The Ledger

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why aren't all 1 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 1 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 Jul 2026

Bubna: Ramp trained custom tokenizers to swap into LLaMA

“Ramp actually early in the day was training their own tokenizer and, like, Swapping out the tokenizer in Lama and whatnot.”

Akshat Bubna Jul 8, 2026 ▶ 51:11 The Future of AI Infra: from Kubernetes to Agent Sandboxes — Akshat Bubna, Modal CTO

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The Ledger

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