Research, perspective, andthinking enginesfor complex systems.

I’m building lightweight AI tools for research, perspective, narrative analysis, and systems thinking. Products designed to help people think more clearly, not just move faster.

Tool Lab Active

Direction

Research engines

Perspective analysis

Bias and framing tools

Historical context layers

Thinking tools over productivity hype

Tool Lab

Most tools are built to accelerate output. I’m more interested in tools that improve understanding.

I want to build systems that help people compare perspectives, notice framing, identify what is missing, and think through complexity without flattening nuance.

The goal is not just information. The goal is better orientation.

Current build path

What I’m building

Perspective Engine

Live

Live now

Analyze a topic through multiple ideological, historical, and cultural lenses.

  • Compare competing viewpoints
  • Surface hidden assumptions
  • Add historical and global context
  • Compare framing and narrative signals

Narrative Map

Planned

Trace how the same event is framed differently across media, communities, and institutions.

  • Framing analysis
  • Media literacy
  • Narrative comparison

Debate Analyzer

Planned

Break down arguments, rhetoric, blind spots, and missing perspectives in a debate or transcript.

  • Argument mapping
  • Rhetorical analysis
  • Bias detection

Not everything needs a faster answer. Some things need a better lens.