working-memory

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This essay critiques claims that AI agents will replace software engineers by analyzing cognitive ability gaps between humans and AI across 12+ dimensions (output speed, working memory, long-term memory, confidence calibration, etc.). The author argues that task proficiency on isolated benchmarks does not translate to real-world autonomy due to AI's fundamental inability to perform causal modeling, calibrate confidence accurately, and operate reliably outside controlled environments.

Max Trivedi SignalBloom AI DeepMind Gemini v2.5 John Von Neumann Miller's Law
signalbloom.ai · anonu · 2 days ago · details · hn