Structure-based reasoning.
Focused on boundaries, responsibility, and failure modes.
I tend to approach human–AI interaction problems
as responsibility-boundary problems rather than capability problems.
Some of the work I publish (e.g., Zero Reflect)
emerged from treating non-decision and boundary marking
as first-class design constraints, rather than limitations.
- Structure-based Reasoning Core / LCIF
A collection of structure-based analysis artifacts focused on
failure boundaries, responsibility attribution,
and non-remediable constraints in LLM-assisted systems.
→ https://github.com/aNitMotD/structure-based-reasoning-core
-
Zero Reflect
→ https://github.com/aNitMotD/zero-reflect -
Microsoft 365 Copilot RCA Notes
→ SnosMe/awakened-poe-trade#1737