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Applied AI·September 4, 2026·1 min read

These hikers relied on tech and AI. They had to be rescued.

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Over-trusting AI and apps on a 14,000-foot climb is a stark reminder that probabilistic tools don’t replace domain expertise in high-risk environments. Any workflow where failure has real-world consequences needs explicit training on tool limits, not just access to smarter assistants.

Applied AI

Microsoft tells court Copilot rarely copies books while selling OpenAI’s most capable model

Microsoft arguing Copilot only reproduced book text 24 times in 8.2M chats while simultaneously selling GPT-6 Astra—rated “Critical” for cybersecurity—shows how quickly legal, safety, and commercialization are converging. If you’re deploying these models, assume scrutiny on both copyright and systemic-risk grounds and get your logging, red-teaming, and legal theories in order.