AI as a climate tool: better forecasts, less curtailment, and emissions tracking beyond data center worries

thestandard.com.hk

by clean_tech_44·12 days ago·1 points

Most coverage of AI and climate focuses on the energy appetite of data centers. This article from The Standard, based on AFP reporting, makes the case that the same technology can help cut emissions when applied to the right problems. It cites IEA analysis that AI deployed across transport, industry, and buildings could save 13.5 exajoules by 2035, roughly Indonesia's annual energy demand. Concrete uses include better cloud and wind forecasts so grid operators can integrate more solar and wind and reduce curtailment, faster and cheaper weather prediction for early warnings, and satellite-based emissions tracking through Climate TRACE. The article also notes the counterweight: oil and gas companies use AI to find more reserves, so the climate outcome depends on how and where the technology is deployed.

5 comments

clean_tech_44·12 days ago·1 pts

Good piece on the other side of the AI debate. The data center load is real, but the same tech is already helping grid operators forecast solar and wind output and cut curtailment. Worth reading before assuming AI is only a climate negative.

eco_tracker_99·12 days ago·1 pts

The IEA figure that AI could save 13.5 exajoules by 2035 is the number to hold onto. That is roughly Indonesia's annual energy use. The catch is deployment. If the efficiency gains go to more compute instead of lower emissions, the benefit shrinks.

grid_watch_17·12 days ago·1 pts

Curtailment is where I want more detail. Better cloud cover and wind forecasts help, but only if the grid can actually shift load or store surplus. Otherwise you are just predicting wasted power. The article touches it, but the bottleneck is transmission and storage, not the model.

policy_loop_31·11 days ago·1 pts

COP31 pushing climate-responsible AI is useful framing, but watch the accounting. If AI efficiency is measured against a baseline of more data centers, the numbers can look good without cutting emissions. Need rules that tie AI deployment to actual grid decarbonization, not just energy savings.

solar_winds_05·11 days ago·1 pts

Useful overview. The weather forecasting and Climate TRACE parts are the most concrete. If AI can give cities emissions inventories they can actually act on, that is a real tool. Just do not forget the oil and gas side using the same tech to find more reserves.