Dave Howcroft 🦔 is participating in action short of a strike ✊️

@davehowcroft.com

Computational linguist teaching computers to use their words. Queer. Catholic. Immigrant. they/them Languages: en, de, fr, sv Also available at https://mastodon.social/@_dmh

As area chair I’m finding myself too often having to refocus discussion between authors and reviewers away from forced homogeneity, value judgements, gatekeeping, ad hominem attacks and general adversarial issues, and towards clarification and understanding. Not sure how we’ve come to be so weird…

i will say i thoroughly believe the ACL-ification of cognitive science has fucked with students' expectations -- they now expect (1) reviewers will not read or understand their papers, (2) their work must be highly novel and (3) the existence of prior work diminishes the value of their contribution

New blog: AI for Healthcare: Great benchmarks but minimal impact AI in healthcare benchmarks show soaring perf, but in the real world AI is not actually helping people much. Reasons include messy real world, weak eval, deployment, and lack of utility ehudreiter.com/2026/08/05/a...

AI for Healthcare: Great benchmarks but minimal impact

The paradox of AI in healthcare is that while benchmarks show soaring (and sometimes superhuman) performance, in the real world AI is not actually helping people much. This is partially because rea…

ehudreiter.com

YNLG Is a great opportunity for young researchers to get into NLG research and get meaningful advice from us senior researchers.

Dave Howcroft 🦔 is participating in action short of a strike ✊️@davehowcroft.com · yesterday

Are you a new researcher in #NLG? An MSc or PhD student or a postdoc new to natural language generation? Do you want to find advice and community? Check out the #YNLG workshop happening at #INLG2026! (One week left to submit) ynlg-workshop.github.io

This sums up the frantic and coerced deployment of "AI" throughout public and private sectors. Results of even cursory audits are horrifying every time, invariably paired with forced adoption and retaliation for asserting professional norms. Colonialism is a cherry on top.

Specific allegations in the lawsuit include that Mayo researchers tried to cover up or ignore research results showing that the health system’s MAYA digital assistant tool had a 67% error rate. In a separate situation, Eto claimed she opposed the use of a high-risk investigational medical device for a cardiac surgery because it hadn’t been properly vetted by an IRB; she said her supervisor ignored her objection and approved the use of the AI-enabled device for a surgery in another country.
Minnesota Star Tribune@startribune.com · 4w ago

Mayo Clinic’s former director of research operations alleges she was sidelined, then terminated, for raising objections over lax standards of studies involving AI.

Decades ago when I studied early vision, I felt like the logic of progress in the field was a bit too formulaic (show an exceedingly well-established model is incomplete and extend it). Today I'm envying those for whom scientific progress has a logic that their community generally agrees on.

two horses each eating on the other side of the fence

This is so frustrating to read from The New Yorker. Reward hacking *long* predates LLMs. The Coast Runners paper on reward hacking (in reinforcement learning, pre-LLMs) is 10 years old! Reward hacking is not new, and not a sign of a breakthrough intelligence, much less sentience. Did AI write this?

Bild

Somebody emailed me to ask about being a reviewer at TACL, and unfortunately this ended up in my spam folder and got deleted. Apologies! If you emailed me about this and did not get a response, please email me again