IX2-0192

① SA Source

Context Before

SemiAnalysis InferenceX is free open source software and reader-supported. To receive new posts and support our work, consider becoming a free or paid subscriber.

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Evidence

More analysis on the economics of inference can be found in the SemiAnalysis Tokenomics Model

Context After

The OpenRouter data also shows Nebius AI Studio (Fast) serving DeepSeek FP4 at 167 tok/sec/user at 6/M output tokens. Adjusting the interactivity level in InferenceX accordingly and we see the following data.

image

② Atomic Claim

更多推論經濟性分析可參考 SemiAnalysis Tokenomics Model

  • Epistemic Mode: ASSERTED
  • Mapping Status: PARTIAL

③ Semantic Frame

{
  "attribute": "UNSPECIFIED_ATTRIBUTE",
  "context_nodes": [],
  "entity": {
    "id": "04_knowledge_base/Tokenomics Model",
    "label": "Tokenomics Model"
  },
  "frame_type": "ATTRIBUTE",
  "qualifiers": {
    "condition_text": null,
    "numeric_mentions": [],
    "temporal_mentions": []
  },
  "value": {
    "numeric_mentions": [],
    "value_text": "更多推論經濟性分析可參考 SemiAnalysis Tokenomics Model。"
  }
}

④ Canonical Entity Mapping

RoleSurface LabelCanonical Target
entityTokenomics Model04_knowledge_base/Tokenomics Model

⑤ Human Review

請在 Properties 逐項確認:

  • 原文 → Atomic Claim 是否忠實
  • Atomic Claim → Semantic Frame 是否忠實
  • Canonical Entity mapping 是否正確
  • Epistemic mode 是否保留原文語氣
  • 最後選擇 review_action

Review state

Markdown 內文不是正式 approval。只有 Apply bridge 寫入的 Decision Ledger event 才是正式決策。