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Fractals of Thought: Generalizations in Today’s World
In the age of accelerating information, where thought often races faster than reflection, generalizations serve as mental shortcuts—patterns stitched into the fabric of cognition to…
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AI Is Inspired by Human Intelligence—Not Human Intelligence Decoded
Rethinking Intelligence Through Abstraction and Alignment In the age of neural networks and generative models, it’s easy to believe we’ve captured the essence of human…
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AI Is Not New: A Story of Human Longing
I remember the first time I saw a machine write a story. It was beautiful—haunting, even (those were the days of MSN bot and Tay).…
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Noise-Contrastive Estimation in NLP: The Secret Behind Efficient Word Embeddings
In the realm of Natural Language Processing (NLP), learning meaningful word representations is foundational. But training models to understand language at scale often runs into…
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Word2Vec, GloVe, and Transformers: A Journey Through Word Embeddings (with Code!)
In the world of Natural Language Processing (NLP), how we represent words fundamentally shapes how machines understand language. From early breakthroughs like Word2Vec and GloVe…
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Inside the Dual-Channel Resonance Engine: Architecture, Ethics, and Applications
In my earlier post here, I had introduced the concept of DCRE. This is a deep dive for those interested to know more on the…
Blog
A collection of thoughts, experiments, and occasional rants. I write about tech – sometimes deep dives, sometimes half-baked ideas – and sprinkle in reflections on life, work, and the curious patterns that connect them. Expect a mix of machine learning, digital philosophy, and the kind of randomness that only makes sense in hindsight. No promises, just perspectives.
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