Oxford Economics says up to 20% of US jobs are highly vulnerable to robotics and automation over the next two decades.

Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.

Google’s Chrome team previews WebMCP, a proposed web standard that lets websites expose structured tools for AI agents instead of relying on screen scraping.