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Caltech

CAIA Speaker Event: Sandhini Agarwal, OpenAI @ Caltech

Saturday, March 7, 2026
4:00pm to 5:00pm
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Broad 100
Sandhini Agarwal, OpenAI,
  • Public Event

Who: Sandhini Agarwal, OpenAI (Virtual)

When: March 7, 4-5 pm PT

Where: Broad 100

Zoom: https://rit.zoom.us/j/95446915834

​Talk: Collective alignment, public input on OpenAI's Model Spec

This talk walks through OpenAI's "collective alignment" experiment: surveying 1,000+ people globally about value sensitive model behavior, comparing those preferences to the Model Spec, and turning disagreement points into concrete Spec updates through internal review. It will cover what kinds of prompts were used, how preferences were translated into actionable rules, which proposals were adopted versus deferred, and the main limitations of this approach.

​About the speaker:

Sandhini Agarwal is an AI Policy Researcher at OpenAI on the Deployment Planning team, focused on enabling safe and responsible deployment of OpenAI models. Her prior work at OpenAI includes leading the bias analysis for GPT3, building OpenAI's first content filter, leading research and strategy on deployment implications of im2text multimodal models (CLIP), and building safety-focused evaluations for large scale language models.

​Everyone is welcome: No specific technical background, ask questions.

And yes, we will have pizza and boba.

For more information, please contact Shuhul Mujoo by phone at 4088860958 or by email at [email protected] or visit Link to Luma.