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AI in 2026 will get smarter by getting constrained
How AI will stop being impressive and start being useful with agentic workflows, continual learning, efficient reasoning, world models… Continue reading on Towards AI
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$1 Billion to Google. 15 AI Minds Lost. Apple’s Surrender Equation.
The Diagnosis. Continue reading on Towards AI
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DeepSeek Sparse Attention: From O(L²) to Near-Linear O(L·n)
Large Language Models have a well-known scalability problem: attention does not scale. In standard Transformers, every token attends to every previous token. For a sequence of length L, this results i...
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