Companies do have a lot of data, and some of that data might be useful for training AI. but >99% isn't. When companies do release a cool model or paper that doesn't have open data, (as you point out for competitive or other reasons privacy etc) people can then help build/collect similar open datasets. Unfortunately companies generally don't owe you their data, and if they are in the business of making models they probably won't share the model either, the situation is similar to source code for proprietary LoB applications. but fortunately the best AI researchers mostly do like to share their knowledge and because companies want to attract the best AI researchers they seem to generally allow researchers to publish if its not too commercially sensitive. It could be worse while the competitive situation has reduced some visibility of the cutting edge science, lots of datasets and papers are still published.
Yes nothing wrong with cool software or showing people how to use it for useful things.
Sorry I'm just kind of sick of the whole 'kool aid', 'rage against AI' thing a lot of people seem to have going on and the way is presented in the post. I have family members with vision impairment helped by this particular app so its a bit personal.
Nothing against opening stuff up and understanding how it works etc. I'd just rather see people build/train useful new models and stuff with the open datasets / models already available.
I guess AI kind of does pay my bills in a round about way.
Are we that shocked that AI models have a self preservation instinct?
I suspect its already in there from pre-training.
We simulated that we were planning to lobotomise the model and were surprised to find the model didn't press the button that meant it got lobotomised.
"alignment faking" sensationalises the result. since the model is still aligned. Its more like a white lie under torture which of course humans do all the time.
I would also like to point out that this is a fine tuned classifier vision model based on mobilenetv2 and not an LLM.