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QA‑LIGN: Transparent Reward Decomposition Improves LLM Safety

QA‑LIGN: Transparent Reward Decomposition Improves LLM Safety

QA‑LIGN splits LLM reward signals into rubrics for a draft‑critique‑revise loop. On an 8‑billion‑parameter model, attack success dropped up to 68.7 % while false‑refusals stayed below 1%. Read more: getnews.me/qa-lign-transparent-rewa... #qalign #llmsafety

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QA-LIGN Introduces Interpretable Reward Decomposition for Safer LLMs

QA-LIGN Introduces Interpretable Reward Decomposition for Safer LLMs

QA-LIGN splits rewards into principle‑specific checks, cutting attack success rates by up to 68.7% while keeping false refusals at 0.67% on Llama‑3.1‑8B‑Instruct. Read more: getnews.me/qa-lign-introduces-inter... #qalign #llama31

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