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Scott Aaronson

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07:38
2026-08-25
github.com
large-language-models

A minimal implementation of LLM output watermarking

Andrej Karpathy's minimal microgpt has been extended with a secret-keyed Gumbel sampler that watermarks LLM output without altering token probabilities, achieving a p-value of 6.844e-53 for watermarke…

21:31
2026-08-22
scottaaronson.blog
artificial-intelligence

Anthropic’s LLM watermarking

Anthropic has begun watermarking outputs of its Claude AI model using a scheme based on Google's SynthID and the Gumbel Softmax method proposed by Scott Aaronson in 2022. Aaronson, who credits Anthrop…

20:46
2026-08-15
aiunderstanding.org
artificial-intelligence

Anthropic Details How Claude's Text Watermark Will Work

Anthropic detailed on August 14, 2026 that future Claude models will embed a statistical text watermark based on Google DeepMind's SynthID-Text to comply with the EU AI Act, which requires AI-generate…

10:46
2026-08-15
searchenginejournal.com
artificial-intelligence

Anthropic Reveals What The Watermark Is And How It Can Be Defeated

Anthropic revealed that its new text watermark is a version of Google DeepMind's SynthID-Text, which works by altering the randomness of word selection to embed an undetectable pattern that can be che…

22:41
2026-08-07
scottaaronson.blog
artificial-intelligence

Enough with all the world-historic milestones

OpenAI's internal model has solved ten open problems in mathematics and theoretical computer science, including parallel repetition for arbitrary quantum games and a lower bound on the arithmetic circ…

18:49
2026-06-02
scottaaronson.blog
artificial-intelligence

On hope

More than 100 University of California faculty members signed an open letter opposing a proposed policy that would require professors to notify university police of any student who expresses suicidal …

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