proof blockPage 1868%
This equation captures one of the core mathematical components of the system. **Wrong base case:** Return wrong value for n=0, n=1, or empty input
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Removing Sandbagging in LLMs by Training with Weak Supervision explores A training methodology combining supervised fine-tuning and reinforcement learning to elicit an LLM's full capabilities, preventing sandbagging even with weak supervision.. Commercial viability score: 7/10 in LLM Training.
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Page Freshness
Canonical route: /paper/removing-sandbagging-in-llms-by-training-with-weak-supervision
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID removing-sandbagging-in-llms-by-training-with-weak-supervision | Route /paper/removing-sandbagging-in-llms-by-training-with-weak-supervision
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/removing-sandbagging-in-llms-by-training-with-weak-supervisionMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.22082"
}
}source_context
{
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"query": "Removing Sandbagging in LLMs by Training with Weak Supervision",
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"route": "/paper/removing-sandbagging-in-llms-by-training-with-weak-supervision",
"paper_ref": "removing-sandbagging-in-llms-by-training-with-weak-supervision",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/removing-sandbagging-in-llms-by-training-with-weak-supervision
Subject: Removing Sandbagging in LLMs by Training with Weak Supervision
Verdict
Watch
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Structured compute envelope
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Dimensions overall score 7.0
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This equation captures one of the core mathematical components of the system. **Wrong base case:** Return wrong value for n=0, n=1, or empty input
Page and bbox are available; crop image is pending.
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Receipt path
/buildability/removing-sandbagging-in-llms-by-training-with-weak-supervision
Paper ref
removing-sandbagging-in-llms-by-training-with-weak-supervision
arXiv id
2604.22082
Generated at
2026-04-27T20:16:11.802Z
Evidence freshness
fresh
Last verification
2026-04-27T20:16:11.802Z
Sources
3
References
0
Coverage
50%
Lineage hash
3d1019c1ec4ffea5debc62f7a9d1ce14cf69b723d62cb290c11b6f6df163129c
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
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Verification
not_verified
Verification is blocked until an external signature is provided.
Pending verification refs / 3 sources / Verification pending
repo_url
references
This equation captures one of the core mathematical components of the system. **Wrong comparison:** ‘<=‘ →‘<‘ or ‘>=‘ →‘>‘ in a critical check
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This equation captures one of the core mathematical components of the system. Note: Code that defines functions AND calls them (e.g., ‘if __name__ == ’__main__’
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