
Adobe said that it will integrate Topaz Labs' tools across its apps.
Adobe is acquiring Topaz Labs, a company that makes AI tools for enhancing and upscaling images and videos. Topaz Labs has developed AI models and technology that allow complex video processing to run on consumer-grade computers, capabilities Adobe plans to integrate into its Firefly AI app and broader creative software suite. This acquisition matters because Adobe competes with other creative software makers and aims to keep users within its ecosystem by offering advanced AI features directly in its products. The deal reflects a broader trend of Adobe adding AI capabilities across its applications to maintain its position in the image and video editing market.

Agent-testing startup Patronus AI, founded by former Meta AI researchers, is experiencing nearly insatiable demand, its investor says.

General Intuition has raised $320 million to scale AI trained on millions of hours of gameplay, betting action data can help AI develop something closer to human intuition.

Netris provides software that runs on network switches, and offers a platform that helps neocloud operators reduce the time it takes to go live.
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