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AWS says there is no additional cost to generate a SageMaker inference recommendation. Its own EAGLE documentation shows optimization jobs running on training instances for up to 120 hours across ten nodes.
Manu Shukla 
Black Forest Labs' FLUX 3 puts image, video and audio in one model, with sound generated natively rather than bolted on. It is still gated, so here is what creative and marketing teams should plan for now.
Manu Shukla 
From 2 August 2026 providers must mark generative AI output in a machine-readable format and deployers must label deepfakes. Systems already on the market get until 2 December 2026. What that means in code.
Manu Shukla 
Image Playground in iOS 27 generates photorealistic images natively for the first time, built on Private Cloud Compute and watermarked with SynthID. Here are five use cases for marketing teams and the disclosure
Manu Shukla 