Google’s new anything-to-anything AI model is wild
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Google's new anything-to-anything AI model is highly relevant to AI/ML.
Google released Omni Flash, the first model in its anything-to-anything family, now available in the Flow video platform. Testing showed improved character consistency over Veo but persistent glitches like object morphing and hallucinated antlers, undermining claims of real-world knowledge. The multimodal architecture remains promising but unreliable for production video generation.
Benchmark Omni Flash against your use case for frame-level consistency before committing to any video generation pipeline.
For architects evaluating AI-driven content pipelines, Omni's mixed results highlight the gap between multimodal model claims and practical consistency—critical when integrating video generation into automated workflows.
Tech AI Google Google’s new anything-to-anything AI model is wild Omni sent my kid’s stuffie rafting and deepfaked me in front of the Eiffel Tower. But it’s not quite the singularity. by Allison Johnson May 23, 2026, 11:00 AM UTC Link Share Gift Just a stuffed deer having the time of his life. | Image: Gemini / The Verge Part Of Google I/O 2026: All the news and announcements see all updates Allison Johnson is a senior reviewer with over a decade of experience writing about consumer tech. She has a special interest in mobile photography and telecom. Previously, she worked at DPReview.