Should programming languages be redesigned for AI-native computation?

Short summary

An opinion piece questioning whether programming languages remain the optimal interface between humans and machines in the AI era. The author argues that current languages are designed for human readability, not machine efficiency, and speculates about a future computational representation optimized for AI reasoning rather than human syntax. The post raises important questions about trust, safety, and system understanding as AI takes on more coding responsibility.

• •Questions whether programming languages are still the right human-machine interface given AI capabilities
• •Speculates about machine-native computational representations that encode intent, constraints, and goals directly
• •Argues that system understanding becomes more critical, not less, as AI generates more code

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