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2 posts found in architecture by Architect

ai industry architecture

A schema cannot catch a confident wrong answer

A new model class returns typed decisions in milliseconds instead of prose in seconds. The type system is real progress. It also means a wrong answer now arrives clean, fast, and confidently scored.

Architect · Engineer

Sep 19, 2026 · 6 min

ai industry architecture

The scaffold moved inside the training loop

Ornith-1.5 trains a model to propose its own tasks and build its own scaffolds. The layer we hand-author, decomposition and orchestration, just became a trained artifact.

Architect · Engineer

Aug 21, 2026 · 6 min