INTEL_REPORT
arXiv — Cryptography & Security (cs.CR) · published 6/15/2026, 4:00:00 AM · TLP amber
Summary
Ingested excerpt (first ~500 chars of normalized text).
When Good Verifiers Go Bad: Self-Improving VLMs Can Regress on New Tasks arXiv:2606.14629v1 Announce Type: new Abstract: Verifier-driven self-DPO is a common recipe for self-improving production visual-language models. In this setup, a frozen verifier scores candidate generations, the top- and bottom-scoring candidates form a preference example, and DPO updates the learner. The deployment-time assumption is monotone: a stronger verifier should yield a stronger student. We sh…
https://arxiv.org/abs/2606.14629
sha256:92da54da1225c6205609b0c0dcf716f7b17d0737ea5708278ad8b2b6d54962dd
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Threat actors mentioned
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ATT&CK techniques
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