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OpenAI’s Dots introduces an appealing idea: give an agent an ongoing responsibility, connect it to the tools it needs, and let it continue working between conversations. That shifts the product experience from asking individual questions to delegating ongoing work.
Diffusers 0.41.0 silently uses the checkpoint’s eight-value sigma grid instead of the step count you pass.
In Bronzino’s An Allegory with Venus and Cupid, a smiling boy on the right holds roses or rose petals. When I asked PaliGemma 2 what he was holding, the 3B model at 224×224 answered “grapes.” The 448×448 checkpoint answered “flower.”
At first, this looked like a straightforward victory for higher resolution: ...
Suppose a team automates a recurring junior task.
The output still arrives. Maybe it arrives faster. A senior person reviews the result instead of wait...