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Beyond Temporal Difference: A New Paradigm for Scalable Reinforcement Learning Reinforcement Learning (RL) has long been dominated by a powerful but fundamentally limited technique: temporal difference (TD) learning. While foundational to many breakthroughs, TD learning faces significant challenges with scalability,...

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Decoding word2vec: A New Theory Reveals How It Truly Learns The world of artificial intelligence is built upon layers of foundational discoveries, and few are as influential as word2vec. Developed over a decade ago, this algorithm revolutionized natural language processing (NLP) by learning dense vector...

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The New Frontier of AI Evaluation: Why Cultural Nuance is the Next Benchmark Artificial intelligence is rapidly becoming a global force, a ubiquitous presence in our digital lives. Yet, for all its advanced capabilities, modern AI has a significant blind spot: the world itself. The vast majority of development,...

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The $38 Billion Handshake: How OpenAI and Amazon’s Landmark Deal is Reshaping the AI Landscape In a move that sends powerful ripples through the technology sector, OpenAI has entered into a monumental, multi-year agreement with Amazon, committing a staggering $38 billion to utilize its Amazon Web Services (AWS) cloud...