AI observability
2 published articles
Cybersecurity5 min read
Alibaba Cloud on securing AI agent logs
Your AI coding agent just logged a database root password
AI coding agents read .env files and tool output, then write what they find into audit logs. Alibaba Cloud's Simple Log Service offers three interception points, from on-device masking to envelope encryption with a split key.
2026-09-15
Benchmarks & TestsFeatured8 min read
Special Report: AI Evaluation
The State of AI Benchmarking in 2026: Inside the Collapse of Static Tests and the Systems Built to Replace Them
A comprehensive tour of the 2026 AI benchmarking landscape: why MMLU, GSM8K, and HumanEval broke, how dynamic benchmarks and expert exams like HLE and GPQA Diamond replaced them, what agentic and jagged-intelligence testing reveals, and how human preference, LLM judges, and production observability now round out the full evaluation stack.
2026-08-03