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Black Forest Labs has released FLUX 3 Image, a controllable image generation model that supports synthesizing images from scratch, allowing precise layout of elements in the scene via bounding boxes and maximum control over every pixel.
LlamaParse now supports multi-layered bounding boxes (region, line, word) for granular document text attribution, improving auditability in invoices, research reports, and more.
Mistral AI releases Mistral OCR 4, which can read historical handwritten manuscripts and provides bounding boxes, block classification, and inline confidence scores in 170 languages.
Mistral OCR 4 has been released with bounding boxes, a highly requested feature. The user tested it for form filling and found it works well, though not perfectly.
Mistral AI releases Mistral OCR 4, a compact document intelligence model that provides bounding boxes, block classification, and inline confidence scores for structured text extraction. It supports 170 languages, runs in a single container for self-hosted deployment, and integrates with the Mistral Search Toolkit for enterprise search and RAG pipelines.
Xiaokang Chen shares two prompts, 'Think with Grounding' and 'Think with Pointing', to improve model performance in domains like counting in Thinking mode. These prompts use bounding boxes and points to make the MLLM's reasoning more human-like.
LlamaIndex launches granular bounding boxes in LlamaParse, enabling visual citations for every word in a document to allow human audit of exact numbers and figures.
Jerry Liu announces a revamped LiteParse, a fast PDF parser that provides bounding boxes for audit trails, with sample demos available.