artificial intelligence, democracy, Schneier news, Security technology, TED, Uncategorized, video
Over the summer, I gave a talk about AI and democracy at TedXBillings. The recording is Powered by WPeMatico
Category: artificial intelligence
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academic papers, artificial intelligence, Security technology, Uncategorized
New research evaluating the effectiveness of reward modeling during Reinforcement Learning from Human Feedback (RLHF): “SEAL: Systematic Error Analysis for Value ALignment.” The paper introduces quantitative metrics for evaluating the effectiveness of modeling and aligning human values: Abstract: Reinforcement Learning from Human Feedback (RLHF) aims to align language models (LMs) with human values by training … Read More “Evaluating the Effectiveness of Reward Modeling of Generative AI Systems” »
academic papers, artificial intelligence, Security technology, taxonomies, Uncategorized
Interesting paper: “Generative AI Misuse: A Taxonomy of Tactics and Insights from Real-World Data“: Generative, multimodal artificial intelligence (GenAI) offers transformative potential across industries, but its misuse poses significant risks. Prior research has shed light on the potential of advanced AI systems to be exploited for malicious purposes. However, we still lack a concrete understanding … Read More “Taxonomy of Generative AI Misuse” »
artificial intelligence, Security technology, squid, Uncategorized
Yet another SQUID acronym: SQUID, short for Surrogate Quantitative Interpretability for Deepnets, is a computational tool created by Cold Spring Harbor Laboratory (CSHL) scientists. It’s designed to help interpret how AI models analyze the genome. Compared with other analysis tools, SQUID is more consistent, reduces background noise, and can lead to more accurate predictions about … Read More “Friday Squid Blogging: SQUID Is a New Computational Tool for Analyzing Genomic AI” »
academic papers, artificial intelligence, deepfake, Security technology, Uncategorized, videos
The latest in what will be a continuing arms race between creating and detecting videos: The new tool the research project is unleashing on deepfakes, called “MISLnet”, evolved from years of data derived from detecting fake images and video with tools that spot changes made to digital video or images. These may include the addition … Read More “New Research in Detecting AI-Generated Videos” »
artificial intelligence, books, democracy, Schneier news, Security technology, Uncategorized
If you’ve been reading my blog, you’ve noticed that I have written a lot about AI and democracy, mostly with my co-author Nathan Sanders. I am pleased to announce that we’re writing a book on the topic. This isn’t a book about deep fakes, or misinformation. This is a book about what happens when AI … Read More “Upcoming Book on AI and Democracy” »
artificial intelligence, nsa, Security technology, Uncategorized
Former NSA Director Paul Nakasone has joined the board of OpenAI. Powered by WPeMatico
artificial intelligence, democracy, essays, Security technology, Uncategorized
There is a lot written about technology’s threats to democracy. Polarization. Artificial intelligence. The concentration of wealth and power. I have a more general story: The political and economic systems of governance that were created in the mid-18th century are poorly suited for the 21st century. They don’t align incentives well. And they are being … Read More “Rethinking Democracy for the Age of AI” »
academic papers, artificial intelligence, cyberattack, cybersecurity, LLM, Security technology, Uncategorized, vulnerabilities, zero-day
Interesting research: “Teams of LLM Agents can Exploit Zero-Day Vulnerabilities.” Abstract: LLM agents have become increasingly sophisticated, especially in the realm of cybersecurity. Researchers have shown that LLM agents can exploit real-world vulnerabilities when given a description of the vulnerability and toy capture-the-flag problems. However, these agents still perform poorly on real-world vulnerabilities that are … Read More “Using LLMs to Exploit Vulnerabilities” »
artificial intelligence, deepfake, democracy, india, Security technology, Uncategorized
As India concluded the world’s largest election on June 5, 2024, with over 640 million votes counted, observers could assess how the various parties and factions used artificial intelligence technologies—and what lessons that holds for the rest of the world. The campaigns made extensive use of AI, including deepfake impersonations of candidates, celebrities and dead … Read More “AI and the Indian Election” »