“Social reputation” keeps turning up on every timeline with the confidence of a solved problem. It’s pitched as the missing layer. The thing that will finally let DeFi graduate from over-collateralized lending into something resembling real credit. The thing that will make identity usable without surrendering to surveillance. The thing that will push the ecosystem toward maturity—clean it up, make it legible, make it safer. I understand the itch. DeFi has spent years pretending that credit is an […]

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New AI system designs proteins that successfully bind to target molecules, with potential for advancing drug design, disease understanding and more.

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The integration of artificial intelligence (AI) in precision agriculture marks a transformative step toward sustainable, efficient, and data-driven farming practices. By merging AI with predictive analytics and autonomous monitoring systems, agriculture is empowered to achieve higher crop yields and maintain robust soil health. AI-driven models process vast datasets from sensors, drones, and IoT devices to predict crop performance, recommend targeted interventions, and enable real-time monitoring of field conditions. This synergy not only allows for early detection of threats […]

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arXiv:2509.12889v3 Announce Type: replace-cross Abstract: This paper addresses the statistical estimation of Gaussian Mixture Models (GMMs) with unknown diagonal covariances from independent and identically distributed samples. We employ the Beurling-LASSO (BLASSO), a convex optimization framework that promotes sparsity in the space of measures, to simultaneously estimate the number of components and their parameters. Our main contribution extends the BLASSO methodology to multivariate GMMs with component-specific unknown diagonal covariance matrices. This setting is significantly more flexible than previous approaches, […]

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Artificial intelligence and legal technology are reshaping the landscape of personal injury law in Philadelphia, introducing significant changes. The advancements offer new capabilities for legal professionals, enhancing the strategic approach lawyers take in managing cases. The integration of AI and legal tech into personal injury law is changing how legal practices operate in Philadelphia. By using advanced technologies, like predictive analytics, law firms can gain valuable insights that were previously unattainable. The innovation aids in case management and […]

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The Evolution of Artificial Intelligence: From Philosophical Roots to a Transformative Future This podcast explores the historical development, key figures, and potential future of artificial intelligence (AI), The Essence of AI: AI empowers computers to mimic human intelligence, tackling tasks like problem-solving, learning, and language comprehension. These systems analyze data to make informed decisions, often exceeding human capabilities in specific areas. Ancient Foundations and Philosophical Ponderings: The roots of AI stretch back to antiquity, with Greek philosophers like […]

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In deep learning, classification models don’t just need to make predictions—they need to express confidence. That’s where the Softmax activation function comes in. Softmax takes the raw, unbounded scores produced by a neural network and transforms them into a well-defined probability distribution, making it possible to interpret each output as the likelihood of a specific class.  This property makes Softmax a cornerstone of multi-class classification tasks, from image recognition to language modeling. In this article, we’ll build an […]

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