kaal:claim:4941807-008

The opacity of deep learning models obstructs debugging, obscures the detection and mitigation of bias, and prevents comprehension of how AI decisions are reached.

Source quote, verbatim

This opacity can obstruct the debugging process, obscure bias detection and mitigation, and hinder comprehension of AI decision-making.

From

Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024), ORIGIN OF AI, p. 6
https://ssrn.com/abstract=4941807 · source PDF

Cite as

Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024). SSRN: https://ssrn.com/abstract=4941807

Holds when

particularly in deep learning models whose internal decision mechanisms are not transparent

Classification

failuresupport: evidencedfailure: black box opacityfamily: ai-oversight-and-alignment-gapai-and-agentsreputation

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