retinaros

i am actually a french muslim immigrant and all my life has been people like you - that likely identify as left and good willing people - telling me what to do and telling me i am indignant because I am uneducated or I dont follow what the common french leftist son of teacher thinks. The same thinking that made france irrelevant in 2026.

As for the boomers they totally choosing every of the characteristic I am talking about at every single vote they push. They are literaly the reason macron is in power and push for stuff like you know asking younger generations to work more than they did for less, paying more tax, getting bigger pensions, reducing unemployment benefits.

politicians are literaly elected by boomers that want to preserve their wealth and caste system.

yeah. their fraternité ends when they need to fairly contribute.

what bigotry? they are stealing the money and future of every french child being born and you defend them insulting people showing you the facts of bigots.

there was another leak recently and full data leaked. people having crypto got victim of home invasion , beatings, kidnapings, so much that france accounted for 70% of all crypto crimes the past years. and It wasnt for millions. people even with a few 10k$ in crypto got assaulted at their home.

france is living through its own programmed obsolescence and it is 100% due to boomer generation locking in the vote to favor themselves instead of france future. can you believe that during covid governement pushed to raise retirements pensions by the inflation but forced to lock wages not to do that. they did that ONLY because boomers have the majority vote in this country. they also did the covid lockin for boomers, sacrifying all the youth generation to unemployement and debt.

France spends roughly 14% of its GDP on pensions for people that paid less than they now earning - literaly stealing money to young generations- , making pensions one of the country's largest public expenditures. The pension burden also appears inside the headline budgets of individual ministries: in 2026, about €25bn of the €90bn Education budget (~28%), €9.5bn of the €66.5bn Defence budget (~14%), €8.2bn of the €25.8bn Security/Police-Gendarmerie budget (~32%), and €2.4bn of the €13bn Justice budget (~18%) correspond to pension contributions.

So when France says it spends €90bn on schools, for example, only about €65bn is spending excluding the State pension contribution.

how is it related to obsolescence ? well if you are paid shit, have the highest tax in the world to make wealthy old people, why work hard? right now if you want to be working for the gov as an IT sec engineer you will earn less than an average civil servant working 35hours a week that just requires 0-2 year of post grade studies and you will be on a temp contract. there is literaly no decent engineer that will accept such a job. now scale that to many fields in france and see why this once great country is doomed

We should only allow vote for people that contribute to society or at least give them a stronger x2 x3 vote factor.

Same for retirement funds in france younger generations pay for the older ones but it appears that boomers did not make enough children for growth/equilibrium and are now earning more pensions than their children will. the logical thing to do is to decrease pensions for every boomer that has less than 2 children.

its not exactly the same... its tool use spec asking to put thinking in inputs fields... it is a good idea but its not same.

curious seeing how anthropic is agressively fighting this stuff how did you get to experiment on this? did you just try and shown them results or did you need approval first? I am interested mostly because I research on distillation

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?

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 more competitive. Anthropic haiku is like 2025 flash…

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 stealing open research and data and locking the few bit they innovate on the top of it.

It will work until they IPO.

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 laws and pushed eu to remove nuclear from green energies list so that france wouldnt have an edge against germany shooting themselves in the foot

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 american companies like goldman sachs or’other financial institution. the eu is a prison for all of us. for a moment germany thought they could use it as an instrument to win and crush its biggest competitors (france and uk) but now they dont have an energy sector (lost thanks to their dear american friend bombing nordstream and foreign countries financing an anti nuclear narrative) and as such they now also lost the heart of their economy : their industry. the final nail in the coffin is spain opening the gates to millions of mens from less developed countries while major european economies have record youth unemployment.

its a crime against what was not so long ago some of the greatest nations on earth. now were as citizen are living under a distopia of urss with the worst of capitalism combined with the worst of communism. mass surveillance, removal of all personal freedom (freedom of speech, right to own property and cars, right to inherit, right to have a nation for our people, harshnpunishment for any contestation’up to jail timz for memes while at the same time very lenient justice toward murderers, rapists and other criminals.)

we gave away our right to exist and be nations and we did that without even a fight

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.