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Eugene Yan Bluesky
I've been nerdsniped by the idea of Semantic IDs. Here's the result of my training runs: • RQ-VAE to compress item embeddings into tokens • SASRec to predict the next item (i.e., 4-tokens) exactly • Qwen3-8B that can return recs and natural language!
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9 September
6 September
21 July
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Their words
I told him what I believe: that in the age of AI, medicine will be bottlenecked more than ever by regulation and the grind of clinical trials, and that billions poured into faster pre-clinical research won’t touch that problem, unsexy as it is.
Intelligence is not the main bottleneckwritingruxandrabio.com
10 May
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Their words
Files force the agent to compress experience into a form that can survive the thread.
15 April
28 February
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Their words
Even if AI can help design more effective drugs, timelines will not compress until we solve the operational and regulatory bottlenecks of trials.
17 October 2025
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Their words
Um so I almost feel like because the internet is so terrible, we actually have to sort of like build really big models to compress all that. Uh most of that compression is memory work instead of like cognitive work. But what we really want is the cognitive part actually delete the memory
14 September 2025
2 August 2025
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Their words
Those are why I do not believe that AI could end disease within 10 years on its own, nor that 50-100 years of medical progress could occur 5-10 years after powerful AI due to AI progress alone
AI will not suddenly lead to an Alzheimer's cureblog.jacobtrefethen.com
22 March 2025
1 October 2024
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korrents.com
Powerful AI will compress the biological and medical progress of the next 50-100 years into 5-10 years.Their words
To summarize the above, my basic prediction is that AI-enabled biology and medicine will allow us to compress the progress that human biologists would have achieved over the next 50-100 years into 5-10 years.
3 April 2024
8 December 2023
4 November 2023
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