arXiv:2609.00014v1 Announce Type: cross Abstract: Persona-driven techniques increasingly adapt large language models (LLMs) to diverse contexts. However,…
Category: AI
ChatGPT Ads passes $1B run rate in 200 days
ChatGPT Ads has hit $1 billion in annualised revenue run rate in under 200 days, and OpenAI is expanding self-service ads to new regions. Tens of…
trajectory-judge: What Outcome-Only LLM Judges Miss on Agent Trajectories
arXiv:2609.00038v1 Announce Type: cross Abstract: Outcome-only evaluation is the production default for LLM agents: show a judge the request and the final…
EvoSCM: Scientific Belief Revision Through Causal Model Evolution and Experimentation
arXiv:2609.01526v1 Announce Type: new Abstract: Scientific agents must learn not only how to reason, but also what to believe. However, existing LLM…
Proactive cyber defense for governments and enterprises
Introducing Fairwind Program
When Guardrails Look Effective: Construct Validity Failures in LLM Agent Commerce Evaluation
arXiv:2609.01519v1 Announce Type: new Abstract: Interactive simulations increasingly evaluate policies in markets populated by language-model agents.…
India’s richest man now wants to turn aging computers into AI-ready PCs
Jio is betting it can turn an aging computer into an AI-ready PC for as little as about $11 for two months.
Can LLMs Discover Scientific Laws in Real and Parallel Worlds?
arXiv:2609.01552v1 Announce Type: new Abstract: Scientific equation discovery has long been central to scientific progress, proceeding through iterative…
Huskeys Raises $27M Series A to Build the Security Control Layer for the AI Driven Network
Huskeys has raised $27 million in Series A funding, led by Blackstone Innovations Investments, as the cybersecurity startup looks to address a growing…
InteractBench: Benchmarking LLMs on Competitive Programming under Unrevealed Information
arXiv:2608.29632v1 Announce Type: cross Abstract: Competitive programming is increasingly being used to evaluate the algorithmic reasoning capabilities of…