization in LLMs changes when prefixes appear with surrounding context like RAG inputs, using paired item-level measurements across three open-weight instruction-tuned models. The work asks…

#LLM #Memorization #RAG #AIResearch
https://arxiv.org/abs/2610.12085

A new paper introduces Proof-of-Use, a reinforcement learning framework that tackles tool-call hacking in deep research agents by enforcing causal dependency between retrieved evidence and reasoning.

#AIResearch #MachineLearning #DeepResearch #ReinforcementLearning
https://arxiv.org/abs/2510.10931

OpenAI увольняет трех исследователей безопасности из-за разногласий по поводу рисков ИИ

"Создатель ChatGPT заявил, что исследователи "нарушили четкие правила обращения с конфиденциальной информацией"."

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Galaxy Tab S12+ brings Gemini Notebook source analysis and Galaxy AI Note Assist together for research and organized notes. Explore the bundle.
🔗 amzn.to/4hG6q5F

As an Amazon Associate, uDemand earns from qualifying purchases.

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OpenAI Fires 3 Safety Researchers in Dispute Over AI Risks

The ChatGPT maker said the researchers "violated clear policies on handling sensitive information.”

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