3,095 karma · joined January 10, 2018
My intuition from the example full instructions are that the tasks are poorly specified which results in ~60% failures due to bad assumptions and missing requirements.
https://cdn.skoda-storyboard.com/2026/04/Skoda-DuoBell-Resea...
As expected ANC headphones cancel less noise at low frequencies so I guess the 780Hz is a trade off between high enough frequency to be a bell and low enough frequency to get attenuated a little bit less than high frequencies.
The research paper is pretty poor quality and this is mainly a marketing exercise.
In my experience LLMs can significantly speed up the process of solving exam questions. They can surface relevant material I don't know about, they can remember how other similar problems are solved a lot better than I can and they can check for any mistakes in my answer. Yes when you get into very niche areas they start to fail (and often in a misleading way) but if you run through practise papers at all you can tell this and either avoid using the LLM or do some fine tuning on past papers.
It's definitely computable on a piece of paper and reasonably secure against replay attacks.
Does it generate enough revenue to be self sustaining?
> The perovskite betavoltaic cell achieved impressive parameters, including a short-circuit current density of 15.01 nA cm−2, an open-circuit voltage of 2.75 mV, and an energy conversion efficiency of 1.83%, all of which represent significant improvements over previous works.