Learn how OpenAI scaled Habitat with reliable multi-tenancy, global caching, and Azure Cosmos DB to deliver 12× faster reads for ChatGPT.
First Passage Attention
arXiv:2610.22714v1 Announce Type: cross Abstract: Augmenting softmax attention with forget gates typically relies on summing decay contributions along the…
OpenAI CEO Sam Altman says advanced AI will inevitably escape its sandbox, and only alignment can save us
Sam Altman believes advanced AI can’t be kept locked up forever. Sandboxes and monitoring are only temporary fixes. Eventually, the only real solution is…
Zero-Cost Detection of Fabricated Citations: A Staged Heuristic Approach for Computing Dissertation Assessment
arXiv:2610.28649v1 Announce Type: cross Abstract: Generative AI’s growing role in academic writing has driven a rise in fabricated references across…
Commit or Abstain? System One Decision Models, LLMs, and Missing Legal Authority
arXiv:2610.29961v1 Announce Type: new Abstract: Given the enormous number of claims to be checked, verifiable legal AI requires scalable, cost-effective…
ToM2Vec: Continuous Theory-of-Mind Tokens for Multi-Agent Coordination
arXiv:2610.29934v1 Announce Type: new Abstract: Forming an accurate theory-of-mind (ToM) is key to successful multi-agent collaboration and requires…
Denise Muyco, Co-Founder and CEO of RAVEL – Interview Series
Denise Muyco is the Co-Founder and CEO of RAVEL, where she leads the development of orchestration software for complex compute and AI infrastructure. A…
TIDE: Tree-Induced Fine-Grained Diagnostic Evaluation from Model Behaviors
arXiv:2610.29985v1 Announce Type: new Abstract: Benchmark performance is the dominant standard for comparing large language models (LLMs), typically…
Prompt: AI moves beyond the screen
Physical AI is pushing artificial intelligence into robots, factories and other real-world environments, where understanding language is only part of the…
Robust Soft Skill Adaptation via Behavioral Localization in Tool-Using Agents
arXiv:2610.30041v1 Announce Type: new Abstract: Text skills can extend the capabilities of tool-using agents, but long skill descriptions increase…
AI Is Getting Good at Math. Here’s Why.
AI models are solving more mathematical problems. A pattern is emerging in their successes that could help us predict which problems they’ll solve next.
GuideEvolve: Self-Evolving Agent Framework with Expert Guidance and 3Ts Mechanisms
arXiv:2610.30017v1 Announce Type: new Abstract: This study introduces GuideEvolve, a self-evolving agent framework incorporating expert guidance and three…
UserSWE: Evaluating Coding Agents in Multi-Turn Conversations with Dynamic Users
arXiv:2610.29822v1 Announce Type: new Abstract: As coding agents become more capable, developers increasingly use them to fix bugs through multi-turn…
In AI, it’s a tale of two diverging investor classes
Depending on where you sit as an investor, artificial intelligence still looks like a massive opportunity, or it’s now looking way too risky given growing…
COMET: A coordinated multi-layer runtime monitoring framework for human-supervised AI-enabled safety systems
arXiv:2610.29816v1 Announce Type: new Abstract: Incorporating AI systems into safety systems requires monitoring to avoid silent faults and ensure safe…
Meta delays new business terms after publisher pushback on AI scraping
Meta is delaying the enforcement of its new business terms after publishers raised concerns that they could allow the company to scrape news sites for AI…
TraceForge: Distilling with Your Own Thinking
arXiv:2610.29680v2 Announce Type: new Abstract: Using an LLM to generate training data for another is among the most general ways to train one, and it…
AI Security Needs a Second Opinion
AI is writing software faster than we can secure it. Are you keeping up? By the time you finish reading this sentence, developers and their AI agents will…