clm_e424a7e2b0374f588bb9398931b33419_r1

IX2-0562

① SA Source

• Source: 開啟完整 SA 文章
• Section: GitHub Actions
• Line hint: 796

Context Before

Source: Outages project ↗

Evidence

It is certainly not meant for launching thousands of jobs across a fleet of hundreds of GPUs

Context After

Future of InferenceX

Since the initial release of InferenceX in early October 2025, we have worked hard to continuously improve InferenceX. After release, we spent some time refactoring the codebase to make it more scalable, such that new models and inference techniques can now be added in a “plug and play” fashion. These changes enabled us to seamlessly integrate PD-disagg benchmarks for H100, H200, B200, B300, GB200, GB300, and MI355X. We also added accuracy evaluations to our default benchmark pipeline to ensure visibility into model performance across all configurations.

② Atomic Claim

GitHub Actions 並不是為了在數百顆 GPUs 組成的 fleet 上啟動數千個 jobs 而設計。

• Epistemic Mode: ASSERTED
• Mapping Status: COMPLETE

③ Semantic Frame

{
  "attribute": "COUNT",
  "context_nodes": [
    {
      "id": "04_knowledge_base/GPU",
      "label": "GPUs"
    }
  ],
  "entity": {
    "id": "02_companies/GitHub",
    "label": "GitHub"
  },
  "frame_type": "ATTRIBUTE",
  "qualifiers": {
    "condition_text": null,
    "numeric_mentions": [],
    "temporal_mentions": []
  },
  "value": {
    "numeric_mentions": [],
    "value_text": "GitHub Actions 並不是為了在數百顆 GPUs 組成的 fleet 上啟動數千個 jobs 而設計。"
  }
}

④ Canonical Entity Mapping

Role	Surface Label	Canonical Target
entity	GitHub	GitHub
context_0	GPUs	GPU

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。