Oil markets are bracing for $100 barrels and a redux of a 1970s-era crisis but ‘three times the scale,’ analyst warns

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Across Lenovo today, internal AI tools that have been deployed include Microsoft Copilot, AI coding assistants for software engineers, and AI-assisted conversational support for customer service representatives. Broader tools like Copilot typically require little training, but Hu says more upskilling is needed when rolling out more specialized, function-specific tools.

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What gets built with AI is really all the glue that's become necessary since said PC revolution, as software applications have gotten more closed, more distributed and more corporate. The options here for end-users are terrible. HTTP APIs don't make things open if every endpoint requires a barely documented JSON blob whose schema changes overnight. Slinging raw database dumps is also not viable, and is only used for disaster recovery. Software has largely rusted shut.

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