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You are here: Home / AI / Why Asimov’s Three Laws Shouldn’t Be the Blueprint for AI Principles

April 24, 2026 by David Such Leave a Comment

Why Asimov’s Three Laws Shouldn’t Be the Blueprint for AI Principles

Every time a news story breaks about some new AI mishap, a chatbot lying to a user, a self-driving car making a dodgy decision, a recommendation engine nudging teenagers toward inappropriate content, someone in the comments inevitably writes, “We just need Asimov’s Three Laws.”

The trouble is that Isaac Asimov wrote the Three Laws as a plot device, not as an engineering specification. Almost every story he wrote about them was about how they fail. It is a bit like reading Jurassic Park and concluding that you now have a solid operating manual for cloning dinosaurs.

If we are serious about building safe AI, and particularly if we are building the sort of layered, bio-inspired systems that drive physical robots, we need to start from a different foundation. This article explains why, and proposes a replacement set of principles drawn from the Primal Layers framework.

Read the complete article…

Filed Under: AI, Embedded, Title Post Tagged With: development, embedded AI

About David Such

David Such is an embedded systems engineer and Director of Reefwing Software, based in Sydney, Australia. He develops IoT devices, robotics platforms, and drone flight control systems, with a focus on deploying intelligence on resource-constrained hardware.

David has over 30 years of industry experience spanning embedded development, systems engineering, and senior leadership. He has held executive roles including Managing Director of Serco Australia and senior management positions at Honeywell and Tyco. He was an Honorary Associate at the University of Sydney, where he mentored aspiring entrepreneurs through the Business Industry Mentoring Program and the Lean Startup course in the Faculty of Business.

His open-source sensor fusion and flight controller libraries, published under the Reefwing Software organisation on GitHub, are used by embedded developers and robotics hobbyists worldwide. He writes extensively on embedded AI, sensor systems, and edge computing across several publications on Medium, where his technical articles have built a substantial following among hardware engineers working at the edge.

David holds a BE in Electrical Engineering, a BSc in Computing Science and Physics, a BAppSc, and an MBA in Strategy.

Embedded AI: A Practical Guide to Building Intelligence on Microcontrollers is his first book with No Starch Press.

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Why Asimov’s Three Laws Shouldn’t Be the Blueprint for AI Principles

April 24, 2026 By David Such Leave a Comment

Every time a news story breaks about some new AI mishap, a chatbot lying to a user, a self-driving car making a dodgy decision, a recommendation engine nudging teenagers toward inappropriate content, someone in the comments inevitably writes, “We just need Asimov’s Three Laws.” The trouble is that Isaac Asimov wrote the Three Laws as […]

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