Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization

Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/proxy-reward-internalization-and-mechanistic-exploitation-a-learned-precursor-to-reward-hacking-and-its-generalization

ready

Proof freshness: fresh
Proof status: unverified
Display score: 0/10
Last proof check: 2026-06-09
Score updated: 2026-06-09
Score fresh until: 2026-07-09
References: 0
Source count: 3
Coverage: 50%

Page-specific freshness sourced from this paper's evidence receipt and score bundle.

Agent Handoff

Canonical ID proxy-reward-internalization-and-mechanistic-exploitation-a-learned-precursor-to-reward-hacking-and-its-generalization | Route /signal-canvas/proxy-reward-internalization-and-mechanistic-exploitation-a-learned-precursor-to-reward-hacking-and-its-generalization

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/proxy-reward-internalization-and-mechanistic-exploitation-a-learned-precursor-to-reward-hacking-and-its-generalization

MCP example

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    "query_text": "Summarize Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization"
  }
}

source_context

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  "query": "Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization",
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  "topic_slug": null,
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Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization

PDF: https://arxiv.org/pdf/2606.09711v1

Source count: 3

Coverage: 50%

Last proof check: 2026-06-09T05:30:09.831Z

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Not build-ready: Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization

/buildability/proxy-reward-internalization-and-mechanistic-exploitation-a-learned-precursor-to-reward-hacking-and-its-generalization

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Subject: Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization

Verdict

Ignore

Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization

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