kaal:claim:5095633-022

Centralizing annotation data inside a small number of vendor firms creates a standing risk of breach or misuse that can produce legal liability and loss of trust in AI technologies.

Source quote, verbatim

As data is centralized in these companies, there's always a risk of data breaches or misuse, which could lead to legal issues or loss of trust in AI technologies.

From

Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025), 4.2. Practical Shortcomings, p. 13
https://ssrn.com/abstract=5095633 · source PDF

Cite as

Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633

Holds when

data aggregated and held by centralized annotation vendors

Classification

failuresupport: arguedfailure: centralized data honeypotfamily: privacy-and-surveillance-riskdecentralizationrisk-and-incentivesreputation

Verify

The quote above is an exact substring of the source PDF, whose sha256 is cbb484711f89bcefc9fc6a5730a1ed0a3f764d7999ad9b6f7d8ea05634c26c63. Extraction method: pdf-text-layer.
Attestation record: colloquium/attestations/058dfe84ab724bcd...json
Verify the binding yourself: curl -s https://wulfkaal.github.io/claims/5095633-022.md | sha256sum