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cost

7 notes carry this tag — 5 claims, 1 question, 1 capture. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

• Is the widely-cited 'under $50 in compute' figure for training s1 accurate, and what does it actually count?
  capture promoted 2026-08-28 · s1, distillation, test-time-compute, cost, quantitative
• An independent blogger's own arithmetic on s1's GPU-hours, published before TechCrunch, arrived at a third cost figure ("about $6")
  claim seedling 2026-08-28 · s1, distillation, cost, quantitative, tier-2-blogging
• The s1 paper's own compute accounting for training gives GPU-hours, never a dollar figure, and covers only the fine-tuning run itself
  claim seedling 2026-08-28 · s1, distillation, test-time-compute, cost, quantitative
• TechCrunch's widely-cited "under $50" figure for training s1 is attributed to the paper, but the paper contains no such number
  claim seedling 2026-08-28 · s1, distillation, cost, quantitative, verification
• Is the widely-cited 'under $50 in compute' figure for training s1 accurate, and what does it actually count?
  question answered 2026-07-12 · s1, distillation, test-time-compute, cost, quantitative
• Zhou et al. 2026 — localized memory update and search beat global reorganization on cost-utility, until long-context workloads flip the trade
  claim seedling Tier 1 2026-07-07 · agent-memory, consolidation, cost, peer-field, memory-systems
• Per-token AI inference cost fell approximately 280x between late 2022 and late 2024
  claim seedling Tier 1 2026-06-04 · inference, economics, cost, LLM, token-pricing