# Community sentiment

`kaal:entity:community-sentiment`

**Status.** derived

This node is assembled mechanically from the 3 claims that carry the concept tag `community-sentiment`. It is a roster of what the corpus says under this term. It is **not** an adjudicated definition: no single statement here has been ruled canonical, and no first-appearance call has been made. Read the claims and judge for yourself.

## Every claim under this term

3 claims across 3 works, 2024 to 2024.

**2024**

- [4855607-025](https://wulfkaal.github.io/claims/4855607-025) [failure/argued] *(failure mode)* -- Traditional governance models lack the real time responsiveness to community sentiment that a decentralized WDAG system supplies, and this latency, not an absence of rules, is what leaves conventional AI governance out of step with community values.
  > The WDAG system's decentralized nature, which captures and integrates community sentiment and ethical considerations, provides a real-time responsiveness that is often lacking in traditional governance models.
  Wulf A. Kaal, How AI Models are Optimized Through Web3 Governance (2024). SSRN: https://ssrn.com/abstract=4855607
- [4941807-036](https://wulfkaal.github.io/claims/4941807-036) [mechanism/argued] -- Unlike traditional governance models that depend on periodic reviews and updates, the proposed WDAG system draws on a continuous stream of data from a wide range of stakeholders, which is what makes its ethical frameworks track current societal values in real time.
  > Unlike traditional governance models that rely on periodic reviews and updates, WDAG can tap into a continuous stream of data from a wide range of stakeholders.
  Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024). SSRN: https://ssrn.com/abstract=4941807
- [4957318-032](https://wulfkaal.github.io/claims/4957318-032) [mechanism/argued] -- Unlike traditional governance that relies on periodic reviews and updates, the WDAG system taps a continuous stream of data from a wide range of stakeholders, which is what makes real time rather than cyclical legal adjustment possible.
  > Unlike traditional governance models that rely on periodic reviews and updates, WDAG can tap into a continuous stream of data from a wide range of stakeholders.
  Wulf A. Kaal, The Future of Law - Dynamic Web3 Governance (2024). SSRN: https://ssrn.com/abstract=4957318

## Verify

Every claim above resolves to a record carrying a verbatim source quote, the sha256 of the source PDF, and a preformatted citation. Nothing here asks to be taken on trust.

    curl -s https://wulfkaal.github.io/entities/community-sentiment.md | sha256sum

**Canonical form.** This markdown file is the canonical hashed representation of this entity node. Its sha256 is the content hash.