DeepSeek’s agent design finished half its tasks in 12.4 minutes.

It runs many tasks at once because human attention, not the model, is now the bottleneck.

A Router session only dispatches, isolated Worker sessions do the work, and an external Watchdog session checks their progress.

The tests used synthetic workloads and more tokens, so they are a preliminary reference, not a product verdict.

DeepSeek has published the prototype on GitHub but has released no product.

How each outlet framed it
Zhidx
reads DeepSeek's Super-agent as trading tokens for time and stability, flagging the experiments as synthetic-load prototypes rather than product results

Sources: Zhidx