# Crowdsourcing

`kaal:entity:crowdsourcing`

**Status.** derived

This node is assembled mechanically from the 4 claims that carry the concept tag `crowdsourcing`. 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

4 claims across 4 works, 2017 to 2024.

**2017**

- [2959730-025](https://wulfkaal.github.io/claims/2959730-025) [mechanism/argued] -- In the Numerai model, the use of artificial intelligence achieves efficiency and optimum capital allocation by reducing overhead costs, because there is no cost of human capital.
  > In the Numerai model, the use of artificial intelligence ultimately helps achieve the goal of efficiency and optimum capital allocation by reducing overhead costs because there is no cost of human capital.
  Wulf A. Kaal, Blockchain Applications and Fee Structure Developments in Private Investment Funds (2017). SSRN: https://ssrn.com/abstract=2959730
- [3002908-038](https://wulfkaal.github.io/claims/3002908-038) [mechanism/evidenced] -- The Numerai model reduces overhead costs because there is no cost of human capital, and it eliminates barriers to entry because participating users need neither capital nor any special finance or data knowledge.
  > reducing overhead costs because there is no cost of human capital.135 In addition, Numerai eliminates barriers to entry because users do not need capital or any special finance or data knowledge.
  Wulf A. Kaal, Marco Dell'Erba, Blockchain Innovation in Private Investment Funds - A Comparative Analysis of the United States and (2017). SSRN: https://ssrn.com/abstract=3002908

**2018**

- [3128900-001](https://wulfkaal.github.io/claims/3128900-001) [definitional/asserted] -- Because micro tasks require human judgment that machines cannot currently replace, they let organizations build products and outcomes that machines alone could not 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, Decentralized Mechanical Turk Through Verified Reputation (2018). SSRN: https://ssrn.com/abstract=3128900

**2024**

- [4734750-030](https://wulfkaal.github.io/claims/4734750-030) [definitional/asserted] -- Micro tasks are 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, Code Review DAO (2024). SSRN: https://ssrn.com/abstract=4734750

## 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/crowdsourcing.md | sha256sum

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