Alignment as process not state

Emmett contrasts static goal-setting with continual moral learning using family and cellular metaphors to explain alignment dynamics.

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Emmett Shear and Séb Krier debate whether today’s AI alignment paradigm—focused on control and instruction-following—is fundamentally flawed. PSA for AI builders: Interested in alignment, governance, or AI safety? Learn more about the MATS Summer 2026 Fellowship and submit your name to be notified when applications open: https://matsprogram.org/s26-tcr. They explore what changes if advanced AIs are better understood as beings with their own values, and why current control methods could drift toward something like slavery. The conversation dives into “organic alignment,” multi-agent simulations, evolving cooperation, and the possibility of AI moral standing as systems gain memory and continual learning.

Sponsors:

MATS:

MATS is a fully funded 12-week research program pairing rising talent with top mentors in AI alignment, interpretability, security, and governance. Apply for the next cohort at https://matsprogram.org/s26-tcr

Tasklet:

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Agents of Scale:

Agents of Scale is a podcast from Zapier CEO Wade Foster, featuring conversations with C-suite leaders who are leading AI transformation. Subscribe to the show wherever you get your podcasts

Shopify:

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CHAPTERS:

(00:00) About the Episode

(03:44) Defining organic AI alignment

(14:48) Technical vs value alignment (Part 1)

(19:55) Sponsors: MATS | Tasklet

(22:56) Technical vs value alignment (Part 2) (Part 1)

(31:34) Sponsors: Agents of Scale | Shopify

(34:21) Technical vs value alignment (Part 2) (Part 2)

(34:22) Labs, tools, and beings

(43:22) AI personhood and consciousness

(56:53) Safe futures and Softmax

(01:04:17) Chatbots, mirrors, simulations