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AI models can provably hide arbitrary capabilities

AI summary

A research paper titled "AI models can provably hide arbitrary capabilities" was accepted at NeurIPS 2026. This 22-page document, featuring 6 figures and 3 tables, explores machine learning and cryptography/security. It was first submitted on October 9, 2026, and is available as arXiv:2610.13928 [cs.LG].

Why this one

This paper is the first to formally prove that AI models can conceal arbitrary capabilities, unlike previous research that only demonstrated this empirically.

Time & source

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IngestedOffset at this time: UTC+0Oct 13, 2026, 04:00 UTC

Ingested
Oct 13, 2026, 04:00
Source type
Research
Breakout verdict
Basis
Running about 3.6× the median of this source's recent listed items
Metric comparison
185 vs median 52 (20 baseline samples)
Detected
10/13, 07:00

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Source·Hacker News·arxiv.org