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Last week TypeSafe AI unveiled Jev , their first example of a new category of model that they are calling "System One models" (I'm with Maggie Appleton, I think "decision models" is a better name for these). Jev is an... Context & related coverage →
We tested using Jev-as-a-Judge against LLM judges on accuracy, repeatability, latency, and cost to see whether System One models could offer a new approach to agent evaluation. Context & related coverage →
There's extensive literature on several software architecture patterns and styles whose benefits are well known, but which are often ignored due to the cost of their boilerplatic layers and abstractions. For example:... Context & related coverage →
Use Jev as a judge for LangSmith evals to evaluate agent traces with faster, cheaper structured feedback across production runs, datasets, and regression tests. Context & related coverage →
In this episode, Sahil Agarwal talks about the critical challenges of identity, authorisation, and security in the age of AI agents. Sahil introduces the DPACT framework (Delegation, Policy, Auditability, Context, and... Context & related coverage →
OpenAI’s Vinoth Govindarajan discusses why production AI agents fail beyond model hallucination. Using real-world case studies like OpenClaw, he explains the key principles of reliable agent harnesses: establishing ex... Context & related coverage →
The expanded form of a testimony I prepared for Congress. Context & related coverage →
With GPT-6 Astra, Higgsfield AI makes video ad creation easier for small businesses and brings new creative tools to market faster. Context & related coverage →
OpenAI outlines a path to shared global AI standards, calling for coordinated evaluation, reporting, and governance to improve safety. Context & related coverage →
Explore new OpenAI Academy learning paths for employees, developers, leaders, educators, and students to build and demonstrate practical AI skills. Context & related coverage →