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Evaluation

Evaluation

+2

Keep the judgment gate.

Jul 24, 2026

•

3 min read

Keep the judgment gate.

Google's first ATLAS report studied 15 million interactions and found that fewer than one in ten workplace uses fully automate a task. The useful pattern is collaboration with a named handoff.

Evaluation

+3

A two-speed route for repeatable AI work

Jul 23, 2026

•

4 min read

A two-speed route for repeatable AI work

Google's new Flash pair turns model choice into a routing decision: one lane for difficult planning and multimodal judgment, another for repeated extraction, classification, and subagent work.

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