i feel like we are using ai to solve virus detection in many cases, and in theory this is the same complexity as the halting problem.

evolutionary search is better than hard coded algorithms at finding solutions to np problems and this is similar to that. ai will be better security engineers than humans.

but simpler explanation work until they don't all of a sudden

yeah anthropic tries to address this through mechanistic interpretation but not sure they are progressing as fast in that domain as their model development

it might have broken a couple metrics since if you get above 90 percent it might be that the metric can not measure you well anymore right?

a lot of times people cry wolf for a couple of times before wolf actually comes.

i feel like theres a good chance that this is the actual wolf coming here. cause i was using opus for a lot and it's really good.

So, did LLM (namely Gemini-Flash) helepd with the combinatorial optimization process? I'm sure not all of their discoveries (one on kissing numbers, etc.) have previous solutions in some other form, but yeah these findings looks more like very large combinatorial optimization tasks.

multi-layer perceptrons are more complex than that lol

'coming again to save the motherfucking day yeah!'

its nice to know even people like google are treated like this. even people with management roles.

same. its hard to write on reddit these days. even 'pulp' alternatives like 9gag is a lot more welcoming somehow.