# Employment

`kaal:entity:employment`

**Status.** derived

This node is assembled mechanically from the 3 claims that carry the concept tag `employment`. 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 2 works, 2016 to 2024.

**2016**

- [2732915-020](https://wulfkaal.github.io/claims/2732915-020) [empirical/evidenced] -- Private fund advisers in the sample did not terminate existing employment relationships, and only few severed advising relationships, changed fund legal structure, liquidated positions, changed investment styles or portfolio structure, or closed funds to new investors.
  > Private fund advisers in the sample did not terminate existing employment relationships. Few respondents severed an advising relationship, changed funds' (legal) structure, liquidated positions, changed investment styles, changed portfolio structure, or closed funds to new investors.
  Wulf A. Kaal, The Private Fund Industry Five Years after the Dodd-Frank Act – A Survey Study (2016). SSRN: https://ssrn.com/abstract=2732915

**2024**

- [4900880-025](https://wulfkaal.github.io/claims/4900880-025) [condition/argued] -- Whether automation actually displaces employment turns on more than technical feasibility: technology costs, labor market dynamics, economic benefits, and regulatory and social acceptance all condition the outcome.
  > The impact of automation on employment extends beyond technical feasibility, encompassing factors such as technology costs, labor market dynamics, economic benefits, and regulatory and social acceptance.
  Wulf A. Kaal, Quantum Economy and the Future of Work (2024). SSRN: https://ssrn.com/abstract=4900880
- [4900880-030](https://wulfkaal.github.io/claims/4900880-030) [condition/argued] -- Developing nations can leapfrog to newer technologies without intermediate steps, but the same transition exposes them to increased global competition for work displaced in developed economies, so leapfrogging does not by itself secure employment gains.
  > While developing nations can leapfrog, they also face significant challenges, as job displacement in developed economies could lead to increased global competition for certain types of work, potentially affecting employment opportunities in developing nations.
  Wulf A. Kaal, Quantum Economy and the Future of Work (2024). SSRN: https://ssrn.com/abstract=4900880

## 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/employment.md | sha256sum

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