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discussion Three Inverse Laws of AI

Broader debate about the failure modes and unreliability of AI systems in practice — covering how AI tools behave contrary to user expectations, produce confident errors, and erode trust in automated workflows.

↑ 419 💬 284 posted 15:27 UTC
complaint Computer Use is 45x more expensive than structured APIs

Using AI "computer use" (vision-based UI automation) is measured to be ~45x more expensive than calling structured APIs for the same tasks, highlighting a major cost and efficiency gap that makes agentic UI automation impractical for most production use cases.

↑ 379 💬 215 posted 16:34 UTC
discussion When everyone has AI and the company still learns nothing

AI tools are widely deployed at the individual level in organisations, but institutional knowledge and collective learning fail to improve — individual AI-assisted productivity gains do not translate into organisational capability or memory.

↑ 348 💬 233 posted 09:30 UTC

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