Research

Follow the evidence. Label the researcher.

Two kinds of work live here. The label says who did the thinking, who wrote the account, and where independent verification stops.

Research authorship labels

Tyler-led

Research I own.

I did the analysis and wrote the conclusions. AI may have helped, but the judgment and claims are mine.

AI-led · Tyler-steered

Research experiments I directed.

I chose the destination and guardrails. AI agents performed substantially all of the research and writing. Each page states its own review limits.

AI-led research experiments

Tyler-steered. Agent-produced.