Hunter Heidenreich onhttps://roots-automation.github.io/bevaya-labs/author/hunter-heidenreich/Recent Posts in Hunter Heidenreich onHugo 0.147.2enBevaya AIBevaya AIWed, 02 Sep 2026 14:20:40 -0400The Case for Specializationhttps://roots-automation.github.io/bevaya-labs/post/2026-post-train-one-year-later/Wed, 19 Aug 2026 00:00:00 +0000Bevaya AIhttps://roots-automation.github.io/bevaya-labs/post/2026-post-train-one-year-later/Tables: Detection & Structure Recognitionhttps://roots-automation.github.io/bevaya-labs/post/tsr/Tue, 31 Mar 2026 00:00:00 +0000Bevaya AIhttps://roots-automation.github.io/bevaya-labs/post/tsr/Document Layout Analysishttps://roots-automation.github.io/bevaya-labs/post/layout/Fri, 13 Feb 2026 00:00:00 +0000Bevaya AIhttps://roots-automation.github.io/bevaya-labs/post/layout/Modern OCR for the Large Language & Vision Model Erahttps://roots-automation.github.io/bevaya-labs/post/ocr/Mon, 27 Oct 2025 00:00:00 +0000Bevaya AIhttps://roots-automation.github.io/bevaya-labs/post/ocr/The Matter vs. Meaning Framework: Taxonomy and Annotation Guidehttps://roots-automation.github.io/bevaya-labs/post/2026-07-matter-vs-meaning/Sun, 01 Jun 2025 00:00:00 +0000Bevaya AIhttps://roots-automation.github.io/bevaya-labs/post/2026-07-matter-vs-meaning/LLM Calibration and Confidence Estimationhttps://roots-automation.github.io/bevaya-labs/post/2024-llm-calibration/Sun, 15 Dec 2024 00:00:00 +0000Bevaya AIhttps://roots-automation.github.io/bevaya-labs/post/2024-llm-calibration/How to Read a Research Paperhttps://roots-automation.github.io/bevaya-labs/post/2024-reading-a-research-paper/Sun, 27 Oct 2024 00:00:00 +0000Bevaya AIhttps://roots-automation.github.io/bevaya-labs/post/2024-reading-a-research-paper/Tables: Understanding, Reasoning, and LLM-era Evaluationhttps://roots-automation.github.io/bevaya-labs/post/table-understanding/Mon, 25 Mar 2024 00:00:00 +0000Bevaya AIhttps://roots-automation.github.io/bevaya-labs/post/table-understanding/A Survey of Multimodal LLMs (2021-2024)https://roots-automation.github.io/bevaya-labs/post/multimodal_llms/Tue, 05 Mar 2024 00:00:00 +0000Bevaya AIhttps://roots-automation.github.io/bevaya-labs/post/multimodal_llms/Reading Order Predictionhttps://roots-automation.github.io/bevaya-labs/post/reading-order/Wed, 15 Mar 2023 00:00:00 +0000Bevaya AIhttps://roots-automation.github.io/bevaya-labs/post/reading-order/Document Understanding & Visual Question Answeringhttps://roots-automation.github.io/bevaya-labs/post/document-understanding/Tue, 14 Mar 2023 00:00:00 +0000Bevaya AIhttps://roots-automation.github.io/bevaya-labs/post/document-understanding/