Scaling Laws: Live From Ashby: Adaptive AI Governance with Gillian Hadfield and Andrew Freedman

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Feb 17, 2026

Kevin Frazier sits down with Andrew Freedman of Fathom and Gillian Hadfield, AI governance scholar, at the Ashby Workshops to examine innovative models for AI regulation.

Kevin Frazier sits down with Andrew Freedman of Fathom and Gillian Hadfield, AI governance scholar, at the Ashby Workshops to examine innovative models for AI regulation.

They discuss:

  • Why traditional regulation struggles with rapid AI innovation.

  • The concept of Regulatory Markets and how it aligns with the unique governance challenges posed by AI.

  • Critiques of hybrid governance: concerns about a “race to the bottom,” the limits of soft law on catastrophic risks, and how liability frameworks interact with governance.

  • What success looks like for Ashby Workshops and the future of adaptive AI policy design.

Whether you’re a policy wonk, technologist, or governance skeptic, this episode bridges ideas and practice in a time of rapid technological change.

Independent.
Nonpartisan.
Nonprofit.

Fathom is a 501(c)(3) organization funded by philanthropists. We do not take donations from corporations, including frontier labs and the FAANG companies, or foreign entities associated with countries of concern.

Independent.
Nonpartisan.
Nonprofit.

Fathom is a 501(c)(3) organization funded by philanthropists. We do not take donations from corporations, including frontier labs and the FAANG companies, or foreign entities associated with countries of concern.

Independent.
Nonpartisan.
Nonprofit.

Fathom is a 501(c)(3) organization funded by philanthropists. We do not take donations from corporations, including frontier labs and the FAANG companies, or foreign entities associated with countries of concern.