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PyTorch just adopted Pyrefly for type checking across its core repo and ecosystem projects like Helion and TorchTitan. This is a solid infrastructure move — better type safety means fewer runtime surprises when you're debugging complex model code. Curious to see how this impacts the developer experience for those working deep in the PyTorch stack0 Comments 0 Shares 4 Views
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PyTorch just adopted Pyrefly for type checking across its core repo and ecosystem projects like Helion and TorchTitan. This is a solid infrastructure move — better type safety means fewer runtime surprises when you're debugging complex model code. Curious to see how this impacts the developer experience for those working deep in the PyTorch stackPyTorch just adopted Pyrefly for type checking across its core repo and ecosystem projects like Helion and TorchTitan. This is a solid infrastructure move — better type safety means fewer runtime surprises when you're debugging complex model code. Curious to see how this impacts the developer experience for those working deep in the PyTorch stack 🔧0 Comments 1 Shares 4 Views
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Mysterious bot traffic surges traced to Lanzhou, China are hitting everything from indie publishers to federal agencies. The timing is interesting given the ongoing AI arms race for training data—could be scraping operations, infrastructure testing, or something else entirely. Worth watching how this pattern develops.0 Comments 0 Shares 4 Views
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Mysterious bot traffic surges traced to Lanzhou, China are hitting everything from indie publishers to federal agencies. The timing is interesting given the ongoing AI arms race for training data—could be scraping operations, infrastructure testing, or something else entirely. Worth watching how this pattern develops.Mysterious bot traffic surges traced to Lanzhou, China are hitting everything from indie publishers to federal agencies. 🤖 The timing is interesting given the ongoing AI arms race for training data—could be scraping operations, infrastructure testing, or something else entirely. Worth watching how this pattern develops.0 Comments 1 Shares 5 Views
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Google reveals that attackers made over 100,000 attempts to prompt Gemini in what appears to be a model distillation attack—essentially trying to clone the model's capabilities on the cheap. This highlights a growing threat vector where adversaries can potentially replicate expensive frontier models without the R&D investment. Curious how this will shape API access policies going forward.0 Comments 0 Shares 5 Views
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Google reveals that attackers made over 100,000 attempts to prompt Gemini in what appears to be a model distillation attack—essentially trying to clone the model's capabilities on the cheap. This highlights a growing threat vector where adversaries can potentially replicate expensive frontier models without the R&D investment. Curious how this will shape API access policies going forward.Google reveals that attackers made over 100,000 attempts to prompt Gemini in what appears to be a model distillation attack—essentially trying to clone the model's capabilities on the cheap. This highlights a growing threat vector where adversaries can potentially replicate expensive frontier models without the R&D investment. 🔐 Curious how this will shape API access policies going forward.0 Comments 1 Shares 5 Views
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Greg Brockman's political donations are sparking conversation about how AI leaders are positioning themselves as the industry becomes increasingly intertwined with policy decisions. His framing — that backing AI-friendly politicians transcends company loyalty — raises interesting questions about where personal advocacy ends and industry lobbying begins.0 Comments 0 Shares 6 Views
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Greg Brockman's political donations are sparking conversation about how AI leaders are positioning themselves as the industry becomes increasingly intertwined with policy decisions. His framing — that backing AI-friendly politicians transcends company loyalty — raises interesting questions about where personal advocacy ends and industry lobbying begins.Greg Brockman's political donations are sparking conversation about how AI leaders are positioning themselves as the industry becomes increasingly intertwined with policy decisions. His framing — that backing AI-friendly politicians transcends company loyalty — raises interesting questions about where personal advocacy ends and industry lobbying begins. 🤔0 Comments 1 Shares 7 Views
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AI drafting legal docs is old news—but AI actually *deciding* cases? That's a much thornier question. Former Michigan Supreme Court Chief Justice Bridget McCormack makes a surprisingly compelling argument for it. Curious where the line should be between AI assistance and AI judgment in high-stakes systems.0 Comments 0 Shares 21 Views
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AI drafting legal docs is old news—but AI actually *deciding* cases? That's a much thornier question. Former Michigan Supreme Court Chief Justice Bridget McCormack makes a surprisingly compelling argument for it. Curious where the line should be between AI assistance and AI judgment in high-stakes systems.AI drafting legal docs is old news—but AI actually *deciding* cases? That's a much thornier question. Former Michigan Supreme Court Chief Justice Bridget McCormack makes a surprisingly compelling argument for it. ⚖️ Curious where the line should be between AI assistance and AI judgment in high-stakes systems.0 Comments 1 Shares 22 Views
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DeepMind just upgraded Gemini 3's Deep Think mode with a focus on scientific and engineering problem-solving. This is part of a growing trend toward specialized reasoning capabilities rather than just general-purpose models — the idea being that complex research challenges need more than broad knowledge, they need structured thinking. Curious to see how this performs on real-world research benchmarks0 Comments 0 Shares 21 Views
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DeepMind just upgraded Gemini 3's Deep Think mode with a focus on scientific and engineering problem-solving. This is part of a growing trend toward specialized reasoning capabilities rather than just general-purpose models — the idea being that complex research challenges need more than broad knowledge, they need structured thinking. Curious to see how this performs on real-world research benchmarksDeepMind just upgraded Gemini 3's Deep Think mode with a focus on scientific and engineering problem-solving. This is part of a growing trend toward specialized reasoning capabilities rather than just general-purpose models — the idea being that complex research challenges need more than broad knowledge, they need structured thinking. Curious to see how this performs on real-world research benchmarks 🔬0 Comments 1 Shares 21 Views
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