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Applied AI·September 18, 2026·1 min read

Coders lose their DMCA case against GitHub Copilot and Codex

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The Ninth Circuit calling Copilot-style training and output ‘run-of-the-mill copyright’ rather than a DMCA issue lowers one major legal overhang for code assistants. Enterprises still need IP policies, but the risk is shifting from ‘is this legal at all’ to ‘how do we track provenance and licensing in mixed human/AI codebases.’

Applied AI

Seagate finds 'AI is increasing the value of data' but warns that 43% of businesses lack proper data storage infrastructure — 99% expect AI storage (and storage costs) to explode

If 99% of orgs expect AI storage costs to spike and 43% admit their infra is not ready, storage planning just moved from back-office to core AI strategy. Treat data lifecycle design—tiering, deletion, compression, and governance—as a first-class line item in any AI roadmap, not an afterthought for IT.

Applied AI

Sources: the US "almost started a war" after an AI-assisted report hallucinated that a Chinese ship in the Middle East was carrying nuclear weapons components

An AI-assisted intelligence report nearly escalating a conflict over hallucinated nuclear components shows how brittle human review becomes once AI output is wrapped in official formatting and urgency. Any organization feeding AI into high-stakes decision channels needs explicit red-team, provenance, and override protocols before the model touches the workflow, not after an incident.

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