•7 min read
Open Weights Hit Production Parity. Reliability Is Now the Harder Thing to Buy.
A new open-weight release leads on hallucination rate rather than size. Lab-measured reliability does not transfer to your deployment, and it removes your...
Posts tagged with #reliability
← View all posts•6 min read
World Models Relocate Hallucination Rather Than Removing It
World models improve grounding, but hallucination comes from generating without verifying, so switching modality moves the failure somewhere less legible...
•4 min read
The Bottleneck Moved: Intelligence Is Cheap, Coordination Is Not
Recent releases point one direction: the frontier is shifting from how well one agent reasons to how reliably many agents coordinate and fail.
•5 min read
Self-Improving Agent Skills Are a Version Control Problem, Not an Intelligence Problem
Letting agents edit their own skill files without an audit trail is uncontrolled drift. The real unlock is evaluate-then-rollback discipline, not smarter...