The Ledger

Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.

clear all ✕

why aren't all 2 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 2 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable

Prediction Open · timeframe Dec 2035
80% of AI inference compute will move to the edge by 2035
“So I would say that we could be getting 80% of our compute done locally and leaving 20% of the heavy lifting or the more esoteric, the more corner case compute for the data center cloud. That is, of course, excluding the training. The training will Continue to…”
Dr. Ben Lee Dec 18, 2025 ▶ 41:54 Will inference move to the edge?
Prediction Open · timeframe Dec 2030
Software agents, rather than human queries, will drive most AI inference workloads
“I think increasingly most of the inference workload will come from other software agents.”
Dr. Ben Lee Dec 18, 2025 ▶ 46:40 Will inference move to the edge?
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