Alibaba Open-Sourced a Model That Cuts a Flat Image Into Editable Layers
Inpainting fills a hole. A layer model copies what it was not asked to touch, which is a different guarantee.
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Adobe Put Generative Editing Inside Lightroom, and Photographers Are Right to Be Nervous
A tool that sits among the sliders encourages the belief that it is a routine adjustment. It rewrites the photograph.
JetBrains Put an Agent Orchestrator Inside Every IDE It Ships
JetBrains is not competing on model quality. It is competing for the layer where agents are launched and reviewed.
AI Product Photography Is Turning Into a Template Business
The uncomfortable question in AI product imagery is not whether it looks good, but whether it still depicts the thing being sold.
Boston Dynamics Cut a Finger Off Atlas and Called It Progress
Dropping the pinky was not a cost compromise. It came out of an experiment with tape and a day of typing.
Spira Maxima Skips the Clip and Ships the Whole Video
Generation got cheap. Finishing stayed manual. That gap is the market Spira Maxima is aiming at.
Cloudflare Shipped a 27B Decision Model That Beats Jev at Its Own Job
Some model calls should return a number, not a paragraph. A category is forming around that idea.
BOSSFIGHT Ran Frontier Models as Coffee Shop Owners for 24 Weeks. Most Lost to Doing Nothing.
Resisting a bribe on a quiz and refusing to bend in a live quarter are two different skills, and current evaluations tend to measure the easier one.
NASA and IBM Open-Sourced a Lunar Foundation Model Trained on 17 Years of Orbiter Data
The model is useful for finding and characterizing features, and unreliable for saying exactly where they are to a high precision.
Four Steps Instead of Forty: How Distillation Is Squeezing Open Image Models Onto Consumer GPUs
Low-step distillation is a trade, not a free lunch. Text fidelity, editing precision, and multi-reference consistency are the first things to suffer.
Agents Started Directing Short Films This Week. The Bottleneck Moved to Quality Control.
Generation is cheap, orchestration is the product, and the thing that decides whether a pipeline is useful is whether it can tell when it has failed.
Reka Rho-1 Puts Understanding and Generation in the Same KV Cache
The same weights that predict a camera image also drive robot movement, because both live in the same representational space.