news
| Apr 07, 2026 | Posted SELFDOUBT to arXiv, uncertainty quantification for reasoning LLMs via the Hedge-to-Verify Ratio that outperforms Semantic Entropy at about 10x lower cost. Link |
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| Apr 05, 2026 | Posted Don’t Blink to arXiv, evidence collapse during multimodal reasoning. Link |
| Jan 11, 2026 | Published an article on prompt ordering in vision-language models: Why Your VLM Prompts Are Backwards (And How to Fix It) |
| May 02, 2024 | Joined AI @ VFS as lead AI engineer |