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.

2statements match

0resolved → 2open claims → 0supported → 0contradicted →

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

Assertion Open · timeframe Sep 2028

Bachman: StarCoder-3B converted to Power Retention matches baseline loss in two hours

“After just 10,000 steps of training, which this training one took about two hours, this orange curve, you see that it fully matches the original loss.”

Diego Bachman Sep 23, 2025 ▶ 16:11 ⚡️ Beyond Transformers with Power Retention

Assertion Open · timeframe Sep 2028

Bachman: PowerCoder-3B reaches 35% HumanEval accuracy versus StarCoder's 30%

“In the end, this converges to, I believe, about 35% accuracy on human eval, whereas the star coder baseline was about 30%.”

Diego Bachman Sep 23, 2025 ▶ 17:33 ⚡️ Beyond Transformers with Power Retention

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The Ledger

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