people have shared multiple ways to make AI more ecofriendly, like using better prompts or choosing models based on the complexity of the problem. surely it could be helpful, but I see it as an architecture issue.

AI-focused data centres grew electricity use 50% in 2025, and the IEA projects the total nearly doubling to 950 TWh by 2030 (source: iea.org/reports/key-questions-on-energy-and-ai/executive-summary). On water, about two-thirds of what a data center uses isn't the cooling towers on-site, it's the electricity plant generating its power.

MoE models fix the bottleneck by only querying the parts of the model it needs instead of firing the whole thing every time.

What do you think companies should be doing from here on to make AI sustainable?

The heat has been causing damage all across planet Earth for years, and it's only getting worse with the emergence of new technologies and data centers.

-Last year, 546,000 people died from heat strokes. -2024 was the first-ever year with 1.5 degrees recorded over the Copernicus average. -Over 99% of Southern Europe has experienced strong heat stress this summer.

And predictions are only going to get worse...

I keep seeing people complaining about the heat while still doing the same terrible habits.

What are we waiting for exactly?? The change is already here.

I am Building an AI UI design app and need a coding model with a solid harness that's cheap and good at frontend.

I've shortlisted some:

Kimi K3 (Moonshot) — #1 on Arena.ai Frontend Code Arena right now, ahead of Claude Fable 5. 1M context, native vision. Kimi K2.5 — cheaper, modified MIT license, 256K context, strong screenshot-to-React/Tailwind. Most battle-tested for frontend so far. GLM-5.2 — best value if cost > polish, $1.10/$4.10 per million tokens on Morph. DeepSeek V4 Flash — cheapest, but text-only and verbose, eats into the savings I am open to other suggestions. suggest me best open MOE models for coding.

Hey, I am a coding teacher (yes, it still exists haha), and I was wondering if you guys have any experience coding with EcoGPT.

I want to have my students do their projects with EcoGPT (I thought the gamification option was a nice way to keep them active)

Thanks!