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Multimodal Models

97 summarised stories about Multimodal Models, each linking back to the original source. Browse all topics →

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Wednesday, 2 September 2026

AI-assisted mushroom hunting is a recipe for a bad trip

The Register 1 month ago 49

Piotr Migdał tested leading AI models for identifying mushrooms and found they give unreliable results for safe versus deadly species. The best model, Gemini-3.8-flash, was correct on its first guess only 65% of the time. As a result, the dataset and findings push people to not eat mushrooms based on AI outputs and instead rely on manual expertise or safer species until identification accuracy is proven.

Meta Superintelligence Labs Releases Muse Voice Transcribe: One Real-Time Model for Streaming ASR, Diarization, and Endpointing

MarkTechPost 1 month ago 5 ● 8 sources

Meta Superintelligence Labs released Muse Voice Transcribe as a single autoregressive model that performs streaming ASR, speaker diarization, and endpointing together. It is priced at $3.00 per 1,000 audio minutes. The move removes the need to stitch multiple voice modules and enables deployment only via Meta’s hosted Model API (no weights released).

Fei-Fei Li’s World Labs debuts Atlas, a world model showcase for advanced spatial intelligence

SiliconANGLE 1 month ago 29 ● 2 sources

World Labs Inc. released Atlas, a multimodal “omni model” that reconstructs and renders 3D scenes with precise camera control from a single image input. World Labs says it raised $1.2 billion in funding before Atlas’ debut, and it has now made Atlas available in early access for select enterprises. Atlas is positioned to shift development toward more accurate simulated environments for robotics training by generating RGB images and depth readings as robots move through reconstructed spaces.

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