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What If Your Voice Could Command Machines in 1.2 Seconds? Meet Apriel Voice 27B

What If Your Voice Could Command Machines in 1.2 Seconds? Meet Apriel Voice 27B

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4 min read
Video models: the demo-to-production gap is still wide

Video models: the demo-to-production gap is still wide

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1 min read
PyTorch FP8 on Mac, Apertus Multimodal, and the Week AI Tooling Got Denser

PyTorch FP8 on Mac, Apertus Multimodal, and the Week AI Tooling Got Denser

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5 min read
Hidden 3‑D Coordinates Inside GPT‑4V? S‑Space Reveals the Secret

Hidden 3‑D Coordinates Inside GPT‑4V? S‑Space Reveals the Secret

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7 min read
Mistral Large 4 & Polars 2.0: Gateway Consolidation and Streaming by Default

Mistral Large 4 & Polars 2.0: Gateway Consolidation and Streaming by Default

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5 min read
IA Multimodal: O Que Muda Quando Modelos Entendem Texto, Imagem e Vídeo

IA Multimodal: O Que Muda Quando Modelos Entendem Texto, Imagem e Vídeo

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3 min read
Multimodal AI Explained: When Models Understand Text, Image, Audio and Video

Multimodal AI Explained: When Models Understand Text, Image, Audio and Video

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3 min read
Multi-Modal AI: From Text to Vision and Beyond — The Unified Future

Multi-Modal AI: From Text to Vision and Beyond — The Unified Future

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2 min read
All About Iceberg's File Format API: simplifying the engine/format interface and Parquet's multimodal future

All About Iceberg's File Format API: simplifying the engine/format interface and Parquet's multimodal future

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25 min read
Upload Moderation: Node.js NSFW, Violence, Hate-Symbol Classification + JSON Fallback

Upload Moderation: Node.js NSFW, Violence, Hate-Symbol Classification + JSON Fallback

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6 min read
Local LLMs Go Multimodal, Vercel Functions Expand: Dev Signal #85

Local LLMs Go Multimodal, Vercel Functions Expand: Dev Signal #85

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5 min read
DeepSeek V4.1 Flash: The Native Multimodal Model That's Breaking Speed Records

DeepSeek V4.1 Flash: The Native Multimodal Model That's Breaking Speed Records

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5 min read
Multimodal LLMs: five student project ideas beyond 'chat with a PDF'

Multimodal LLMs: five student project ideas beyond 'chat with a PDF'

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3 min read
当安全运营不再只是「读文本」:多模态AI如何重写威胁检测的底层逻辑

当安全运营不再只是「读文本」:多模态AI如何重写威胁检测的底层逻辑

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1 min read
Video and Audio as Knowledge Sources: Content Understanding into Microsoft Foundry IQ

Video and Audio as Knowledge Sources: Content Understanding into Microsoft Foundry IQ

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11 min read
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