Workflow Design

AI News

Aug 23, 2026

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4 min read

A new tool turns rough video into 4K.

Black Forest Labs released a video upscaler on 20 August. You can now make many low cost takes and pay for quality once, at the end. One setting is on by default, and it quietly changes faces.

AI Images

Aug 17, 2026

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4 min read

The prompt stopped being text.

Google switched off three Imagen 4 endpoints today. What replaces them has no separate image call at all: pictures now come out of the same request as words, and that request will accept fourteen reference images, a video, or a link to one.

AI News

Aug 16, 2026

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4 min read

The new rate has a date on it.

Google shipped a workhorse model on the thirteenth of August and put an introductory number on it: three quarters of a dollar per million tokens in. That number holds until the thirty-first of December. On the first of January it doubles.

Prompt Craft

Jul 25, 2026

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3 min read

Five models on the bench.

Leaderboards rank models in general, which is a question nobody's workflow actually asks. A bench ranks them by the job. The five seats in our current rotation, and what each model must keep doing to hold its place.

Evaluation

Jul 24, 2026

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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

A two-speed route for repeatable AI work

Jul 23, 2026

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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.

Workflow Design

A new tool turns rough video into 4K.

The prompt stopped being text.

The new rate has a date on it.

Five models on the bench.

Keep the judgment gate.

A two-speed route for repeatable AI work

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