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I have animations minimized (whatever the setting is called) on my iphone, and there is still a maddening delay when doing many actions. Either the app has hard-coded some amount of time between presses or the program is so inept that it really takes fractions of a second to do basic activities.

I think it is worth noting that older data centers were not materially moving the electrical grid. That Utah data center is planning to use as much power as the entire state.

Regardless, it still comes down to: things are bad and unaffordable. The powers that be keep claiming that AI is about to take our jobs and end the world. Why wouldn't people be mad?


I have no sense of gwen's readership numbers, but I find it unlikely that one rather erudite blog has anything to do with global nicotine consumption. People have been smoking for centuries. The vaping industry had guerilla marketing campaigns to target college kids.

No rain drop thinks it is responsible for the flood, but I am hard-pressed to imagine a blog article greatly swayed hearts and minds.


Global fossil fuel usage fell last year. We are on a trajectory to massively cut out fossil fuels and replace them with renewables. This was before global petroleum movement was blocked through the Strait. Check out the juicy details in the Ember 2026 report[0].

Some highlights:

  Driven by record solar growth, low-carbon power generation increased by 887 TWh in 2025, outpacing electricity demand growth of 849 TWh. Solar power alone met 75% of the net increase in electricity demand. Together with wind, the two sources met almost all (99%) demand growth. For the first time since the Covid-19 pandemic in 2020, and only the fifth time this century, fossil generation did not rise, recording a small fall of 38 TWh (-0.2%).

  The global fall in fossil generation was driven by a historic reversal in fossil trends in China and India, the largest and third-largest fossil power countries globally. 2025 was the first year this century when fossil generation fell in both countries. In China, it fell by 56 TWh (-0.9%), marking the first decline since 2015.

  For the first time in 100 years, renewables (33.8%, 10,730 TWh) overtook coal power (33.0%, 10,476 TWh) in the global electricity mix as continued rapid growth in solar and wind pushed the share of renewables above a third of global generation. Coal power dropped 63 TWh (-0.6%) in 2025, marking the first fall since the Covid-19 pandemic in 2020. Combined with continued electricity demand growth, this meant coal fell below a third of global generation for the first time in history.
[0] https://ember-energy.org/latest-insights/global-electricity-...

There's a difference between electricity and energy. Last year, fossil fuel usage fell for power generation, but not as a whole.

This year, oil and gas are projected to fall as a whole, although coal is still expected to grow:

https://www.carbonbrief.org/analysis-global-fossil-fuel-emis...


The global fossil electricity generation decreased in 2025 and CO2 emmision still increased in 2025

https://www.iea.org/reports/global-energy-review-2026/co2-em...

Fossil fuels are not used only for electricity production, they are also used for heating (low temp, high temp), feed stock for chemical proceses, combustion engines.


You burn a barrel of oil once. A solar panel lasts for 20+ years. After you have installed it, if China announces they will no longer sell new ones - you have two decades of lead time to start building your own domestically.

Either the panels are purchased piecemeal, in which case some have to be replaced every year as your rolling stock fail, or they're replaced in large batches - which would be incredibly predictable, suggesting China would not fill one massive order and then say "No more", assuming they're trying to inflict pain

Either way though, you don't have 20 years to get up to speed.


No you don’t.

You have 20 years minus one day, as every day elapses.

Existing installed solar capacity is degrading at one day per day.


They have 25 year warranty with performance guarantee of 92%. After 25 years, it will continue to work fine, 8% lower output is perfectly acceptable. Most likely will last 50 years or more.

There is no product on the planet that has a a multi decade warranty with this kind of performance guarantee.


Good luck having that warranty honoured in 10 years.

Or that Germany shares electricity with the EU, so that everyone is getting subjected to those pains with fuel sources being cut.

One thing that I really want to know - the better models from today vs a year ago - what has changed. They have already pre-trained on all available public data. Scooping up the last percentage of archaic texts which were never digitized is not going to move the needle.

Is it just that the providers are generating tons of synthetic datasets on coding tasks so that the models get more exposure to the right thing to do? Every time someone points out an LLM stupidity they add some training data to patch over the weakness (trivial to generate "there are two 'l's in llama")?


Do replay files require consistency or can you spawn new units from the ether as required? I think you could get a system that would get the broad strokes unit placement correct, but having a shot-for-shot perfect replication seems impossible.

Replay files are streams of the orders given by players. They generally can't do anything which would be impossible in game.

I suppose that makes sense for a deterministic engine. That way you have an ordered steam of actions with only one way to execute them.

I was wondering how you could possibly sync up something like a Carrier that has multiple fighters.


> I was wondering how you could possibly sync up something like a Carrier that has multiple fighters.

Same way as everything else - you play out the simulation and see what happens. The behavior of the interceptors is as deterministic as any other unit. (They just happen to not be directly commandable by their owner.)


No, I get that. The pondering was before I knew it was a recording of actions. Once you know that, it is a fully self-contained box with external nudges from the players which get inserted into the simulation.

Who is offering the refusal vectors or instructions on how to generate them?

Here's a widely used toolkit: https://github.com/p-e-w/heretic

Distributing the vectors themselves isn't (yet) common practice, because people have gotten used to just putting the full modified weights up on HuggingFace's huge free storage.


I am, in fact, I’m offering something much better, a compact format that exactly restores an abliterated model from a tiny JSON file:

https://www.reddit.com/r/LocalLLaMA/s/iksvmXBzuC


Formal agreements matter unless the counter-party is the US who will gleefully alter the deal the second it becomes inconvenient.

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