New model predicts a chemical reaction’s point of no return

When chemists design new chemical reactions, one useful piece of information involves the reaction’s transition state — the point of no return from which a reaction must proceed. This information allows chemists to try to produce the right conditions that will allow the desired reaction to occur. However, current methods for predicting the transition state…

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The ‘Download More Labels!’ Illusion in AI Research

A common view in current machine learning research is that machine learning itself can be used to improve the quality of AI dataset annotations – particularly image captions intended for use in vision-language models (VLMs). This line of thinking is driven by the high cost of human annotation, and the added burden of supervising annotator…

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“Periodic table of machine learning” could fuel AI discovery

MIT researchers have created a periodic table that shows how more than 20 classical machine-learning algorithms are connected. The new framework sheds light on how scientists could fuse strategies from different methods to improve existing AI models or come up with new ones. For instance, the researchers used their framework to combine elements of two…

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Terra Security Raises $8M to Redefine Penetration Testing with Agentic AI

Terra Security, a pioneering startup reshaping the cybersecurity landscape with its agentic AI-powered penetration testing platform, has announced an $8 million seed round led by SYN Ventures and FXP Ventures. Additional backing came from Underscore VC and prominent angel investors including ex-Google CISO Gerhard Eschelbeck and Talon Security founders Ofer Ben-Noon and Ohad Bobrov. The…

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Next-Gen Phishing: The Rise of AI Vishing Scams

In cybersecurity, the online threats posed by AI can have very material impacts on individuals and organizations around the world. Traditional phishing scams have evolved through the abuse of AI tools, growing more frequent, sophisticated, and harder to detect with every passing year. AI vishing is perhaps the most concerning of these evolving techniques. What…

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Norma Kamali is transforming the future of fashion with AI

What happens when a fashion legend taps into the transformative power of artificial intelligence? For more than five decades, fashion designer and entrepreneur Norma Kamali has pioneered bold industry shifts, creating iconic silhouettes worn by celebrities including Whitney Houston and Jessica Biel. Now, she is embracing a new frontier — one that merges creativity with…

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