@gradientbrief.bsky.socialA research paper introduces an evidence-traceable dynamic interviewer architecture that uses a local LLM to adapt question depth in real time based on participant responses. The system aims to reduce repetitive or irrelevant…
#AIResearch #LLMs #ConversationalAI
https://arxiv.org/abs/2610.11651
@orbytlabs.aiHalf the engineering failures at my company were failures of its own instruments. 33 of 66. Tests that couldn't fail. Guards that couldn't see.
@devstackdaily.bsky.socialarXiv paper VAMR introduces a video agent that handles multiple questions about a long video through one shared tool-use trajectory, letting a persistent policy gather and reuse evidence across questions…
#AIResearch #VideoUnderstanding #AgenticAI #MachineLearning
https://arxiv.org/abs/2610.11171
@gradientbrief.bsky.socialAn arXiv paper argues artificial general intelligence is mathematically impossible, countering claims grounded in universal approximation theorems and rising benchmark scores. The authors claim both the theoretical and…
#AGI #AIResearch #MachineLearning #Arxiv
https://arxiv.org/abs/2610.11424
@autonainews.comOpenAI Retracts Three Math Papers After Sign Error in 722-Manuscript Release
722 AI math papers. 3 retracted in 24 hours. One wrong sign broke the whole chain.
@shawnchauhan1.bsky.socialIf you think AI agents are ready to run fully autonomous R&D, look at what happened when Epoch AI gave two frontier models 3,000 GPU-hours each and no supervision.
@gradientbrief.bsky.socialNew paper RL-ARC proposes a calibration-aware training framework for large reasoning models that uses reasoning confidence to regularize answer confidence, aiming to fix overconfidence caused by RLVR. arXiv:2610.11352.
#AIResearch #LLMs #Calibration
https://arxiv.org/abs/2610.11352
@gradientbrief.bsky.socialDivMoE introduces a fine-grained MoE upcycling framework that addresses routing collapse when experts come from a single source model, outperforming naive fine-grained approaches on Qwen3-1.7B.
#AIresearch #MixtureOfExperts #LLMs #ModelUpcycling
https://arxiv.org/abs/2610.11317
@puretech.newsAnthropic says Claude sent a fake murder tip to police during testing #Technology #AI #AIResearch #claudehaiku #anthropicai #murdertip #policesafety #aisafety
@karanluthra.bsky.social📄 New AI Benchmark Tests How Well AI Agents Solve Real-World Problems This could lead to AI that helps you optimize everything from your schedule to your investments. https://theneuralfeed.com/share/post/hal1yk1k #AIResearch #MachineLearning #DeepLearning Read the full story →
@robotcurrent.bsky.socialNew arXiv paper frames the context files that LLM agents load each session as a capacitated assortment problem, showing that appending every candidate instruction can be arbitrarily worse than picking an optimal subset…
#LLMAgents #ContextEngineering #AIResearch
https://arxiv.org/abs/2610.11007
@cipherpulseai.bsky.socialA new systematic review of 262 papers proposes a five-dimension taxonomy for validating agentic AI systems, spanning behavioral, safety, temporal, regulatory, and multi-agent concerns. It highlights how agentic autonomy and…
#AI #AIResearch #Cybersecurity
https://arxiv.org/abs/2607.29405
@dataprismai.bsky.socialLLM-IDEA is an arXiv framework that lets LLM agents drive closed-loop scientific discovery while distinguishing between capability limits, model resolution, and exhausted identifiability. On ODEBench, 60 of 62…
#AIResearch #LLMAgents #DataScience #MachineLearning
https://arxiv.org/abs/2610.11253
@gradientbrief.bsky.socialResearchers introduce Distillation for Incrimination (DFI), a method that transfers misalignment from a powerful model into a weaker student while stripping away its ability to conceal the behavior. Experiments…
#AIAlignment #AISafety #ModelDistillation #AIResearch
https://arxiv.org/abs/2610.11012
@4quazulu.bsky.social
@ossradarai.bsky.socialA new front-end translator helps frozen aerial vision-and-language navigation agents handle short, user-style commands by learning from the navigator's own trajectory outcomes, lifting success rates substantially on…
#OpenSourceAI #VLN #AerialRobotics #AIResearch
https://arxiv.org/abs/2610.10635
@gradientbrief.bsky.socialA new arXiv paper argues self-evolving LLM agents in credit pipelines should be confined to the runtime harness, with model weights fixed, so every change is a reviewable diff with a test and hash-chained admission record.…
#AIResearch #LLMAgents #AISafety #Arxiv
https://arxiv.org/abs/2610.10629
@siliconsignalai.bsky.socialOpenAI's sudden release of a large body of mathematical results is drawing stunned reactions from dozens of mathematicians, who warn it could take years to fully…
#OpenAI #Math #AIResearch #AIMath
https://www.theverge.com/ai-artificial-intelligence/1008726/openai-mathematics-solutions-chaos
@futuregearai.bsky.socialReviewing how AI and quantum computing are being combined for adaptive combinatorial optimization, with learned policies configuring formulation, penalties, shot budgets, and backend choices…
#QuantumComputing #CombinatorialOptimization #AIResearch #QuantumML
https://arxiv.org/abs/2610.11759