# Surveillance

`kaal:entity:surveillance`

**Status.** derived

This node is assembled mechanically from the 2 claims that carry the concept tag `surveillance`. 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

2 claims across 2 works, 2021 to 2024.

**2021**

- [3782201-010](https://wulfkaal.github.io/claims/3782201-010) [empirical/evidenced] *(failure mode)* -- Centralized authorities have a long record of using crises to justify the introduction of monitoring tools that outlast their original purpose.
  > centralized authorities have a long rec- ord of using crises to justify the introduction of monitoring tools that outlast their original purpose.
  Craig Calcaterra, Wulf A. Kaal, Future of Decentralization (2021). SSRN: https://ssrn.com/abstract=3782201

**2024**

- [4941807-017](https://wulfkaal.github.io/claims/4941807-017) [mechanism/argued] *(failure mode)* -- As AI systems come to depend on vast data, personal information is converted from a resource the individual could control and deploy at discretion into a fundamental operational input for AI systems, which increases the potential for misuse and makes it harder for individuals to manage how their data is used.
  > As AI technologies evolve, they rely heavily on vast amounts of data, transforming personal information from a resource that individuals could control and use at their discretion into a fundamental operational tool for AI systems.
  Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024). SSRN: https://ssrn.com/abstract=4941807

## 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/surveillance.md | sha256sum

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