Tag: bias

  • Hacker News: Explaining Large Language Models Decisions Using Shapley Values

    Source URL: https://arxiv.org/abs/2404.01332 Source: Hacker News Title: Explaining Large Language Models Decisions Using Shapley Values Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper explores the use of Shapley values to interpret decisions made by large language models (LLMs), highlighting how these models can exhibit cognitive biases and “token noise” effects. This work…

  • Hacker News: Does current AI represent a dead end?

    Source URL: https://www.bcs.org/articles-opinion-and-research/does-current-ai-represent-a-dead-end/ Source: Hacker News Title: Does current AI represent a dead end? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text underscores the challenges and unmanageability of current AI systems, particularly those based on large neural networks like LLMs and generative AI. It highlights the ethical implications of data usage and…

  • Slashdot: Encyclopedia Britannica Is Now an AI Company

    Source URL: https://news.slashdot.org/story/24/12/23/211253/encyclopedia-britannica-is-now-an-ai-company?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Encyclopedia Britannica Is Now an AI Company Feedly Summary: AI Summary and Description: Yes Summary: Britannica, once a traditional encyclopedia, is reinventing itself in the AI space with plans for a significant public offering. By leveraging its reliable repository of vetted knowledge, Britannica is poised to enhance educational software…

  • Hacker News: Co-Adapting Human Interfaces and LMs

    Source URL: https://jessylin.com/2024/11/12/co-adapting-human-interfaces/ Source: Hacker News Title: Co-Adapting Human Interfaces and LMs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the adaptive relationship between language models (LMs) and the digital environments they interact with, highlighting a shift in how systems are designed to cater to LMs as users. It emphasizes both…

  • AlgorithmWatch: A Year of Challenging Choices – 2024 in review

    Source URL: https://algorithmwatch.org/en/a-year-of-challenging-choices-2024-in-review/ Source: AlgorithmWatch Title: A Year of Challenging Choices – 2024 in review Feedly Summary: 2024 was a “super election" year and it marked the rise of generative Artificial Intelligence. With the adoption of the AI Act, it seemed poised to be the moment we finally gained control over automated systems. Yet, that…

  • Wired: AI Agents Will Be Manipulation Engines

    Source URL: https://www.wired.com/story/ai-agents-personal-assistants-manipulation-engines/ Source: Wired Title: AI Agents Will Be Manipulation Engines Feedly Summary: Surrendering to algorithmic agents risks putting us under their influence. AI Summary and Description: Yes Summary: The text explores the emergence of personal AI agents and the risks they pose in terms of cognitive control and manipulation. It emphasizes the dangers…

  • Simon Willison’s Weblog: Is AI progress slowing down?

    Source URL: https://simonwillison.net/2024/Dec/19/is-ai-progress-slowing-down/#atom-everything Source: Simon Willison’s Weblog Title: Is AI progress slowing down? Feedly Summary: Is AI progress slowing down? This piece by Arvind Narayanan and Sayash Kapoor is the single most insightful essay about AI and LLMs I’ve seen in a long time. It’s long and worth reading every inch of it – it…

  • Cloud Blog: Google Cloud’s commitment to responsible AI is now ISO/IEC certified

    Source URL: https://cloud.google.com/blog/products/identity-security/google-clouds-commitment-to-responsible-ai-is-now-iso-iec-certified/ Source: Cloud Blog Title: Google Cloud’s commitment to responsible AI is now ISO/IEC certified Feedly Summary: With the rapid advancement and adoption of AI, organizations face increasing pressure to ensure their AI systems are developed and used responsibly. This includes considerations around bias, fairness, transparency, privacy, and security.  A comprehensive framework for…

  • Slashdot: Are AI-Powered Tools – and Cheating-Detection Tools – Hurting College Students?

    Source URL: https://news.slashdot.org/story/24/12/15/219203/are-ai-powered-tools—and-cheating-detection-tools—hurting-college-students?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Are AI-Powered Tools – and Cheating-Detection Tools – Hurting College Students? Feedly Summary: AI Summary and Description: Yes Summary: The text highlights serious concerns regarding the reliability and fairness of AI detection tools used in academic settings, showcasing that these systems may lead to wrongful accusations against students, particularly…

  • Hacker News: The Clever Hans Effect, Iterative LLM Prompting, and Socrates’ Meno

    Source URL: https://aalokbhattacharya.substack.com/p/men-machines-and-horses Source: Hacker News Title: The Clever Hans Effect, Iterative LLM Prompting, and Socrates’ Meno Feedly Summary: Comments AI Summary and Description: Yes Summary: The text delves into the philosophical implications of artificial intelligence (AI) in relation to human intelligence, particularly through the lens of large language models (LLMs). It critiques the notion…