Build a two-agent research relay.
Give one agent the role of investigator and another the role of skeptical verifier. Compare the result with a single-agent answer.
ESI / ACTION LABLQUESTION
TEST
REVISE
TEST
REVISE
EXPERIMENTS & EXPLORATORY PROJECTS
Move from observer to participant.
The Action Lab turns ESI’s questions into bounded experiments, prototypes, founder opportunities, and creative work.
Each project begins with one clear question and one observable result. The aim is learning—not spectacle.
Open ↗
A personal frontier radar.
Track one emerging capability weekly using ESI’s evidence lenses and record why the judgment changed.
Proof systems for agent work.
Create a verification layer that shows what an autonomous system did, why, and with which evidence.
The synthetic organization.
Tell the story of the first company where every department is a human-agent partnership.
REPEATABLE WORK
Make the evidence portable.
State the task, success condition, model or tool version, and date. Preserve prompts, failures, interventions, time, cost, and verification results so another reader can challenge or repeat the work.