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Overview
A new model architecture for deterministic tasks achieving the highest accuracy, precision and consistency for tasks like OCR, Audio understanding, Structured Data Extraction and more.
News
The First Open Source Diffusion Audio ASR Model
We trained diffusion-gemma-asr, an open-source speech recognition model that is 15x faster than Whisper, based on DiffusionGemma and Whisper Small.
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Interfaze, an AI model specializing in routine tasks such as OCR, voice recognition, and structured output, has been released.
AI company Interfaze has unveiled a new AI model architecture called
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Interfaze: A new model architecture built for high accuracy at scale
A complete walkthrough of Interfaze: what it is, who we benchmark against (Gemini-3-Flash, Claude-Sonnet-4.6, GPT-5.4-Mini, Grok-4.3, plus task specialists like Reducto, SAM 3, Scribe v2), full results across 9 benchmarks, and code examples for OCR, objec
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Introducing SOB: A Multi-Source Structured Output Benchmark for LLMs
A multi-source LLM benchmark across text, image, and audio that measures JSON value accuracy per field, not just schema compliance. 7 metrics, full leaderboard.
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CNN + VLM VLM
Pure CNN OCR gives precision without understanding. Pure VLMs give understanding without precision. Here's why fusing a dedicated OCR CNN into a VLM beats a pure VLM or LLM for OCR.
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