You still need some memory for the context, in flight answers, ... but not for the model weights and for the output of the intermediate layers. I found taalas demo here: https://chatjimmy.ai/

I saw people bulding a mapping of model->{{prompts}, {tools descriptions}, ...}, but that, to me, it feels extreme. I believe it is the model that needs to adapt to your prompts after a certain point. Models that fail to do so won't get our api requests as they will be out of the failoever roster.

With the latter you can, for example, say "Wait, this should be an interface because later on we need different concrete implementations". With the former, the agent doesn't do that, gets to the point where you actually need the flexibility interfaces give you and refactors everything to handle that. That is at least 2x the work/tokens. Multiply this for all the decision points you have to do to deliver a big piece of work and you have your bagillion tokens consumed.

Especially the Annapurna one, you still climb up to 5+k meters in altitude, and seeing the actual mountain still towering over you is crazy once you realize.

Also, I don't believe one bit my life has been subsidized. Wealthy people don't throw money around if there is no profit to be made. At best they subsidize stuff to get you hooked before raising prices and raking the money in.

Additionally, I paid people to build my own house with money that I earned, and same for my car. And I now live in a country where we pay living wages and not force people to do 2-3 jobs to stay afloat. So I didn't exploit anyone as those people received months of salaries for them and their families thanks to my house.

The only thing I can concede to your argument is that things like my phone or laptop are cheap because people in the world are exploited while mining and in Foxconn like factories and for that I am trying to limit my tech footprint.

Additionally, you proved my point that the majority really doesn't care about the folks whose quality of life worsen because someone built a datacenter close to their homes. Or the fact that turbines still pollute the air with NOx emissions (which cause lung cancer and other respiratory problems).

You are basically saying that it is not so bad, but (I guess) it is because you aren't close to a datacenter not depending on the grid. And I trust more hearing about live accounts of people being affected, than a "trust me bro, it is not as bad". Are the accounts cherry-picked? Maybe, but they are also supported by videos that substantiate what they are saying.

But fuck them, they are poor people so we don't care about them /s .

Additionally, people against data centers are accused of being paid by China [2]

[1] https://www.theguardian.com/environment/2026/feb/13/elon-mus... [2] https://fortune.com/2026/06/10/kevin-oleary-trump-administra...

While the single functions/classes/structs/... can be well though out the code tends to lack cohesion, and especially maintainability. For instance, it never thinks: "I could put this logic in an interface/trait so that if the requirements change I can simply add a concrete implementation that satisfies the new requirements (and potentially use one of these for testing)".

They are justifying that on commitments (500+B USD), but 300B of those are tied to OpenAI. So, if OpenAI goes belly up or at least doesn't follow their crazy growth projections, they would have to find the same amount of consumption quickly to repay the interest on said debt and eventually the principal.

It is a lot of money for a company the size of Oracle (~500B market cap).

[1] https://finance.yahoo.com/markets/stocks/articles/oracle-500...

At least that was my experience as a native Italian speaker. My English vocabulary is good, but not great by any means and by reading books in English I know that there are plenty of words that are not derived from Latin

In fact, if the AMOC weakens/stops then there will be a drastic drop in precipitation across Europe and funnily enough maybe the temperature drop so much that the little snow there will be won't melt in big enough quantities.

Of course this is just a ban lift, meaning that there are no concrete plans to build one or more, but if there is a need to move "fast" (nuclear is not, I know) at least there is one less hurdle. I sincerily hope we invest in other technologies, especially now that Sodium batteries seem on their way to solve grid level storage, but I don't necessarily see this as a bad move per se.

Don't get me wrong, I rather lose the superpower race but enjoy my privacy and work benefits that folks in the US dream of. But the topic was superpower competition and I don't see the EU going anywhere in that front.

We are fragmented, among the top 4 EU economies 2 are struggling with debt (France & Italy), Germany economy is stagnating and the amount of bureaucracy hinders any attempt at innovation, ... .