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Bibliography and methods · 2 min read

Bibliography, Methods, and Version History

Consolidated sources, claim-note policy, implementation evidence, limitations, and citation guidance.

Observer Attention Is All You Need · v0.2 · Moses Sam Paul

Bibliography, Methods, and Version History

Method

This edition treats the observed time slice and VC = W × Vcom as research hypotheses. It distinguishes deterministic text analysis from identity-contextual interpretation and checks protocol claims against the canonical Spec. It does not report a controlled human-subject study or claim universal calibration.

Claim-level note policy

Material empirical claims require direct, authoritative sources in the chapter where they appear. Normative arguments, implementation evidence, and hypotheses are identified separately. A cited framework supports the attributed concept only; it does not validate the proposed equation or measurement system.

Consolidated bibliography

  1. Goodhart, Charles, discussion of monetary-policy targets and measurement incentives, 1975.
  2. Campbell, Donald T., *Assessing the Impact of Planned Social Change*, 1976.
  3. OECD, *Guidelines on Measuring Subjective Well-being*, https://www.oecd.org/wise/oecd-guidelines-on-measuring-subjective-well-being-9789264191655-en.htm
  4. NIST, *AI Risk Management Framework*, https://www.nist.gov/itl/ai-risk-management-framework
  5. W3C, *Decentralized Identifiers (DIDs) v1.0*, https://www.w3.org/TR/did-core/
  6. The Internet of Value Spec, https://the-internet-of-value-spec.netlify.app
  7. Internet Of Value Research Foundation, *Word Wallet Web v0.2*, /insights/word-wallet-web

Limitations

The framework has not established a universal unit of value, a validated wellbeing scale, causal inference, cross-cultural calibration, or a scientific interpretation of Cortisol Checker output. Metrics may invite gaming, observer bias, institutional overreach, and Goodhart-style distortion.

Version history

  • v0.1: archived conceptual PDF, retained unchanged.
  • v0.2: corrected protocol flow, bounded equation, consent and governance requirements, working-beta linkage, and citation metadata.

References and grounding

Bibliography, Methods, and Version History | Internet Of Value Research Foundation