A decision dynamics model that pinpoints when discussions need to shift to a resolution focus. With LLMs' heuristic quantification of decision metrics., broad application to any decision-making process.

A dual-layer framework enhancing LLM abstract synthesis through standard output expansion and omnidirectional insight generation, with applications in AI design and creative ideation.

Framework structures causes for AI hallucinations and provides countermeasures

A novel framework exploring communication edge cases—errors, weighted traits, generality—that shape meaning, with applications for LLM clarity.

NHQ: A methodology leveraging LLMs’ neural nets for heuristic quantification of abstract concepts, enabling frameworks to deliver transformative outcomes.

An experimental research project developing a foundational theory of frameworks — the structures through which the human mind constructs and engages with reality.