Infrastructure

Researchers are testing whether LLMs like Claude can handle complex real-world tasks like flying aircraft, exposing the gap between benchmark scores and practical capability.

Cloudflare’s copyright blocking system accidentally broke Docker Hub access in Spain, exposing how content filters can cripple developer infrastructure.

Developers are choosing MCP over skills for AI agents, signaling a shift toward standardized tool interfaces.

MegaTrain enables full-precision training of 100B+ parameter LLMs on one GPU — democratizing large model development.

Microsoft’s Project Glasswing tackles AI dependency security — your AI stack has 3x more dependencies than you think.

AIVV framework combines symbolic reasoning with LLMs to verify autonomous systems — a path toward AI you can trust in production.

New AI benchmarks for social intelligence and safety-aware frameworks signal the shift from can AI do X to can AI do X safely.