Viewing profile — retinaros

many are buying into routing as a way to save money but it destroys the cache savings. prob that is what copuilot is doing

the article means code as a whole not just the moment you input some if else in a screen but the whole act from thinking about it to make it live in prod.

any link to this caching tech?

https://x.com/Hesamation/status/2082078307147776117?s=20

it cant be explained. but distillation shortcut training time by a lot. you need much more than that to be near SOTA obviously

aws its their business to make ur data safe. frontier lab business is to use your data and mine to train models

on 1 paralel request maybe

if they do this you can foresee what else they can do

Ttl 1 hour maybe. 5min? Never

I did that. This works to some extent but why bother. Sft brings you 99,9% there already. Rl helps more with syntax errors. Svg is code

Flash versions were often ultra competitive and their best in the range along with openai mini models. Always been gemini most useable and best model with nano b. Frontier is much …

everything in LLM world is that right now.

maybe he meant about server-side features? otherwise its dumb. OAI and Anthropic are using azure/aws/gcp...

it is obvious at this stage that most of the gains are in distillation post training and having good RL simulations. the moat of the private labs are just their capability of steal…

First three paragraphs and I can tell its opus 4.8

They all do that. Ask leading models about israel palestine conflict for instance

russia was indeed the ones who pushed germany to be reliant on their energy instead of going for nuclear. they funded green party to do that. and germany on their side then voted l…

the eu has always been an instrument of american imperialism. leader like ursula was casted away of german politics for corruption and most of the other big names had ties to ameri…

that will be my last gale console

I guess the symptoms might be super hard to identify. llike a cognitive decline on some functions.

if the worms are in the brain the man is likely not fine and won't ever be like before

why use agentcore runtime then

they even published papers where they distill gpt models… https://alignment.anthropic.com/2025/subliminal-learning/ anthropic is really adversarial.

no its not. its about mass surveillance and mass population control. regulating, watching, punishing and jailing the taxpayers while letting millions of people enter illegally and …

well they did it against russia RTnews and even today russian players are treated like trash in Europe. just look at tennis for instance.