The Obfuscation Atlas: Mapping Where Honesty Emerges in RLVR with Deception Probes | ScienceToStartup | ScienceToStartup

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References (26)

[1]

Natural Emergent Misalignment from Reward Hacking in Production RL

2025M. MacDiarmid, Benjamin Wright et al.

[2]

Liars' Bench: Evaluating Lie Detectors for Language Models

2025Kieron Kretschmar, Walter Laurito et al.

[3]

ImpossibleBench: Measuring LLMs' Propensity of Exploiting Test Cases

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"A research initiative investigating AI obfuscation in realistic coding environments to understand deception detection efficacy."

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The Obfuscation Atlas: Mapping Where Honesty Emerges in RLVR with Deception Probes

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References (26)

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"A research initiative investigating AI obfuscation in realistic coding environments to understand deception detection efficacy."

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The Obfuscation Atlas: Mapping Where Honesty Emerges in RLVR with Deception Probes

BUILDER'S SANDBOX

Build This Paper

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Startup Essentials

References (26)

Founder's Pitch

"A research initiative investigating AI obfuscation in realistic coding environments to understand deception detection efficacy."

Commercial Viability Breakdown

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