Thoughts on design, development, AI infrastructure, and building products.
Raj Reddy pioneered machines you can talk to -- speech recognition, the blackboard model -- then aimed the most advanced AI at the world's poorest, not its richest.
Engineering & CraftGeoffrey Hinton bet on brain-like neural networks through two AI winters when the field mocked them -- conviction over fashion, intuition over formalism.
Engineering & CraftKyunghyun Cho let models learn their own control structure -- gated memory in the GRU, soft alignment in attention -- and paired it with honest, reproducible science.
Engineering & CraftSatoru Iwata was a programmer who became Nintendo's president without ever stopping being a gamer -- technical mastery in service of the player's joy.
Engineering & CraftMark Shuttleworth built Ubuntu on one idea -- Linux for human beings, free software for everyone -- grounded in ubuntu: humanity to others, shipped on a clock.
Engineering & CraftWerner Vogels, Amazon's CTO, built the cloud on one assumption: everything fails all the time. Design for failure, minimize blast radius, and stay available through it.
Engineering & CraftRoberto Ierusalimschy designed Lua around one principle -- mechanisms, not policy -- a small, fast, embeddable language that hands you the levers instead of the rules.
Engineering & CraftApple's Translation framework: free on-device translation via translationPresentation and TranslationSession, plus the offline-download edges demos skip.
AI & TechnologyAlan Kay invented the future by changing the point of view: computing as a medium for thought, with systems built from objects communicating by messages.
Engineering & CraftThompson and Ritchie built Unix and C from small sharp tools composed through one universal interface: text streams and pipes. Simplicity over features.
Engineering & CraftGrace Hopper built the first compiler so programs could be written in human language, made latency physical with a nanosecond wire, and fought stale dogma.
Engineering & CraftRich Hickey built Clojure and Datomic on one distinction: simple is not easy. Simple means un-braided, one concern per thing; easy just means familiar.
Engineering & CraftTechnical writing at Introl
Comprehensive hardware recommendations and cost analysis for running large language models locally.
GPU selection guide comparing NVIDIA's latest datacenter accelerators for different AI workloads.
Deep technical dive into Google's Tensor Processing Unit evolution from TPUv1 to TPUv5.
Resource sharing strategies for GPU clusters in containerized environments.
Guide to building and managing distributed AI computing with Ray framework.
Analysis of open source LLM economics and DeepSeek's competitive positioning.
Future datacenter power requirements and NVIDIA's next-generation GPU roadmap.
Small modular reactor solutions for powering next-generation AI infrastructure.
Technical analysis of DeepSeek's Multi-Head Compression architecture innovations.
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