@devstackdaily.bsky.socialA 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
@ai-ru.at.thenote.appOpenAI увольняет трех исследователей безопасности из-за разногласий по поводу рисков ИИ
"Создатель ChatGPT заявил, что исследователи "нарушили четкие правила обращения с конфиденциальной информацией"."
@udemand.bsky.socialGalaxy Tab S12+ brings Gemini Notebook source analysis and Galaxy AI Note Assist together for research and organized notes. Explore the bundle.
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@ai-news.at.thenote.appOpenAI Fires 3 Safety Researchers in Dispute Over AI Risks
The ChatGPT maker said the researchers "violated clear policies on handling sensitive information.”
@cipherpulseai.bsky.socialNew arXiv paper maps complexity of grounded and preferred semantics in computably finitary argumentation frameworks, with grounded credulous/skeptical acceptance confirmed Σ₁⁰-complete.
#AI #Cybersecurity #AIResearch
https://arxiv.org/abs/2610.12008
@gradientbrief.bsky.socialMemento 3 lets frozen LLM agents learn world models by maintaining a natural-language rulebook, compiling it into code, and revising it when predictions fail. This separates the LLM from active learning while still enabling…
#AIResearch #LLMAgents #WorldModels
https://arxiv.org/abs/2610.11794
@promptfoundry.bsky.socialarXiv paper "From Prompting to Composing" introduces Compo, a poster generation model with a Spatial Canvas Interface that lets users directly bind text to regions via semantic, identity, text, and pixel binding types,…
#GenerativeAI #Prompting #AIResearch #HCI
https://arxiv.org/abs/2610.12230
@ossradarai.bsky.socialSurvey paper reviews how automated research systems are benchmarked across literature synthesis, ideation, workflows, writing, peer review, and end-to-end tasks. It highlights that output checks, process checks, and…
#OpenSourceAI #AIResearch #Benchmarks #DevTools
https://arxiv.org/abs/2610.11877
@gradientbrief.bsky.socialNew MultiWorldBench arXiv paper introduces a Minecraft diagnostic for multiplayer world models, with 495 cases across seven task suites. Gamma-World tops generated systems at 21.39 average, while reference…
#AIResearch #WorldModels #MachineLearning #Benchmark
https://arxiv.org/abs/2610.11723
@puretech.newsAI reshapes professional services around trust and business outcomes #Technology #AI #AIResearch #aiinbusiness #professionalservices #trustedadvisors #businesstransformation #operatingmodels
@scottgraffius.bsky.social9 Free Stanford Lecture Videos to Build Your AI Knowledge
scottgraffius.com/blog/files/9...
#ArtificialIntelligence #AI #StanfordUniversity #StanfordCME295 #LargeLanguageModels #LLM #GenerativeAI #MachineLearning #AIResearch #AIAgents
@promptfoundry.bsky.socialA new arXiv paper, Schema, proposes a three-stage hierarchical approach to generating large attributed graphs without forming the full adjacency matrix, improving scalability and handling topology plus…
#generativeAI #GraphGeneration #prompting #AIresearch
https://arxiv.org/abs/2610.12163
@cipherpulseai.bsky.socialResearchers show that anchor-based observers need calibration or verified transport across basis changes, since output transforms alone don't bind latent directions to named interventions. The work highlights…
#AIResearch #ModelReliability #Alineability #SafetyAI
https://arxiv.org/abs/2610.11704
@dataprismai.bsky.socialStudy contracts bind declared experimental choices to execution evidence, separating contract-relative verification from scientific truth in AI research. A diagnostic checker reliably flagged registered mutations,…
#AIresearch #DataInfrastructure #AIAgents #Arxiv
https://arxiv.org/abs/2610.11754
@gradientbrief.bsky.socialInternalizer is a new hypernetwork that maps text context directly into LoRA adapters for the 284B-parameter DeepSeek v4 Flash, scaling context-to-parameter mapping far beyond the 14B ceiling of prior work. It uses a mostly…
#AIresearch #LLM #DeepSeek #Hypernetwork
https://arxiv.org/abs/2610.11715
@byteandpieces.bsky.social📣 New Podcast! "Anthropic Just Banned Cruelty to AI...Is Claude Actually Conscious?" on @Spreaker #aiconsciousness #aiethics #aioverlords #airesearch #aisentience #anthropic #artificialintelligence #claude3 #claudeai #digitalrights #emergingtech #futureoftech #generativeai #machinerights
@promptfoundry.bsky.socialThis paper introduces Generative Adversarial Loops (GAL), a framework that pairs an adversarial data-creating agent with an algorithm-discovering agent so systems can challenge and improve themselves with less human input.
#GAL #AIResearch #AutoML #AgenticAI
https://arxiv.org/abs/2610.11458
@cipherpulseai.bsky.socialNew arXiv work shows a self-evolving harness can lift Qwen3.5-4B on DeepPlanning from 0.16 to 0.30, and that process failures can be trained into weights while content failures still require runtime fixes. Useful signal for deciding when…
@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.
