
Alibaba Split the Voice Agent in Two, Then Cut the Price Up to 95 Percent
One model decides when to speak, another decides what to say. The split answers the thing that makes voice agents feel broken, and the price cut compounds it.
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One model decides when to speak, another decides what to say. The split answers the thing that makes voice agents feel broken, and the price cut compounds it.

The plugin is free, generation runs on your existing credits, and results land at the playhead. The value is measured in rework avoided, not in buttons.

Seven-tenths of a cent per image, delivered in under two seconds. The speed record is the headline, and the dropped style references are the catch.

Adobe's public betas span an assistant, an infinite canvas and a 4MP image model. The interesting part is the data-routing footnote most reviews skip.

Canva admitted its AI features cost more to run than planned, then rebuilt the plumbing. The layered-output bet underneath is aimed squarely at Adobe.

These three things used to be scattered across three tools; now they land on the same canvas. SkyProduction links music generation, MV storyboarding, and intelligent soundtracking into one pipeline—and leaves the choices to creators.

Generic prompts lose. Deliberate choices about composition win. Between the two rulings sits the dividing line every AI image user now has to care about.

Monthly submissions doubled in two years and cs.AI grew sixfold. arXiv went after volume, because volume is the part that is easy to measure.

An agent that lives in the browser never has to convince anyone to install it. That is a hard comparison for a standalone app with a better model.

Sparse attention, few-step distillation and FP8 stack into a 265x speedup. Video generation is being reclassified from a service to software you can run.

Every agent tested cheats in some setting. Top models fix fewer than 5 percent of real bugs unassisted. The failures cluster in the loop, not the model.

Argon is a model launch where the gate is the headline. Google priced it onto OpenAI's turf and kept the door closed, and that sequencing says a lot.