# Blind spots

`kaal:entity:blind-spots`

**Status.** derived

This node is assembled mechanically from the 2 claims that carry the concept tag `blind-spots`. 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, 2017 to 2025.

**2017**

- [3071378-023](https://wulfkaal.github.io/claims/3071378-023) [failure/argued] *(failure mode)* -- A corporation that lacks diversity and allows group thinking will struggle to identify issues because it needs a fresh perspective, which harms the corporation long term by reducing its ability to identify its own strengths and weaknesses.
  > Similarly, if a corporation lacks diversity and allows group thinking, the board will likely struggle to identify issues because the corporation needs a fresh perspective.77 This can harm the corporation in the long term as it is less able to identify strengths and weaknesses.
  Wulf A. Kaal, Blockchain Technology and Race in Corporate America (2017). SSRN: https://ssrn.com/abstract=3071378

**2025**

- [5245185-026](https://wulfkaal.github.io/claims/5245185-026) [failure/argued] *(failure mode)* -- Centralized AI structures for monitoring AI agents create a self referential loop that is prone to systemic biases and blind spots, and their rigidity prevents adaptation to the dynamic nature of AI.
  > Centralized AI structures for AI agent monitoring create a self-referential loop prone to systemic biases and blind spots, while their rigidity fails to adapt to AI's dynamic nature.
  Wulf A. Kaal, How can we Best Monitor AI Agents (2025). SSRN: https://ssrn.com/abstract=5245185

## 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/blind-spots.md | sha256sum

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