Put SFT against a real problem.
Build a bounded request for typed world state, deterministic solver routing, spatial-data normalization, independent reproduction, or a technology discussion. Nothing is uploaded or submitted from this page.
B18 R1 passed its hard safety gates and failed its context-efficiency greenlight. No model holdout was run.
PUBLIC EVALUATION PACKAGE
Evidence first. Confidential detail only after scope and terms are clear.
The public package is sufficient to understand the mechanism, inspect the current implementation, and define an initial evaluation without distributing private implementation work.
Use the generated introduction for a direct technical introduction.
The founder’s public GitHub profile remains a durable public contact surface. The generated request can accompany a direct technical or licensing introduction.
Open Hayden Lindley’s public GitHub profile ↗