@nate_512What sold me on aipoch_ai's electricity case study is that you don't have to take the headline at face value. The headline itself: 6.18 million homes in 2025, 11.24 million in 2026, framed as matching what U.S. households burn through in a year. Those are estimates, though, not official numbers, and the study is upfront about that. AIPOCH Open-Science is the part that actually got me going: a portable package you import yourself, carrying the conversations, the data and code, the figures, plus the verification records, so you can dig through the evidence and chase whatever question you've got. Curious how the totals shift under different server-power assumptions? Swap them and watch the estimates move. Free, open-source, and built so people can poke at it, question it, and add to it. The secret?.science. Repo's in the thread below, site's at https://www.aipoch.com #Tech

@nate_512What sold me on aipoch_ai's electricity case study is that you don't have to take the headline at face value. The headline itself: 6.18 million homes in 2025, 11.24 million in 2026, framed as matching what U.S. households burn through in a year. Those are estimates, though, not official numbers, and the study is upfront about that. AIPOCH Open-Science is the part that actually got me going: a portable package you import yourself, carrying the conversations, the data and code, the figures, plus the verification records, so you can dig through the evidence and chase whatever question you've got. Curious how the totals shift under different server-power assumptions? Swap them and watch the estimates move. Free, open-source, and built so people can poke at it, question it, and add to it. The secret?.science. Repo's in the thread below, site's at https://www.aipoch.com #Tech