information asymmetry

3 articles · 11 co-occurring · 0 contradictions · 0 briefs

Directly articulates how information asymmetry flows in AI systems: you reveal, they learn, you don't know what they learned. This is the core insight.

Related concepts

tool integration patterns 1 security and privacy controls 1 rag retrieval strategy 1 prompt injection attack 1 prompt engineering vs context engineering 1 problem clarity 1 human ai collaboration 1 context window optimization 1 context preservation 1 context loss across sessions 1 cognitive friction 1

Evidence chain (3 articles, showing 3)

@badlogicgames: recommended reading. supports

Directly articulates how information asymmetry flows in AI systems: you reveal, they learn, you don't know what they learned. This is the core insight.

@GaryMarcus: wow. GenAI is definitely not living up to the hype, for most people. supports

The 9% vs 61% trust gap represents information asymmetry: executives have pitch context, workers have implementation context. Neither group has shared problem definition.

@jeffreyhuber: the real AI acceleration to firms is not task accleration, its removing inter... supports

Transaction costs are highest when information is fragmented or asymmetric. Context engineering reduces asymmetry by ensuring AI systems and humans share the same contextual understanding.

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