The Scholarly Kitchen

What’s Hot and Cooking In Scholarly Publishing

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Making AI Use of Scholarly Content Traceable, Measurable, and Trustworthy: A Meeting Report from Cambridge Scholarly AI Workshop

A Cambridge workshop proposes new standard work to support provenance, attribution and metrics in scholarly communications AI tools.

  • By Todd A Carpenter, Tasha Mellins-Cohen, Monica Westin
  • Jun 25, 2026
  • 1 Comment
  • Time To Read: 6 mins

Attribution, Provenance, Reference, Citation, and AI for Research Applications – Understanding the Differences

Building robust citation and attribution into generative AI systems are foundational to usage, credit and trust. We need to expect more from AI.

  • By Todd A Carpenter
  • Jun 17, 2026
  • 3 Comments
  • Time To Read: 7 mins

Data Reuse is the Sincerest Form of Flattery

A powerful way to quantify article quality has been hiding in plain sight. It’s time to bring data citations into the limelight.

  • By Tim Vines
  • Jun 2, 2026
  • 6 Comments
  • Time To Read: 5 mins

Guest Post — Scholarly AI Search Shortcomings and the Need for Better Metadata

AI scholarly search tools often miss important literature due to incomplete metadata. Better full-text-derived metadata could significantly improve discovery.

  • By Peter Webster
  • May 29, 2026
  • 2 Comments
  • Time To Read: 5 mins

AI Rollout Is a People Problem: A Pulse on All Things AI, Part 2

Faced with technological shifts not seen since the advent of the internet, Todd Toler and Angela Cochran posit that the biggest challenges for organizations building an AI strategy are human, not technology.

  • By Todd Toler, Angela Cochran
  • Apr 8, 2026
  • 5 Comments
  • Time To Read: 13 mins

Guest Post — Could AI Help Fix Peer Review, or Will it Only Make Things Worse?

Today’s post asserts that peer review, which is still of vital importance to science, is clearly failing in the current age — could AI save the day?

  • By Michael A. Bruno
  • Mar 18, 2026
  • 14 Comments
  • Time To Read: 9 mins

AI in Peer Review: Revisiting an 8-year-old Debate

In 2018 at SSP New Directions, Neil Blair Christensen and Angela Cochran participated in an Oxford debate on the use of AI in Peer Review. Today, they revisit their main points and reflect on where they think we are today and will likely be in another 8 years.

  • By Neil Blair Christensen, Angela Cochran
  • Mar 16, 2026
  • 0 Comments
  • Time To Read: 6 mins

What Publishing Leaders Say About AI When They’re Not on Panels: A Pulse on All Things AI

Today’s post explores issues facing scholarly publishers around AI — using it, layering it, competing against it, and licensing to it.

  • By Todd Toler, Angela Cochran
  • Mar 11, 2026
  • 5 Comments
  • Time To Read: 12 mins

Part 2 — Why Authors Aren’t Disclosing AI Use and What Publishers Should (Not) do About It

Current AI disclosure guidelines are failing and driving AI use underground rather than making it transparent. In this follow-up post, I turn to the more challenging question: what publishers should do about it. 

  • By Avi Staiman
  • Feb 3, 2026
  • 16 Comments
  • Time To Read: 6 mins

Preliminary Evidence Linking Open Science to Research Integrity

Is open scholarship an honest signal of researcher integrity? We present preliminary evidence that data and code sharing, preprinting, and other open behaviors are indeed less common in papermill articles.

  • By Tim Vines, Ben Kaube, Adam Day, Kristen Ratan
  • Jan 28, 2026
  • 3 Comments
  • Time To Read: 6 mins

Why Authors Aren’t Disclosing AI Use and What Publishers Should (Not) Do About It

Only a negligible percentage of authors seem to actually be disclosing their AI use. Here’s why I think that’s the case.

  • By Avi Staiman
  • Jan 27, 2026
  • 8 Comments
  • Time To Read: 6 mins

Guest Post – The Next Era of Reference Management: An Interview with William Gunn

Today’s guest post features an interview with William Gunn discussing how AI will (or won’t!) change the future of reference management tools.

  • By John Frechette
  • Jan 23, 2026
  • 0 Comments
  • Time To Read: 7 mins

Guest Post — The Ghost in the Machine: Why Generative AI is a Crisis of Authorship, Not Just a Tool

Today’s guest author raises the question of whether a researcher submitting an article that was significantly drafted by an LLM without clear disclosure is effectively engaging in a contemporary form of ghost authorship.

  • By Ch. Mahmood Anwar
  • Jan 22, 2026
  • 35 Comments
  • Time To Read: 4 mins

Guest Post — Open Scholarship is Poised to Create More Value than Ever, but Are We Ready?

Today’s guest blogger observes how advances in technology create unprecedented opportunities in open scholarship, and asks: Can incentive structures keep up?

  • By Ginny Herbert
  • Jan 15, 2026
  • 6 Comments
  • Time To Read: 7 mins

Guest Post — How AI is Transforming Platform Strategy: Beyond the Hype

Today’s guest blogger challenges us to look beyond the hype of AI, and embrace AI agents handling platform grunt work, validation, and parallel processing that expands what we can accomplish with immediate and substantial productivity gains.

  • By Stuart Leitch
  • Dec 19, 2025
  • 4 Comments
  • Time To Read: 7 mins

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Society for Scholarly Publishing (SSP)

The mission of the Society for Scholarly Publishing (SSP) is to advance scholarly publishing and communication, and the professional development of its members through education, collaboration, and networking. SSP established The Scholarly Kitchen blog in February 2008 to keep SSP members and interested parties aware of new developments in publishing.

The Scholarly Kitchen is a moderated and independent blog. Opinions on The Scholarly Kitchen are those of the authors. They are not necessarily those held by the Society for Scholarly Publishing nor by their respective employers.

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