# Crowdwork

`kaal:entity:crowdwork`

**Status.** derived

This node is assembled mechanically from the 2 claims that carry the concept tag `crowdwork`. 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 1 works, 2024 to 2024.

**2024**

- [4755632-006](https://wulfkaal.github.io/claims/4755632-006) [definitional/asserted] -- Micro tasks are stipulatively defined as small tasks that require human judgment, can be completed by humans independently over the internet, and form part of a larger unified project.
  > Micro tasks are defined as small tasks that require human judgment, can be completed by humans independently over the internet, and are part of a larger unified project.
  Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning (2024). SSRN: https://ssrn.com/abstract=4755632
- [4755632-007](https://wulfkaal.github.io/claims/4755632-007) [mechanism/argued] -- Micro task work is valuable precisely because the human judgment it supplies cannot currently be replaced by machines, which lets organizations build products and outcomes that machines alone cannot synthesize.
  > Because of the necessity of human judgment that cannot currently be replaced by machines/computers, micro tasks enable organizations to build products or create outcomes that cannot be synthesized by machines/computers alone.
  Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning (2024). SSRN: https://ssrn.com/abstract=4755632

## 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/crowdwork.md | sha256sum

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