mlsanityData to 14 Oct 2026

Dilemma of the Artificial Intelligence Regulatory Landscape

arXiv 2112.09325 ↗First posted 17 Dec 2021cs.CY cs.AIcited by 3

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Abstract (arXiv)

As a startup company in the autonomous driving space, we have undergone four years of painful experiences dealing with a broad spectrum of regulatory requirements. Compared to the software industry norm, which spends 13% of their overall budget on compliances, we were forced to spend 42% of our budget on compliances. Our situation is not alone and, in a way, reflects the dilemma of the artificial intelligence (AI) regulatory landscape. The root cause is the lack of AI expertise in the legislative and executive branches, leading to a lack of standardization for the industry to follow. In this article, we share our first-hand experiences and advocate for the establishment of an FDA-like agency to regulate AI properly.

Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). Builds on 1 of its 12 references that are in the map. First posted on arXiv 17 Dec 2021.

Builds on

1 of 12 references.

References · 1

  1. 2020Critical Business Decision Making for Technology Startups -- A PerceptIn Case Studycited by 2

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Cited by year

Citing papers per year: 2022: 1; 2023: 2.

3 papers.