Jaime Vengoechea
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The Applied Future.

AI, work, technology, and what comes next.

Sep 7, 2026Source-linked briefingPrevious editions RSS feed
In this edition

Four reports from September 6 and 7 explore where better tools meet real operating constraints: coding agents inside a research lab, AI adoption in Ukrainian newsrooms, flight planning that accounts for contrails, and satellites watching a remote volcano. The practical thread is measuring useful outcomes, not just activity.

This Edition

Sep 7, 2026 · 4 stories
Today's lead
AI developmentsSource: OpenAI
Company research report

OpenAI reports how coding agents are changing research work

OpenAI reports growing use of coding agents across its research organization, alongside more code contributions and experiments. Its analysis also finds that complex tasks still need substantial human steering. The company cautions that these preliminary activity measures do not directly establish the overall pace of scientific progress, and that increased compute is another factor.

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Context & source check

For teams adopting agents, track completed, reviewed outcomes alongside usage and speed. More automated activity is useful only when it clears a real bottleneck without weakening quality or oversight.

Company research report. Company source. Source checked Sep 7, 2026. Not independently tested.

The reading list

3 stories

More from This Edition

3 stories
Latest edition
Work & wealthSource: OpenAI
Programme announcement

A newsroom AI programme connects training with implementation

OpenAI, WAN-IFRA and AIRPPU announced support for Ukrainian news organizations covering editorial workflows and business transformation. A masterclass series began August 5; a hands-on catalyst programme for ten organizations is scheduled to launch September 17. Participants will receive API credits. The announcement describes planned support, not demonstrated revenue or productivity gains.

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Context & source check

AI adoption is an organizational project as much as a tooling decision. Pair training with a specific use case, an accountable owner and a small pilot whose results can be evaluated.

Programme announcement. Company source. Source checked Sep 7, 2026. Not independently tested.

Latest edition
TechnologySource: Google
Operational trial

Google and Cathay Pacific expand AI-assisted contrail avoidance

Google says it is expanding a Cathay Pacific trial that combines AI forecasts, satellite imagery and weather data to help pilots avoid conditions that produce warming contrails. Its analysis estimates roughly 40% less contrail warming impact for more than 80 flights that followed avoidance routes. This is a company estimate about contrails, not a 40% reduction in total flight emissions.

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Context & source check

A useful AI system fits the decisions people already make. Here, forecasts are delivered into flight-planning and cockpit workflows, with operational feasibility still part of the trial.

Operational trial. Company source. Source checked Sep 7, 2026. Not independently tested.

Satellite view of snow-covered Saunders Island, with an infrared overlay showing heat at Mount Michael's summit
Image: NASA Earth Observatory / Michala Garrison, Landsat data. Image source & credit.
Latest edition
Science & beyondSource: NASA
Satellite observation

A clear satellite view reveals heat at a remote volcano

NASA's September 7 report describes an August 24 satellite view of Mount Michael in the South Atlantic. An infrared overlay highlights heat from the volcano's persistent summit lava lake, while a plume and darkened snow suggest ongoing activity. The observation illustrates how satellites help scientists monitor places that are difficult to reach. It is not a newly announced eruption.

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Context & source check

Remote sensing makes otherwise inaccessible systems observable. Combining visible and infrared information can reveal patterns that neither view would communicate as clearly alone.

Satellite observation. Research institution. Source checked Sep 7, 2026. Not independently tested.

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