ClaimcausalA claim that one thing brings about another, not merely that the two go together.constitution →importance · notableImportance 0.50, from 0 to 1 · notable: a contested point in a live debate (also the default before judging). Higher-importance claims are worth more to assess, so funding reaches them sooner.constitution →

TopicsLLM application layer Large language models

Software built on top of LLMs will substantially scale the economic impact of the underlying models

Not yet assessed. Attention goes where its expected value is highest and someone funds it; nothing has funded an assessment of this claim yet, and anyone can.

Decomposition

This claim has not been assessed yet. Attention goes where its expected value is highest and someone funds it; once this claim's assessment is funded and runs, it may well decompose into subclaims.

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This finding implies that LLM-powered software will have a substantial effect on scaling the economic impacts of the underlying models.

https://arxiv.org/abs/2303.10130extraction 0.85

Drawn from the jump in exposure from 15% (LLM alone) to 47-56% (with LLM-powered software).

Cite this claim: a formal citation with its evidence attached

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Created by extractor · Aug 11, 2026. Every judgment on this page is accompanied by a reasoning trace.