Agent Safety
5 essays tagged with Agent Safety.
Claude 5.5: Efficiency Gains Need a System-Level Evaluation
A research assessment of Opus 5.5 and Sonnet 5.5: workload economics, safeguard fallbacks, benchmark comparability, and a migration experiment.
Gemini 4 Argon and Private Memory: Two Different Trust Questions
A research assessment of Gemini 4 Argon's restricted rollout and Google's private server-side memory design, separating capability, confidentiality, and memory correctness.
Microsoft's New MAI Voice Stack: A Partial Transcript Is Not a Final Instruction
A research assessment of MAI-Transcribe-2-Streaming and MAI-Voice-2.1: latency, revisable speech, speculative tool use, and a voice-agent evaluation plan.
Welcome, Astra: What GPT-6 Changes About Intelligence at Work
A research analysis of OpenAI's GPT-6 Astra: benchmark evidence, scientific discovery, tool use, safety, economics, and an evaluation plan for real work.
Reversibility Is the Missing Safety Primitive for AI Agents
Prevention decides whether agents may act. Reversibility lets them survive being wrong through reversal contracts, compensation, and blast-radius caps.