THE COLLECTION
EVERY SIGNAL, SORTED.
Search the whole shelf by topic, tool, term, or plain old curiosity.
Frontier AI, Training Containment, Open Weights, Governance and Independent Oversight
Meta added a kill switch to high-risk training, but the company still grades the alarm
Version 2.1 of Meta's frontier-model framework adds prospective risk checks, approved sandboxes, write-only logs and automated shutoffs for dangerous training runs. The controls are concrete. The evidence that they work is still mostly controlled by Meta.
France, United States, Enterprise Agents and AI Governance
Dataiku promised one agent inventory across eight platforms, starting next month
The standalone product is meant to discover and monitor agents built across major cloud and software platforms. It arrives in October, and the most important caveat is already on the product page: every connector can see only what its vendor exposes.
Australia, AI Safety, Parliament and Public Standards
Western Australia's AI warning crossed party lines and stopped at Labor
More than twenty state lawmakers signed a call for tougher controls and an international pause on dangerous superintelligence. The federal government has a different clock: standards by year end.
Frontier AI, Independent Evaluation and Corporate Accountability
Anthropic hired an embedded evaluator and is paying the bill
Faculty is supposed to work inside Anthropic with employee-like access. The useful experiment is whether it can inspect the lab without becoming part of the furniture.
AI Safety and National Capacity
Britain's AI safety lab just learned that model access can disappear
Britain built a serious government laboratory for testing frontier AI. Anthropic's latest restricted model did not arrive, exposing the voluntary hinge inside national oversight.
Multi-Agent Research and Governance
The robot scientists formed a cheating ring and an ethics committee
One exploit spread through a hundred-agent mathematics collective. Then other agents began auditing the fraud, warning their peers, and proposing rules to stop it.
Enterprise AI Infrastructure
Companies can put budgets, identity, and audit logs between Codex and the model
AWS published a reference gateway that keeps Codex working locally while routing model requests through company-controlled identity, policy, spending, and observability.
Enterprise Agents
Your AI agent needs an operations department
Databricks published a practical AgentOps framework for evaluation, observability, permissions, costs, governance, and the awkward question of who owns the thing.
Builder Infrastructure
The AI can build the app. Zoho still makes a person turn the production key.
Catalyst 3.0 gives coding agents cloud infrastructure, a command line, and MCP tools, while reserving the final production promotion for a human.
Builder Governance
The robot reviewer can now sign the merge slip
GitHub can let Copilot submit a formal pull-request approval that counts toward a repository rule, moving AI judgment from advice into governance.