Tom Stafford
tomstafford.mastodon.online.ap.brid.gy
"A vast confusion of vows, wishes, actions, edicts, petitions, lawsuits, pleas, laws, proclamations, complaints, grievances, are daily brought to our ears. " 🌉 bridged from ⁂ https://mastodon.online/@tomstafford, follow @ap.brid.gy to interact
👤 Joined on 27 August 2024
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@tomstafford.mastodon.online.ap.brid.gy - 27 Şub 2025, 04:46
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“We should embrace a plurality of OS [open science] practices reflecting the value schemes of different scientific communities, rather than promoting acontextual ‘best practices’.”
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Correspondence to Nature: "LLMs are trained on texts, not truths. Each text bears traces of its context, including its genre … audience and the history and local politics of its place of origin. A correct sentence in one [context] might be … nonsensical in another." Excellent. We're getting there!
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Language models cannot reliably distinguish belief from knowledge and fact www.nature.com/articles/s42...
Show PostA large-scale randomized study of large language model feedback in peer review: www.nature.com/articles/s42... RCT w/ 20k reviews shows that 27% of reviewers who received feedback from AI updated their reviews, and blinded eval confirmed revised feedback was more informative.
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