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    Thrive Holdings, the PE spin-out firm, has acquired physical security company ADT for $10 per share or about $7.6 billion in equity, the companies announced on Thursday. Beyond equity, the total enterprise value of the deal is $15.3 billion, ADT said.

    Overall accuracy is a weighted average — and the weights are whatever your evaluation set happens to contain. If your eval set is 90% group A and 10% group B, a model scoring 95% on A but only 60% on B still reports a comfortable 91.5% overall:

    The rapid advancement of text-to-image AI models, such as Nano Banana, Stable Diffusion and Flux, has fundamentally transformed creative design, allowing anyone to synthesize photorealistic, high-fidelity images from textual descriptions. However, steering these massive models to meet precise user intent, downstream goals, or strict visual constraints remains a delicate and unpredictable balancing act. For example,…