iiinova — where your digital self keeps evolving

Reposted by Tom Hope

Jeffrey Brainard @jeffreybrainard.bsky.social · 03/09/2026

As research papers proliferate, can AI reviewers help humans check quality while keeping pace with the flood? Tests are revealing their strengths and weaknesses. #PeerReviewWeek @science.org www.science.org/content/article/can-ai-help-solve-peer-review-crisis-here-are-its-promises-and-pitfalls

science.org

Can AI help solve the peer-review crisis? Here are its promises and pitfalls

Amid a shortage of human reviewers, tests indicate AI can assist—but is not a savior

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Tom Hope @tomhope.bsky.social · 03/09/2026

Enjoyed being interviewed by @jeffreybrainard.bsky.social @science.org on AI for scientific novelty assessment—a problem that is still unsolved by SOTA LLMs in my experience. Stay tuned for more on this! www.science.org/content/arti...

science.org

Can AI help solve the peer-review crisis? Here are its promises and pitfalls

Amid a shortage of human reviewers, tests indicate AI can assist—but is not a savior

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Tom Hope @tomhope.bsky.social · 14/08/2026

We explore using rationale supervision with SFT on human rationales, followed by GRPO for correctness, novelty. It's a preliminary result but we're seeing improved solution generation on complex, multi-constraint problems—but not on simpler ones where the rationale training actually hurts results.

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Tom Hope @tomhope.bsky.social · 14/08/2026

MUSE, a knowledge base for AI scientists (and humans, too) to discover fine-grained technical research problems, solutions and their *rationales* , extracted from full-text papers across all domains on arXiv. 36,960 Problem–Solution–Rationale triplets across scientific domains.

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Reposted by Tom Hope

chenhaotan.bsky.social @chenhaotan.bsky.social · 29/08/2025

We are proposing the second workshop on AI & Scientific Discovery at EACL/ACL. The workshop will explore how AI can advance scientific discovery. Please use this Google form to indicate your interest (corrected link): forms.gle/MFcdKYnckNno... More in the 🧵! Please share! #MLSky 🧠

forms.gle

Program Committee Interest for the Second Workshop on AI & Scientific Discovery

We are proposing the second workshop on AI & Scientific Discovery at EACL/ACL (Annual meetings of The Association for Computational Linguistics, the European Language Resource Association and Internat...

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Reposted by Tom Hope

Maria Antoniak @mariaa.bsky.social · 19/11/2024

I'm recruiting 1-2 PhD students to work with me at the University of Colorado Boulder! Looking for creative students with interests in #NLP and #CulturalAnalytics. Boulder is a lovely college town 30 minutes from Denver and 1 hour from Rocky Mountain National Park 😎 Apply by December 15th!

A photo of Boulder, Colorado, shot from above the university campus and looking toward the Flatirons.

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Reposted by Tom Hope

Abhilasha Ravichander @lasha.bsky.social · 11/11/2024

✨I am on the faculty job market in the 2024-2025 cycle!✨ My research centers on advancing Responsible AI, specifically enhancing factuality, robustness, and transparency in AI systems. If you have relevant positions, let me know! lasharavichander.github.io Please share/RT!

lasharavichander.github.io

Abhilasha Ravichander - Home

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Reposted by Tom Hope

Shahan Ali Memon @shahanmemon.bsky.social · 15/11/2024

Here is the starter pack for folks in science of science, meta science, STS, philosophy of science, history of science, economics of science, science policy, AI+science, and so on. Feel free to nominate and self-nominate! #SciSci #STS #MetaScience #SciPol #AI4Science #ScAISci go.bsky.app/2R1E4TD

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Reposted by Tom Hope

Kyle Lo @kylelo.bsky.social · 05/10/2023

AI2 is hiring! If you’re interested in HCI, NLP, ML or AI for Science, we’re looking for junior researchers aiming to enter a PhD program. Start dates in 2024. Apply by *Oct 31*. Us: research.semanticscholar.org Apply: boards.greenhouse.io/thealleninst...

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