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Stop counting tokens, start counting what ships

Measuring AI coding costs by tokens can be misleading, as it doesn't account for the value of the software produced. A better metric is cost per merged pull request, which tracks the cost of AI-assisted development against the number of changes that pass review and are merged.

MIT Technology Review ·
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Technology

The Download: the agentic web arrives and the drive for safer roads

The agentic web, where AI agents navigate the internet on our behalf, is becoming a reality, transforming the internet and raising questions about the future of human interaction with the web. Meanwhile, cities are making progress in reducing traffic deaths through investments in public transit and safety measures.

MIT Technology Review ·
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Technology

The agentic web is here

The agentic web, a vision of autonomous software agents navigating the internet, is becoming a reality with tools like Meta's Muse agent and OpenAI's Dots, but raises concerns about control and the future of the human web.

MIT Technology Review ·
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Science

APOD: 2026 November 2 – A Long Cloud on Mars

A long, water-ice cloud on Mars, known as the Arsia Mons Elongated Cloud, has been imaged in detail by the European Space Agency's Mars Express spacecraft. The cloud forms only during spring and summer mornings near the volcano Arsia Mons and can extend over 1500 kilometers.

NASA ·
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Science

Guarding the Gates of Knowledge

Researchers use AI to test the integrity of scientific publishing by generating fake papers and submitting them to IEEE, highlighting the ongoing challenge of verifying the accuracy of AI-generated content in academic research.

IEEE Spectrum ·
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