At Web Summit, Cloudflare CEO Matthew Prince defends his company's outsized role in setting web norms and floats a solution that's been kicking around for decades.
Gartner traces agent governance failures to treating agents as either locked down or fully trusted. Ray Rasmussen argues governance starts with one leadership question: what do we trust this system and its users to see and do?
The airline says it will block AI agents or assistants from directly accessing the airline "within our digital platforms and indirectly via travel agencies and aggregators." The Wall Street Journal clarifies that "agents will still have ways to show customers United's flight options and prices,
United Airlines will block personal artificial intelligence agents from purchasing airline tickets through its systems, citing concerns about customer privacy, unauthorized transactions, and federal aviation regulations,
Graph similarity computation is an important task in graph mining with many real-world applications, such as chemical compound analysis, program dependence comparison, and social network analysis. The problem is computationally challenging: Graph Edit Distance (GED) and Maximum…
Laya answers typed multiple-choice questions in one forward pass by scoring a hidden state at one [MASK] marker per option. We re-engineer the checkpoint (421M parameters; a 2-layer option head with no positional tensor; a documented but unused parallel layout) and test whether…
LLM-based coding agents such as Claude Code are guided by repository instruction files (also called context files or agent configuration files) like AGENTS.md and CLAUDE.md, which are read in every agent session. As any documentation artifact, these files can fall behind the…
Test-time scaling improves the performance of a fixed model by spending more computation at inference. There are two common ways to spend it on agents when a verifier can score every attempt. Best-of-N sampling runs many independent agents and keeps the best result but…