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Researchers investigated whether the choice of optimization algorithm affects catastrophic forgetting in neural networks, finding that modern optimizers like Adam actually cause more forgetting than simpler methods like vanilla SGD. The study also revealed that different metrics for measuring catastrophic forgetting can lead to dramatically different conclusions about algorithm performance.

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The dictionary sues OpenAI

Encyclopedia Britannica and Merriam-Webster sued OpenAI for illegally scraping nearly 100,000 articles to train ChatGPT without permission. The publishers claim ChatGPT competes with their content while generating false...

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Self-Hosting Your First LLM

Large language model API bills are driving teams to consider self-hosting their own AI systems, which has become practical with modern tools and quantized models that can run on single machines. Using models like Qwen3.5-27B with...