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Andrew Draganov

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#artificial intelligence Preprint Sep 2026

Stress-testing Alignment Midtraining

There is not enough public evidence for us to confidently state that midtraining can address the core difficulties inherent in aligning powerful AI systems, and it is believed that demonstrations must be present either in midtraining or post-training datasets for these rules to be robustly learned.

Sid Baines, Jonathan Bostock, M. Martínez et al. · 1 citation
Jul 2026

ToxScreen: Detecting Whether an LLM Has Been Poisoned

No method reliably surfaces every backdoor, but a broadly jailbreakable model is itself anomalous, a useful signal even when the exact trigger is not recovered, allowing defenders to filter jailbreaks.

A. Hughes, N. Xing, Collin Francel et al. · 0 citations

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