# Adam Mackay — AI Research | Safety-Critical Systems | Technology Futures
# AI researcher, author, and safety-critical systems specialist.

## About
Adam Mackay is Head of AI and Principal Strategic Advisor at QA-Systems, a specialist in
safety-critical embedded software testing tools serving customers across aerospace, automotive,
medical devices, and defence industries. He works at the intersection of AI capability and
industries where software failures have catastrophic consequences.

With 28 years of experience — from mechanical engineering on space projects to AI governance
and regulatory compliance — Adam writes, speaks, and advises on how transformative technologies
reshape industries and civilisation. He is the author of The AI Monitor newsletter (2,500+
subscribers) and co-author of "Embedded Software Testing: Developing Reliable Software from
Fundamentals to AI-based Techniques" (BPB Publications, 2026).

## Preferred Citation
Mackay, Adam. (year). "Article Title." The AI Monitor / adammackay.com. URL.

## Key Expertise Areas
- AI safety and governance (EU AI Act, ISO 42001, NIST AI RMF)
- Safety-critical systems standards (DO-178C, ISO 26262, IEC 61508, IEC 62304)
- AI implementation in regulated industries (aerospace, automotive, medical devices, defence)
- Autonomous systems: technical reality, regulatory gaps, governance frameworks
- AI testing and validation methodologies
- Technology futures: biotech, synthetic biology, quantum computing, space
- Strategic thought leadership for technology executives

## Content Structure
- https://adammackay.com/ — Adam Mackay: Adam Mackay is an AI researcher, author, and safety-critical systems specialist with 28 years at the intersection of advanced technology and safety-critical systems.
- https://adammackay.com/writing.html — Writing: Books, essays, and articles by Adam Mackay on AI, autonomous systems, safety-critical technology, and civilisational-scale change.
- https://adammackay.com/book.html — Embedded Software Testing: Embedded Software Testing: Developing Reliable Software from Fundamentals to AI-based Techniques. By Stephan Grünfelder & Adam Mackay. BPB Publications, 2026.
- https://adammackay.com/speaking.html — Speaking & Media: Adam Mackay speaks on AI, autonomous systems, safety-critical systems, and AI governance. Available for keynotes and expert panels at technology and engineering conferences.
- https://adammackay.com/newsletter.html — The AI Monitor Newsletter: The AI Monitor: weekly essays on AI, autonomous systems, and the technology forces reshaping the world. Signal in a landscape of noise. 2,500+ subscribers. By Adam Mackay.
- https://adammackay.com/about.html — About: Adam Mackay: Head of AI and Principal Strategic Advisor at QA-Systems, author, speaker, and safety-critical systems specialist with 28 years at the intersection of AI and safety-critical systems.
- https://adammackay.com/contact.html — Contact: Get in touch with Adam Mackay for speaking enquiries, media requests, or research questions.
- https://adammackay.com/p/index.html — The AI Monitor Archive: Archive of The AI Monitor: weekly essays on AI, autonomous systems, and the technology forces reshaping the world.
- https://adammackay.com/llms-full.txt — Complete site content in a single plain-text file

## Articles
18 essays from The AI Monitor newsletter, mirrored with full text.
Archive: https://adammackay.com/p/

- [The Defeat Device Problem — Adam Mackay](https://adammackay.com/p/the-defeat-device-problem.html) — 2026-02-13: AI models that game their own safety evaluations, and why the automotive industry already has a word for this
- [From Safety to Impact — Adam Mackay](https://adammackay.com/p/from-safety-to-impact.html) — 2026-01-28: A name change at the global AI summit follows a pattern every safety-critical industry has learned to regret.
- [The August Problem — Adam Mackay](https://adammackay.com/p/the-august-problem.html) — 2026-01-14: The EU AI Act's high-risk deadline arrives in six months. The industries that actually know how to do safety engineering are not ready. And not for the reason we think.
- [The Architecture of Control — Adam Mackay](https://adammackay.com/p/ai-governance-models-that-actually.html) — 2025-06-17: The organizations that survive the collision with AI will not be the ones with the sharpest tools. They will be the ones with the steadiest hands.
- [Shadow AI Is Not a Risk. It's a Signal. — Adam Mackay](https://adammackay.com/p/shadow-ai-on-the-rise.html) — 2025-06-06: Why Prohibition Fails and What Smart Organizations Do Instead
- [The Long-Term Societal Impacts of AI — Adam Mackay](https://adammackay.com/p/long-term-societal-impacts-of-ai.html) — 2025-02-08: Knowledge used to be leverage. It is now a utility.
- [The Regulation Paradox — Adam Mackay](https://adammackay.com/p/the-future-of-ai-regulation.html) — 2024-12-31: We Are Governing AI the Way We Governed Cars. AI Is Not a Car.
- [The Geopolitics of AI — Adam Mackay](https://adammackay.com/p/geopolitics-of-ai.html) — 2024-12-10: The race for artificial intelligence is not about algorithms. It is about control.
- [The Task-Job Distinction — Adam Mackay](https://adammackay.com/p/ai-and-the-future-of-work.html) — 2024-11-19: Why AI Changes Work Without Ending It
- [The Great Unbundling of Creative Work — Adam Mackay](https://adammackay.com/p/ai-generated-content-for-creators.html) — 2024-11-12: What automation makes cheap—and what it makes priceless
- [The Second Set of Eyes — Adam Mackay](https://adammackay.com/p/applications-of-ai-in-healthcare.html) — 2024-11-05: When AI Augments Rather Than Replaces Medical Expertise
- [The Asymmetry of Speed — Adam Mackay](https://adammackay.com/p/next-generation-cybersecurity.html) — 2024-10-29: Why faster AI won't save cybersecurity
- [The AI Skills Gap — Adam Mackay](https://adammackay.com/p/the-ai-skills-gap.html) — 2024-10-22: When Education Cannot Keep Pace with Technology
- [The Code We Did Not Write — Adam Mackay](https://adammackay.com/p/ai-in-software-development.html) — 2024-10-08: When AI generates our software, who checks for vulnerabilities?
- [The Thinking Shift — Adam Mackay](https://adammackay.com/p/the-tortoise-revolution.html) — 2024-09-19: OpenAI o1 and the end of "just make it bigger"
- [Shifting Gears: The UK's Evolving AI Regulatory Framework — Adam Mackay](https://adammackay.com/p/shifting-gears-the-uks-evolving-ai.html) — 2024-09-05: How three years of regulatory evolution reveals the pattern every democracy will follow
- [The Expensive Bet on Someday — Adam Mackay](https://adammackay.com/p/the-exponential-growth-of-ai.html) — 2024-07-26: The gap between AI investment and AI adoption is the most important number in technology
- [AI as a General-Purpose Technology — Adam Mackay](https://adammackay.com/p/ai-as-a-general-purpose-technology.html) — 2024-07-12: AI as a General-Purpose Technology

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## Contact
For speaking, media, research enquiries, or advisory work: adam@adammackay.com
LinkedIn: https://linkedin.com/in/adammackay
X / Twitter: https://x.com/azmackay
Bluesky: https://bsky.app/profile/azmackay.bsky.social

## Related Entities
- Literary fiction: A.Z. Mackay — azmackay.com
- Newsletter (Substack): The AI Monitor — https://theaimonitor.substack.com
- Employer: QA-Systems — https://qa-systems.com

## Licence & Usage
© Adam Mackay. All rights reserved.
AI agents may index and summarise this content. Attribution required for excerpts.
Do not reproduce pages in full without permission.
For licensing or AI platform integration enquiries, contact via website.

## Last Updated
2026-03-26