I think the solution is to launder all research papers through LLMs so the papers are no longer copyrightable, and let the rich journal owners fight with the LLM owners.
I've read lots about content defined chunking and recently heard about monoidal hashing. I haven't tried it yet, but monoidal hashing reads like it would be all around better, does anyone know why or why not?
At the 2018(?) ICFP, I sat between John Wiegley and Conal Elliot.
They talked about expressing and solving a programming problem in category theory, and then mapping the solution into whatever programming language their employer was using.
From what they said, they were having great success producing efficient and effective solutions following this process.
I decided to look for other cases where this process worked.
I found several, but one off the top of my head is high dimensional analysis, where t-SNE was doing okay, and a group decided to start with CT and try to build something better, and produced UMAP, which is much better.
In short, this does work, and you can find much better solutions this way.
I suspect the H pattern they mean is where the gear shift is on the steering column, not on the floor.
I long ago owned a 1945 Dodge truck with that shifting setup.
As for being successful, there are several nice books, and several active forums. I've gotten good answers on the Libera IRC network #haskell channel, and on the Haskell matrix channel #haskell:matrix.org
I'd say this many sensors in a wireless package can do many things.
My first project would be exercise monitoring. You can measure heart rate, blood oxygen levels, and body temperature in one place.
I would then add something fun like comparing beats per minute of the music to heart rate.
I like the creators' suggestion of using the shape of the ear canal for authentication, I bet that's harder to steal off a video recording than fingerprints or a retinal pattern.
I'd also use this for voiceless speech, as the creators suggest.
I could think of more, but I won't be able to afford the dev kit, sadly.
I'd love to buy this, but I can't afford 2500 euro for a personal fun project.
I have previously purchased and written[1] about the Tympan.org open source hardware hearing aid[2], but it's about $300 which I can reasonably purchase.
If this comes down in price, I'd love to build some neat things with this hardware.
I care about the edge between "this value fails, one value over succeeds".
I wish shrinking were fast enough to tell me if there are multiple edges between those values.
He was a fun person to chat with, lots of great ideas and the drive to work out the details.