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…Along this trajectory we systematically review the capability shifts emerging in frontier systems such as Nano Banana and GPT-Image-2, and we distill the training recipes that are converging across recent…
…Happy to exchange notes anytime. · The finding that CANOE-LLaMA-8B outperforms GPT-4o on faithfulness benchmarks is outstanding. I particularly appreciate your insight that simply scaling model parameters does not reliably…
…On a FinAuditing-derived FinMR sample, AuditFlow reaches 82.09% joint audit accuracy under GPT-5.5, outperforming the strongest baseline by 14.93 points. Removing deterministic checks drops accuracy to 17…
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