Research Lab / Program 02

GT · ACTIVE RESEARCH

Governance & Trust

A research program on the oversight loops, decision integrity, and trust frameworks required for durable agentic systems.

06 ESSAYS / 01 RELATED SYSTEM / 01 ARTIFACT (COMING SOON)

What we are trying to understand

  1. 01

    How do oversight loops keep agentic systems accountable without becoming a throttle on velocity?

  2. 02

    If AI systems inherit the structure of their context, what does “neutrality” mean as a governance target?

  3. 03

    How do feedback loops in agentic decision systems distort the environment they are meant to observe?

  4. 04

    Where should control live when intelligence is outsourced to platforms the firm does not own?

  5. 05

    What is the right boundary between autonomy and control when orchestration protocols make agents cheaper to connect?

Canonical systems