OpenAIはAIアプリ向けに"Subscription sharing"を開発している

Codexデスクトップクライアントのコードは、内部でChatPassと呼ばれる休眠状態の割当システムを明らかにしており、アプリケーションがユーザーのサブスクリプションの別々に計測される部分を消費できるようにする可能性がある。

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RUNTIMEWIRE INVESTIGATION — Scoop

Original reporting by RuntimeWire, based on reverse engineering.

なぜ重要なのか

サブスクリプション共有により、適格なAIアプリとのやり取りがユーザーのOpenAI利用枠から利用されるようになり、開発者の推論コストを抑えられる可能性がある一方で、OpenAIがどのアプリにアクセスを許可するかを管理できるようになる。

Reporting record

Finding

OpenAI’s desktop client contains a hidden account meter for “Subscription sharing.” Internal copy describes it as showing how much of a user’s subscription allowance is shared with **“ChatPass applications

How we verified

Methods: reverse engineering.

The Codex desktop client fetches account usage from:

GET /wham/usage
OAI-App-Brand: chatgpt

It expects this optional structure:

{
  "chatpass": {
    "windows": [
      {
        "used_percent": 0,
        "limit_window_seconds": 604800,
        "reset_at": 1788468559
      }
    ]
  }
}

When those windows exist, the app creates a separate Subscription sharing section and displays each as a renewable usage meter.

The client:

  • Converts used_percent into “% left.”
  • Recognizes five-hour, daily and weekly windows.
  • Supports an arbitrary number of windows.
  • Sorts shorter windows before longer ones.
  • Displays reset times.
  • Keeps ChatPass separate from ordinary ChatGPT/Codex limits, credits and workspace spending controls.

This is quota infrastructure, not merely marketing copy.

Why the mini-app connection is plausible

The same client already understands app-runtime identifiers including:

  • connector_id
  • plugin_id
  • canonical_app_id
  • app_name
  • resource_uri

Those power the plugin/widget system we covered. OpenAI’s public architecture likewise lets plugins ship interactive UI associated with tools through a UI resource URI. OpenAI’s plugin UI reference

Tested versions:

  • OpenAI.Codex_26.820.9563.0_x64

Reproduction

RuntimeWire independently reproduced the core finding.

File hashes

  • ASAR SHA-256: E353C580EF4939D36F4AE32A35C896D089205C1D06B9F711CF78FFA4A3578A8A

Company response

RuntimeWire requested comment; the company had not responded by publication time.

OpenAI's hidden ChatPass meters subscription allowance shared with apps — Code in the Codex desktop client points to compute-entitlement plumbing for OpenAI's app platform, with its scope and launch still undocumented.

The Codex desktop client contains an unreleased settings panel labeled "Subscription sharing." Underneath it, OpenAI's code refers to "ChatPass applications" and prepares to display renewable usage allowances supplied by the company's account servers.

改変されたCodexクライアントのキャプチャ - RuntimeWire

Codexの休止中の「Subscription sharing」インターフェイス(ローカルクライアントを改変して露出)。RuntimeWireは表示のために合成の割当データを供給した;画像は有効なエンタイトルメントを表すものではない。…

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