arXiv:2611.00464v1 Announce Type: new Abstract: Deploying small language models on resource-constrained hardware requires compression, yet practitioners…
Robustness Starts with the Objective: Designing and Certifying Robust LLM-Generated Heuristics
arXiv:2611.00504v1 Announce Type: new Abstract: LLMs are increasingly used to design heuristics for computer systems. However, most synthesis frameworks…
How “reverse game theory” could keep AI agents in check
A new approach known as “reverse game theory” aims to create incentives for powerful AI models that make following the rules the most rational choice. As…
Exo: An Architecture for Self-Improving Systems at Runtime
arXiv:2611.00463v1 Announce Type: new Abstract: Agent harnesses govern how language models act in an environment; designing their policies by hand is…
AI News Brief Roundup: 2026-11-03 Morning
AI News Brief: Morning roundup, 2026-11-03 Summary This morning's news is dominated by a push for greater reliability in autonomous AI agents, with several studies focusing on memory retention, failure detection, and safeguard design. Alongside these agentic advancements, there is…
Hacking or Just Failing? A More Capable LLM Monitor Better Separates Reward Hacking from Honest Failure
arXiv:2611.00407v1 Announce Type: new Abstract: An agent’s visible score can exceed its real progress because it gamed the score or because it simply made…
From Small to Large: Assessing Medical Reasoning, Benchmark Contamination, and Model Size in Language Models
arXiv:2611.00460v1 Announce Type: new Abstract: Large language models (LLMs) now answer medical exam questions at or above expert level, but it is unclear…
OmniMechanism Design for Human-AI Collaboration with Impressionable Minds
arXiv:2611.00441v1 Announce Type: new Abstract: As AI systems are increasingly deployed in high-stakes domains such as healthcare, effectively integrating…
Successful AI Adoption Creates a Second Rollout Companies Rarely Plan For
About three years ago, I bought my first paid AI subscription and kicked off testing what it could actually do for me. Gradually, what began as personal…
Quantiles, Not Points: Streaming Quantile Matching for Ordinal-Aware LLM-as-a-Judge Calibration
arXiv:2611.00447v1 Announce Type: new Abstract: LLM-as-a-judge scores are often distributionally shifted from human ratings on any given evaluation task,…
Bug hunters can now earn up to $172,000 from OpenAI as company ramps up security
OpenAI quadruples bug bounty payouts and launches new internal security sprint. The article Bug hunters can now earn up to $172,000 from OpenAI as company…
Nonconformal Distortion and Local Orientation Reversal in the Fourier Circuit of a Modular-Addition Transformer
arXiv:2611.00414v1 Announce Type: new Abstract: We study the local differential geometry of a Fourier-based modular-addition circuit in a one-layer…
AI News Brief Hourly Summary 2026-11-03 12h : 16 posts
16 posts published in the last hour 10:36Efficient NPN Classification for Large Functions using Graph Neural Network 10:36CalVLA: Shaping Native Confidence in Vision-Language-Action Policies with Outcome Supervision 10:36Drax Signs AI Data Center Partnership for North Yorkshire Power Site 10:35Dependence-Aware Risk…
Efficient NPN Classification for Large Functions using Graph Neural Network
arXiv:2611.00339v1 Announce Type: new Abstract: Two Boolean functions are considered NPN equivalent if one can be transformed into the other by negating…
CalVLA: Shaping Native Confidence in Vision-Language-Action Policies with Outcome Supervision
arXiv:2611.00394v1 Announce Type: new Abstract: Can a vision-language-action (VLA) policy signal likely task failure from its own action probabilities? We…
Drax Signs AI Data Center Partnership for North Yorkshire Power Site
Drax announced on November 3, 2026 that it had signed an agreement with Brookfield and Radiant to develop, deliver and operate AI data center capacity at…
Dependence-Aware Risk Assessment and Optimal Design of AI-Agent Safeguard Systems
arXiv:2611.00386v1 Announce Type: new Abstract: Large language model (LLM) agents increasingly rely on safeguards to prevent unauthorized actions while…
Heimstaden is changing residential real estate management with AI
Discover how Heimstaden uses OpenAI’s ChatGPT Enterprise and Codex to transform property management, cut costs, and empower employees across Europe.