Agent governance is becoming the real control plane
Monitoring limits, emergent multi-agent behavior, authorization laundering in memory, and why executable environments may become the next training asset.
Topic · 5 articles
Post-training
The latest analysis on Post-training, across Daily Pulses and Weekly Reviews.
September 2026
The learning environment is part of the alignment algorithm
Reinforcement-learning environments, persistent skills and agent architecture reveal distinct learning, control and execution responsibilities.
August 2026
AI systems are learning to improve their own scaffolding
Automated alignment research and learned context policies bring attention to the systems that improve agent behavior.
Inference silicon and agent training are being designed together
Custom inference hardware, agentic reinforcement learning and vertical enterprise systems move optimization across the AI stack.
AI systems are being redesigned across their old boundaries
Bounded security agents, deployment-aware training and speculative reasoning point toward tighter coordination between models and runtimes.