AI: Accelerated Incompetence

a year ago

Over-reliance on LLMs in software engineering accelerates incompetence by replacing human critical thinking.
LLMs pose risks including output risk (incorrect or subtly wrong code), input risk (unquestioned flawed prompts), future velocity (rapid codebase degradation), and user infantilization (loss of problem-solving skills).
Program theory and program entropy are two competencies LLMs cannot replicate, emphasizing the need for human insight and design understanding.
LLMs cannot master program theory due to their inability to retain information beyond their context window.
Program entropy highlights that only humans can effectively manage and reduce complexity in code.
The long-term value of human engineering skills remains unchanged, with AI serving as a tool rather than a replacement.

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