HOT RADAR
industryHEAT 17.9°

AI CURATED HOT STORY · 10/23/2026

Berget AI Open-Sources Per-Request Carbon Method Revealing 8.5x Regional Variance

1 reports archived1 independent sourcesupdated 10/23/2026, 14:41:11
Synthesis & Latest Updates
1 Sources Cross-Validated

Swedish AI provider Berget AI has open-sourced a method for calculating carbon emissions per individual AI request, developed with SEI and WattTime. Data shows identical requests emit 8.5 times more CO2 in Texas than in Sweden due to grid intensity differences. The tool aims to enable buyers to compare providers based on real emission data rather than marketing claims.

LATEST/Swedish AI provider Berget AI has open-sourced a method for calculating carbon emissions per individual AI request, developed with SEI and WattTime. Data shows identical requests emit 8.5 times more CO2 in Texas than in Sweden due to grid intensity differences. The tool aims to enable buyers to compare providers based on real emission data rather than marketing claims.

HEAT TRENDHourly heat curve

3 fully observed hours
Now
17.9
Peak
18.715:00
24h change
–

The line compares only sources observed throughout; gap hours are interpolated to keep the trend continuous.

TIMELINECoverage timeline

Total 1 reports · Latest first
  1. Hacker News AIT2·68 pts
    • Open-source method enables request-level tracking of AI carbon emissions, moving beyond aggregate energy estimates
    • Grid intensity causes significant regional variance: identical models/hardware emit ~8.5x more CO2 in Texas than in Sweden
    • Aims to empower enterprises to select low-carbon AI vendors through transparent data, shifting industry focus from marketing to evidence-based comparison