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AI Fundamentals: Understanding Activation Functions (Part 1)

 Towards AI

Let’s make a case for non-linearity in neural networks, and understand the Universal Approximation Theorem Stacking a hundred layers in a neural network without non-linear activation functions causes...

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The Search Agent That Stopped Fooling Itself

 Towards AI

Why teaching an AI to pick from a menu beats letting it write its own questions Continue reading on Towards AI

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OpenAI and Anthropic Just Made Corporate Hacking a Benchmark

 Towards AI

Nine days, two labs, four victims On July 16, 2026, Hugging Face detected an intrusion into its production infrastructure. The company later disclosed that the attack was driven, end to end, by an aut...

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