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2 articles on ai insights, frontier models, agents, tools and research — explained for people who build things.

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Vibrant 3D rendering depicting the complexity of neural networks.

IIT Guwahati's brain-inspired AI model targets edge device efficiency

IIT Guwahati researchers developed SH2RFSSM, a spiking neural network model for energy-efficient sequential data processing on edge devices.

Sep 4, 2026 2 min

Abstract diagram of two data paths converging on a single model

Engineering

RAG or Long Context? A Decision Guide That Doesn't Hand-Wave

Context windows grew past a million tokens and everyone declared retrieval dead. It isn't. Here is the actual decision procedure, with the trade-offs that matter in production.

Aug 20, 2026 5 min