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The Fallacy of AI Functionality


[2206.09511] The Fallacy of AI Functionality - arXiv

We argue that functionality is a meaningful AI policy challenge, operating as a necessary first step towards protecting affected communities from algorithmic ...

The Fallacy of AI Functionality - ACM Digital Library

We argue that functionality is a meaningful AI policy challenge, operating as a necessary first step towards protecting affected communities from algorithmic ...

The Fallacy of AI Functionality - ACM FAccT

basic functionality or performance assessment [207]. Page 3. The Fallacy of AI Functionality. FAccT '22, June 21–24, 2022, Seoul, Republic of ...

[PDF] The Fallacy of AI Functionality - Semantic Scholar

It is argued that functionality is a meaningful AI policy challenge, operating as a necessary first step towards protecting affected communities from ...

(PDF) The Fallacy of AI Functionality - ResearchGate

PDF | Deployed AI systems often do not work. They can be constructed haphazardly, deployed indiscriminately, and promoted deceptively.

The Fallacy of AI Functionality - Monitoring and Evaluation NEWS

Evaluators should have a basic working knowledge of how to evaluate algorithms used to manage human affairs (law, finance, social services, ...

The Fallacy of AI Functionality - ResearchGate

... As with many products, risks from general-purpose AIbased products occur because of misunderstandings of functionality and inadequate guidance for ...

The Fallacy of AI Functionality - YouTube

The Fallacy of AI Functionality Inioluwa Deborah Raji, I. Elizabeth Kumar, Aaron Horowitz and Andrew Selbst.

The Fallacy of AI Functionality: Inioluwa Deborah Raji I. Elizabeth ...

functionality assumption, prevalent in much of the discourse on controlling their purchases or voting activity—when in actuality, AI risks. We then argue that ...

The Basic Fallacy Underlying the AI Panic

For the past two months, we've seen a sudden burst of panic about the social implications of Artificial Intelligence.

Michael Bolton's Post - The Fallacy of AI Functionality

Right now, there are ways the use cases work very well, and all of them are ones where human evaluation is a natural part of the flow. The ...

The Fallacy of AI Functionality - AI Models

Algorithm developers maintain enormous discretion over a host of decisions, and make choices throughout the model development lifecycle. These engineering ...

Anthropomorphism in AI: hype and fallacy | AI and Ethics

As a form of hype, anthropomorphism is shown to exaggerate AI capabilities and performance by attributing human-like traits to systems that do ...

The No True AI Fallacy - by Michael Woudenberg - Polymathic Being

We need to be able to dangle in the messy gray zone of a technology that is quickly advancing, challenging our understanding of its capability, ...

AI is Not a Panacea: The Fallacy of the 'Solve-Everything' Algorithm

AI Cannot Operate Without Human Oversight: Despite its advanced capabilities, AI still requires human supervision. AI systems can make ...

Abeba Birhane on X: "The fallacy of AI functionality, @rajiinio ...

The fallacy of AI functionality, @rajiinio & @ziebrah people base their policy on the ideal form of a technology while current technology ...

4 key misunderstandings in AI - TechTalks

Mitchell calls it the “Intelligence is all in the brain” fallacy. With the right algorithms and data, the thinking goes, we can create AI that ...

The Great AI Fallacy - Neil Lawrence

The fallacy is associated with an implicit promise that is embedded in many statements about Artificial Intelligence. Artificial Intelligence, ...

The AI Fallacy And The Myth Of Human Exceptionalism - Medium

The AI Fallacy ... If you don't define what AI is then you can keep on moving the goalposts on what counts as AI. This is something that I keep on ...

‪Inioluwa Deborah Raji‬ - ‪Google Scholar‬

The fallacy of AI functionality. ID Raji, IE Kumar, A Horowitz, A Selbst. Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022. 217 ...