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  <title>SocioLens — RO-LD11-05: How much of the fall in AI prices is competition rather than cheaper technology?</title>
  <subtitle>New versions of this research opportunity and changes to the claims it rests on.</subtitle>
  <link rel="self" type="application/atom+xml" href="https://sociolens-web.pages.dev/opportunities/ro-ld11-05/feed.xml"/>
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  <updated>2026-10-13T00:00:00Z</updated>
  <author><name>SocioLens</name></author>
  <entry>
    <id>urn:uuid:ed438383-06c2-5a93-99ac-519c1febda04</id>
    <title type="text">Claim LD11-HQ-C14 revised to v1.1</title>
    <link rel="alternate" type="text/html" href="https://sociolens-web.pages.dev/claims/ld11-hq-c14/v1.1/"/>
    <updated>2026-10-13T00:00:00Z</updated>
    <summary type="text">What changed: The claim now reports, beside the OpenRouter/a16z figure, the lower open-source token share that Demirer, Fradkin, Tadelis &amp; Peng (NBER Working Paper 34608, December 2025) report from OpenRouter data, and cites that paper as a second source. The OpenRouter/a16z figure is unchanged.

Why: A literature check on 13 October 2026 found a second analysis of the same platform, by academic authors with Microsoft and Amazon affiliations, that reports about 25% open-source share by December 2025, not about one-third. Version 1.0 cited only the platform&apos;s own report, so a reader could take one-third as settled. The figures were read from the NBER paper by AI agents, not by a person, to the same standard as the rest of this ledger (primary-text reading by AI, no named human expert).</summary>
  </entry>
  <entry>
    <id>urn:uuid:7804cac6-5780-508d-8686-89089d029140</id>
    <title type="text">Research opportunity revised to v2: RO-LD11-05 — How much of the fall in AI prices is competition rather than cheaper technology?</title>
    <link rel="alternate" type="text/html" href="https://sociolens-web.pages.dev/opportunities/ro-ld11-05/v2/"/>
    <updated>2026-10-13T00:00:00Z</updated>
    <summary type="text">Literature check added: a second, deeper search for existing work, with its queries, new nearest work and limits. The question and verdict stand.</summary>
  </entry>
  <entry>
    <id>urn:uuid:80f6cb72-490b-5330-83b9-460f5e7d3cb2</id>
    <title type="text">New research opportunity: RO-LD11-05 — How much of the fall in AI prices is competition rather than cheaper technology?</title>
    <link rel="alternate" type="text/html" href="https://sociolens-web.pages.dev/opportunities/ro-ld11-05/v1/"/>
    <updated>2026-10-12T00:00:00Z</updated>
    <summary type="text">For language-model inference since 2023, how much of the fall in the price of a fixed capability level reflects lower serving costs (hardware and algorithmic efficiency) and how much reflects narrowing margins under competition, estimated by comparing prices for identical open-weight models across competing hosts with their estimated serving costs and with proprietary models of similar capability?</summary>
  </entry>
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