| May 25, 2026 | Two papers accepted at the Failure Modes in Agentic AI (FAGEN) workshop at ICML 2026: SELFDOUBT and Proper Scoring Rules for Agentic Uncertainty Quantification! |
| May 22, 2026 | Proper Scoring Rules for Agentic Uncertainty Quantification was accepted as a poster at the Combining Theory and Benchmarks (CTB) workshop at ICML 2026. See y’all in Seoul! |
| May 06, 2026 | New preprint: Proper Scoring Rules for Agentic Uncertainty Quantification. We introduce the Trajectory Proper Score (TPS), a predictor-agnostic family of strictly proper, trajectory-level scoring rules for evaluating uncertainty in LLM agents. |
| Apr 07, 2026 | New preprint: SELFDOUBT: Uncertainty Quantification for Reasoning LLMs via the Hedge-to-Verify Ratio. We introduce the Hedge-to-Verify Ratio (HVR), a single-pass uncertainty signal for reasoning LLMs that outperforms Semantic Entropy at about 10x lower inference cost. |
| Apr 05, 2026 | New preprint: Don’t Blink: Evidence Collapse during Multimodal Reasoning. We identify evidence collapse, a decay of visual grounding during multimodal reasoning that text-only uncertainty signals cannot detect. |
| 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 |