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@varma_ashwin97 "@thekaransinghal @OpenAI @PendaHealth Excellent work More real world testing is needed now that LLMs have largely saturated MC and curated case environments in medicine. Did you randomize who received the LLM copilot and who did not"
@varma_ashwin97 on X 2025-07-22 21:54:35 UTC 2063 followers, XXX engagements

"@arohan Hm if they used the basic reasoning model that seems perhaps different than what OpenAI did which appears to be based on some highly experimental techniques"
@varma_ashwin97 on X 2025-07-22 04:12:08 UTC 2064 followers, XX engagements

"@paulnovosad I think if you define the frontier by facts we know about the body sure. But thats not the same as the ability to practically intervene on disease. The latter has not advanced by leaps. 9/10 drug we take into clinical trials still fail and thats been true for XX years"
@varma_ashwin97 on X 2025-07-18 22:00:22 UTC 2065 followers, XX engagements

"So Eroom's Law is absolutely not indicative of a failure of the biopharmaceutical industry. It could very well be indicative of its success"
@varma_ashwin97 on X 2025-07-20 10:53:35 UTC 2065 followers, XXX engagements

"A random point. If you model "advancing technology" (new biology new drug discovery techniques) not as a scaling of a research productivity parameter but as increasing the variance in outcomes from projects then it's easy to write down a model that replicates Eroom's"
@varma_ashwin97 on X 2025-07-20 10:52:34 UTC 2064 followers, 2188 engagements