Deeper Thoughts – AI and Deep Learning Blog

Welcome to the DeeperThoughts blog!

I'm Rohith, a Research Scientist at the Centre for Development of Telematics (C-DOT), and a deep learning enthusiast with a passion for peeling back the layers of multimodal machine learning systems. This blog is intended to make recent advances easier to grasp, and is an open invitation to think deeper, explore further, and stay curious about the evolving landscapes of AI.

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Latest Blog Posts

  • Published on
    Graph Neural Networks
    From social networks to molecular structures, much of the worlds most valuable data is not in tables or sequences, but in interconnected graphs. This article dives into how Graph Neural Networks (GNNs) work, what makes them unique, and why they are becoming an indispensable tool in modern AI.
    6 min read
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  • Published on
    From Transformers to State Space Models
    For years, the Transformer has been the undisputed king of AI architectures. But a new contender has emerged: the State Space Model (SSM). This article dives into the mechanics of SSMs like Mamba, explaining how they combine the strengths of RNNs and CNNs to process sequences with linear-time complexity, potentially revolutionizing long-context reasoning and model efficiency.
    5 min read
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