multimodal AI

Google Gemma 4’s Apache 2.0 License Removes a Key Enterprise Deployment Blocker for Self-Hosting

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Diagram showing Google Gemma 4 open source enterprise deployment with multimodal inputs and Apache 2.0 license badge

3 min readGoogle DeepMind released Google Gemma 4 on 2 April 2026 under a fully permissive Apache 2.0 license — a policy change that matters more than any benchmark number in the announcement. For enterprise teams that evaluated earlier Gemma versions and cleared the technical bar only to fail legal review, the license shift is the story. …

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Multimodal AI at Work: Document Processing Has Scaled, Video and Vision Still Piloting

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6 min readDocument AI and audio transcription are in production at scale. Video understanding and open-ended visual reasoning are still in pilot. A modality-by-modality breakdown of where multimodal AI has earned its place in enterprise workflows — and where reliability gaps are keeping CFOs from removing human review.