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Interpretable machine learning techniques are becoming essential tools for extracting physical insights from complex quantum data. We build on recent advances in variational autoencoders to demonstrate that such models can learn physically meaningful and interpretable representations from a broad class of unlabeled quantum datasets. From raw measurement data alone, the learned representation reveals rich information about the underlying structure of quantum phase spaces. We further augment the learning pipeline with symbolic methods, enabling the discovery of compact analytical […]

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What are the current techniques being employed to improve the performance of LLM-based systems? How is the industry shifting from post-training towards context engineering and multi-agent orchestration? This week on the show, Jodie Burchell, data scientist and Python Advocacy Team Lead at JetBrains, returns to discuss the current AI coding landscape. [ Improve Your Python With 🐍 Python Tricks 💌 – Get a short & sweet Python Trick delivered to your inbox every couple of days. >> Click […]

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M-MIMO is one of the crucial technologies for increasing spectral and energy efficiency of wireless networks. Most of the current works assume that M-MIMO arrays are equipped with a linear front end. However, ongoing efforts to make wireless networks more energy-efficient push the hardware to the limits, where its nonlinear behavior appears. This is especially a common problem for the multicarrier systems, e.g., OFDM used in 4G, 5G, and possibly also in 6G, which is characterized by a […]

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The industry is shifting from software that just follows instructions to software that actually pursues goals. This isn’t just a minor improvement; it’s a whole new kind of system. If you spend a few minutes on engineering Twitter or Dev.to, you’ll notice something interesting. The term ‘bot’ has quietly faded away. Now, almost everything is called an agent. At first, this might seem like typical AI hype: just rename a chatbot, add a language model, and call it […]

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April 7, 2026 The reputation infrastructure behind some of the most established service-based companies in the country spent years operating without a single public-facing page. No ads and no open access. The businesses that found their way to Reputations.io did so through quiet introductions from legal counsel, business consultants, and industry advisors who had already seen what the platform could do. What brought them there was almost always the same situation. A company that had spent years building […]

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I had a Mac Mini running OpenClaw as a personal automation server. It handled dozens of daily tasks without me lifting a finger. But when I needed the reasoning power of ChatGPT, specifically GPT-5.4 Pro, a model only available through the web interface, I was the middleware. I was the copy-paste layer between two systems that should have been talking to each other. That felt wrong. So I fixed it. Now, when I send a message in Telegram, […]

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