VR2R-0716

回到這篇 SA Coverage

① SA Source

Context Before

image

Source: SemiAnalysis AI TCO Model ↗

Evidence

Operating costs are similar for VR Max-P vs MI4XX given their comparable chip TDPs and given that most operating costs scale with respect to IT power requirements.

Context After

VR Max-Q on the other hand, exhibits lower Operating costs relative to MI4XX given the lower chip TDP. For example a VR NVL 72 cluster deployed at a Hyperscaler with Arista networking would have a operating cost of $0.75 per gpu per hour, representing ~20% lower costs vs MI4XX deployed with a Hyperscaler with the same Arista networking. This highlights the advantages of the Max-Q configuration, particularly from an operating cost perspective, as the lower power TDP reduces rack-level power density for a meaningful cost savings over time.

image

② Atomic Claim

由於 chip TDP 相近,而且多數 operating costs 會隨 IT power requirements 變動,因此 VR Max-P 與 MI4XX 的 operating costs 大致相近。

  • Epistemic Mode: ESTIMATED
  • Mapping Status: PARTIAL

③ Semantic Frame

{
  "attribute": "VR_MAXP_OPERATING_COST_COMPARISON",
  "context_nodes": [],
  "entity": {
    "id": "04_knowledge_base/MI400",
    "label": "MI4XX"
  },
  "frame_type": "ATTRIBUTE",
  "qualifiers": {
    "condition_text": "VR Max-P is plain text",
    "numeric_mentions": [],
    "temporal_mentions": []
  },
  "value": {
    "numeric_mentions": [],
    "value_text": "VR Max-P operating costs are broadly similar to MI4XX because chip TDPs are comparable and most operating costs scale with IT power requirements."
  }
}

④ Canonical Entity Mapping

RoleSurface LabelCanonical Target
entityMI4XXMI400

⑤ V2 Draft(需要修正時直接編輯)

Inline repair

只編輯以下三個 Draft 區塊。完成後將 review_action 設為 REQUEST_REPAIR,再手動執行 Repair Preview。
執行腳本前,Draft 不會寫入 Claim Store 或 Graph。

V2 Atomic Claim Draft

由於 chip TDP 相近,而且多數 operating costs 會隨 IT power requirements 變動,因此 VR Max-P 與 MI4XX 的 operating costs 大致相近。

V2 Semantic Frame Draft

{
  "attribute": "VR_MAXP_OPERATING_COST_COMPARISON",
  "context_nodes": [],
  "entity": {
    "id": "04_knowledge_base/MI400",
    "label": "MI4XX"
  },
  "frame_type": "ATTRIBUTE",
  "qualifiers": {
    "condition_text": "VR Max-P is plain text",
    "numeric_mentions": [],
    "temporal_mentions": []
  },
  "value": {
    "numeric_mentions": [],
    "value_text": "VR Max-P operating costs are broadly similar to MI4XX because chip TDPs are comparable and most operating costs scale with IT power requirements."
  }
}

V2 Revision Metadata Draft

{
  "epistemic_mode": "ESTIMATED",
  "mapping_status": "PARTIAL"
}

⑥ 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。