Research Thesis

I love to research how intelligent systems, design, and human behavior intersect to create scalable outcomes.

group of people having a meeting
group of people having a meeting

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Pre-Idea Intelligence - Research systems that detect ideas before humans consciously form them.

Pre-Idea Intelligence - Research systems that detect ideas before humans consciously form them.

Pre-Idea Intelligence explores a frontier beyond traditional artificial intelligence: systems designed to sense, interpret, and model intent before it becomes conscious thought. The paper introduces the architecture of anticipatory computing—where micro-signals, latent patterns, and pre-decisional behaviors are mined to predict emerging ideas rather than react to explicit inputs. By reframing intelligence as a pre-cognitive process, this research challenges existing AI paradigms and opens a new dialogue on how machines may one day understand not just what humans decide, but what they are about to imagine.

Ongoing Research

Cognitive Load Markets

-Treating human mental bandwidth as a tradeable, measurable resource.

  • Can cognitive capacity be priced?

  • How do products compete for mental real estate?

  • Can brands reduce decision fatigue and win loyalty?

Logs

10 Jan 2026 — Conscious choice is becoming an aftereffect, not the origin, of human decisions.

white and black paper lot
white and black paper lot

16 Jan 2026 — Scarcity has shifted from supply limitation to psychological design.

23 Jan 2026 — Attention is abundant; cognitive and emotional energy is the true bottleneck.