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Writing on reliable AI, uncertainty, and computer vision.

Long-form notes on recent papers, deployment-facing ideas, and the technical details that matter once models leave the benchmark table.

Accepted to CVPR 2026April 5, 2026/5 min read

Tail-Risk Control for Vision Systems: Our CVPR 2026 Paper on BQ-SRC

A first look at BQ-SRC, our new CVPR 2026 paper on distribution-free tail-risk control for conformal prediction in modern vision systems.

researchcvpr-2026conformal-predictionuncertaintycomputer-vision
ADE20K input image, segmentation mask, and uncertainty heatmap generated by BQ-SRC.

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