Claas Voelcker

@cvoelcker.bsky.social

For professional, see https://cvoelcker.de If I seem very angry, check if I have been watered in the last 24 hours. Now 🇺🇸 flavoured, previously available in 🇨🇦 and 🇩🇪

Sophisticated verbiage does not make one, ipso facto, appear eloquent and cerebral. Quite contrary, perchance it may make one seem ... claudish... (This comment is brought to you by Grading Claas)

Once again, if you are a senior researcher spreading doom to junior researchers, shut up shut up shut up. It’s your job to figure out a path forward, even in high uncertainty times. Come back when you have something constructive.

I think an important question to ask with any new AI research result now is: "What would the output have been if you had given the resources (just the money, not the model) to a few math departments and had them hire some good grad students." Economy is about efficiency, not just outcomes.

Alexander Kasprzyk@amkasprzyk.bsky.social · 6d ago

OpenAI didn’t simply stumble upon all these results down the side of the sofa whilst cleaning. They chose to systematically invest huge sums of money to produce them. And to keep on going. And going. And going. They systematically took our motivational questions, perhaps with the… #MathSky #LLM

I’m annoyed by all the academics stressing “quality over quantity” as a tonic for the LLM deluge of results / crap. People have been saying this for years. Either setup a compact with some language on putting this in hiring documents/recommendations/etc. or stop saying it.

Why is university teaching always structured badly? None of the faculty resources I have access to have any tips and lessons learned on actually running the classes! It's only about the bureaucracy!!!

If you want my own opinion btw, I think we need to make it really really really hard to get a paper in. Require a 20 page submission, meticulous statistical analysis, theoretical results and empirical scaling. It should take a lab of very good people a year again to write a paper.

Claas Voelcker@cvoelcker.bsky.social · 3w ago

Reducing the current flood of papers requires us to take a loooong and hard look at the incentive structure beneath it all. Limits etc feel good, but will probably barely move the needle based on authorship stats. The problem is a simple RoI calculation. AI papers are tickets to two of the most ...

God, I just want to keep blogging about the dumb paper submission limit party over on X. None of these proposals come anywhere close to addressing the issue. Reputational costs: How on earth do you want to track reputation among 10,000s of authors? Furthermore, I know of several extremely prominent

Reducing the current flood of papers requires us to take a loooong and hard look at the incentive structure beneath it all. Limits etc feel good, but will probably barely move the needle based on authorship stats. The problem is a simple RoI calculation. AI papers are tickets to two of the most ...

#claudetips I wrote a handoff skill that explicitly tells Claude to look over all the code it added and to reduce repetitions and redundancy. It burns a lot of tokens atm, but it genuinely helps with keeping the codebase form metastasizing.