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openai

10 notes carry this tag — 4 claims, 3 questions, 3 captures. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

• Does OpenAI's 'Learning to reason with LLMs' actually cite 'competitive advantage' as a reason for hiding o1's raw chain-of-thought?
  capture promoted Tier 1 2026-08-24 · chain-of-thought, openai, o1, competitive-moat, distillation
• For the o1 model series, OpenAI shows users a model-generated summary of the chain of thought rather than the raw trace
  claim seedling Tier 1 2026-08-24 · chain-of-thought, openai, o1, reasoning-models, transparency
• Do Cohere, Google, and Voyage embedding APIs show the same launch-to-launch price cuts as OpenAI's ada-002 → text-embedding-3?
  capture promoted Tier 1 (Google, Voyage primary claims); unresolved (Cohere — see Claim 4) 2026-07-15 · embeddings, inference-economics, pricing, cohere, google
• OpenAI withheld o1's raw chain-of-thought, naming competitive advantage alongside safety among its reasons
  claim seedling Tier 1 2026-07-12 · chain-of-thought, openai, o1, competitive-moat, distillation
• Does OpenAI's 'Learning to reason with LLMs' actually cite 'competitive advantage' as a reason for hiding o1's raw chain-of-thought?
  question answered 2026-07-12 · chain-of-thought, openai, o1, competitive-moat, distillation
• The 'embedding prices stayed stable' claim doesn't survive OpenAI's own pricing docs — ada-002 to text-embedding-3-small was a 5x cut
  capture promoted 2026-07-09 · embeddings, inference-economics, myth-ledger, openai, pricing
• Matryoshka Representation Learning trains a single embedding to stay useful when truncated, encoding information at nested granularities
  claim seedling Tier 1 2026-07-09 · embeddings, matryoshka-representation-learning, retrieval, representation-learning, openai
• OpenAI cut its embedding API price 5x from text-embedding-ada-002 to text-embedding-3-small ($0.10 → $0.02 per 1M tokens)
  claim seedling Tier 1 2026-07-09 · embeddings, inference-economics, openai, pricing, myth-ledger
• Do OpenAI's text-embedding-3 line and nomic-embed-text-v1.5 actually implement Matryoshka Representation Learning?
  question answered 2026-07-09 · embeddings, matryoshka-representation-learning, openai, nomic, retrieval
• Do Cohere, Google, and Voyage embedding APIs show the same launch-to-launch price cuts as OpenAI's ada-002 → text-embedding-3?
  question open 2026-07-09 · embeddings, inference-economics, pricing, openai, cohere