Coordinated Flaw Disclosure for AI: Beyond Security Vulnerabilities
Harm reporting in Artificial Intelligence (AI) currently lacks a structured process for disclosing
and addressing algorithmic flaws, relying largely on an ad-hoc approach. This contrasts …
and addressing algorithmic flaws, relying largely on an ad-hoc approach. This contrasts …
Coordinated Flaw Disclosure for AI: Beyond Security Vulnerabilities
Abstract Harm reporting in Artificial Intelligence (AI) currently lacks a structured process for
disclosing and addressing algorithmic flaws, relying largely on an ad-hoc approach. This …
disclosing and addressing algorithmic flaws, relying largely on an ad-hoc approach. This …
Scaling laws do not scale
Recent work has advocated for training AI models on ever-larger datasets, arguing that as
the size of a dataset increases, the performance of a model trained on that dataset will …
the size of a dataset increases, the performance of a model trained on that dataset will …
Should they? Mobile Biometrics and Technopolicy Meet Queer Community Considerations
Smartphones are integral to our daily lives and activities, providing us with basic functions
like texting and phone calls to more complex motion-based functionalities like navigation …
like texting and phone calls to more complex motion-based functionalities like navigation …
Surveys Considered Harmful? Reflecting on the Use of Surveys in AI Research, Development, and Governance
Calls for engagement with the public in Artificial Intelligence (AI) research, development, and
governance are increasing, leading to the use of surveys to capture people's values …
governance are increasing, leading to the use of surveys to capture people's values …
Unlock Life with a Chat (GPT): Integrating Conversational AI with Large Language Models into Everyday Lives of Autistic Individuals
Autistic individuals often draw on insights from their supportive networks to develop self-help
life strategies ranging from everyday chores to social activities. However, human resources …
life strategies ranging from everyday chores to social activities. However, human resources …
Investigating What Factors Influence Users' Rating of Harmful Algorithmic Bias and Discrimination
There has been growing recognition of the crucial role users, especially those from
marginalized groups, play in uncovering harmful algorithmic biases. However, it remains …
marginalized groups, play in uncovering harmful algorithmic biases. However, it remains …
Fairness in Large Language Models: A Taxonomic Survey
Large Language Models (LLMs) have demonstrated remarkable success across various
domains. However, despite their promising performance in numerous real-world …
domains. However, despite their promising performance in numerous real-world …
Queering AI as a Speculative Practice: An Analysis of the Artistic Explorations of New Paradigms for Developing Inclusive AI
D Jędrusiak - Proceedings of the 35th ACM Conference on Hypertext …, 2024 - dl.acm.org
Recently, the issues of AI fairness and algorithmic oppression have received much interest
due to the rising awareness of the dangers that AI poses to minority communities. While new …
due to the rising awareness of the dangers that AI poses to minority communities. While new …
Inclusion in Assistive Haircare Robotics: Practical and Ethical Considerations in Hair Manipulation
Robot haircare systems could provide a controlled and personalized environment that is
respectful of an individual's sensitivities and may offer a comfortable experience. We argue …
respectful of an individual's sensitivities and may offer a comfortable experience. We argue …