But also, what you wrote is just wrong. There are plenty of measurable, significant, ood effects in the last few decades on the climate and its impact.

Here’s one study onglacier retreat over the last 20 years.

https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2021GL09...

And here’s a paper on the effects of the mechanism:

https://www.nature.com/articles/s41558-025-02282-5

I’m sure you’ll read them earnestly.

Everyone is allowed to have an opinion, but that doesn’t mean they’re all worth listening to. Unfortunately, right now, all of those opinions are about ai.

But I’m responding to the rescue mission comment, which, since Vietnam, have overwhelmingly employed helicopters (Huey’s then, Black Hawks today). But machinery aside, the larger point is that air operations will likely go worse here than they did in Vietnam, unfortunately for both sides.

Here’s a use case that may illuminate the difference, from my own work at Nvidia. Im currently training some large sparse autoencoders, and there are issues with dead latents. Several solutions exit to help here, such as auxk, which I can certainly include and tune the relevant params as you describe. However, I have several other ideas that are much different, each of which requires editing core code (full evaluation changes, initialization strategies, architecture changes, etc.), including changes to parallelism strategies in the multi-rank environment I’m using. Moreover, based on my ideas and other existing literature, Claude can try a number of new ideas, each potentially involving more code changes.

This automated run-and-discover process is far beyond what’s possible with hyperparam search.

But these are all additional points in support of what is already said.

“General and administrative expenses increased by $68.1m ... The increase was primarily driven by … an in-person company event held in Q3 2025”

From New Yorker profile: “His goal… is… by making information freer, he hopes to make the world fairer, kinder, and nicer.”

Where he also writes, “I definitely feel the most fundamental issue is economic equality.”

But hey, the stock is up 25%!

Also: plenty of meaning outside of running a SaaS. Hell, undergraduate research assistants probably contribute more to societal at large.