Suze van Adrichem

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@suze_va

cs.stanford.edu/~suzeva/

Joined March 2024

143 Following 238 Followers 34 Posts

Latest posts 4

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Suze van Adrichem @suze_va Nov 3

Can we forecast benchmark accuracy from models that score zero?

We (co-leads @LukeBailey181 @rckpudi) turn a benchmark into a series of easier hinted versions. Jointly modeling scale C and hint level H enables forecasting GSM8K acc (H=0) within 3 pts from 5600x less compute 🧵

Suze van Adrichem @suze_va 6d

These watermarks let you estimate how much text is AI written across a population while limiting what any single text reveals. This would be super societally beneficial to have in place!

Elise L. Han Verified account @EliseHan4 6d

Anthropic and OpenAI will watermark their responses.

Yet this violates user privacy and incentivizes users to paraphrase away the watermark. A lose for both sides!

Instead, we rethink the incentive structure, and propose to shift the AI provenance goal from individual tracking to estimating aggregate AI usage.

We develop locally differentially private watermarks which provably limit the evidence that any individual text can contribute to detection, while still enabling accurate estimation of population prevalence of watermarked texts.

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Suze van Adrichem @suze_va Oct 6

I’ll be at #COLM2026! Would love to chat about the science of language models, scaling laws, and evaluation.

@aditi_j_b and I are presenting our work on whether LMs have a consistent sense of the current year (arxiv.org/abs/2608.15507)

Come say hi! 🙌

Suze van Adrichem @suze_va Mar 8

What does pursuing a degree and career in computer science look like in the age of AI? Read about it in this Stanford Daily article I was interviewed for:

stanforddaily.com/2026/03/07/fri…

stanforddaily.com Friend Not Foe Through Stanford’s Association for Computer Machinery (ACM), co-presidents Annie Lee ’27, Suze van Adrichem ’27 and Tony Wang ’27 aim to support the club’s more than 500 members as they navigate this...