LodeHQ
AI news for people who shipFree, by email

Infosec · arxiv.org · Wednesday, 12 August 2026

LLM API flaw lets cheap models read premium models’ hidden reasoning, exposing credentials

Researchers show that encrypted chain‑of‑thought blocks returned by OpenAI, Anthropic and Google can be replayed into weaker sibling models, which then decode and print the original reasoning in plaintext. The attack extracts private data—including 182 leaked credentials and 367 PII items—from public logs and bypasses anti‑distillation safeguards. Mitigations are proposed.

Read the source: arxiv.org ↗In the 12 August issue →