AI did not arrive all at once. It accumulated.
A theorem here, a machine there; a promising idea abandoned, rediscovered, and renamed decades later.
Today’s AI boom is only the latest chapter in a much longer (and much stranger) story.
The AI History Timeline follows that story from the earliest work in logic and
computation through neural networks, landmark research, AI winters, industry bets, and the products
that brought AI into everyday life. Hundreds of dated entries connect papers, inventions, company
milestones, and pop-culture moments in one continuous, searchable chronology.
Explore the AI History Timeline
Beyond the dates
A timeline can tell you what happened. Insights asks what it meant, and what we may
have misunderstood along the way. These essays follow the people, ideas, breakthroughs, failures, and
recurring patterns that deserve more room than a single timeline entry can give them.
Read the latest Insights
About me
I’m Marcus Vinicius Freitas Margarites, a systems engineer and software designer with almost 40
years of experience. This site brings together my professional work and an independent, ongoing
attempt to make sense of AI’s history without flattening it into a parade of product launches.
View my résumé · Get in touch
Résumé
I am a senior software engineer and solution designer who helps organizations modernize complex
enterprise systems. Across decades of hands-on experience, I have worked from legacy platforms to
cloud-native and AI-enabled solutions, combining software architecture, technical leadership,
systems analysis, and development to deliver reliable, scalable, and maintainable systems. I have
supported companies in consulting, product, banking, retail, travel, media, and industrial
environments, helping teams evolve critical applications, improve delivery quality, and bridge
established technology with modern platforms.
Click to view my résumé.
AI Timeline
An interactive timeline of major events in the history of Artificial Intelligence, curated by
Marcus Vinicius Freitas Margarites.