History of Artificial Intelligence
From ancient myths to modern neural networks — 25 episodes tracing the intellectual journey of AI, plus 23 profiles of the brilliant minds who shaped the field.
Episodes
AI Before Computers: Myths, Legends, and Mechanical Marvels
From the bronze giant Talos to the clay Golem — how ancient civilisations dreamed of artificial life thousands of years before the computer existed.
Automata and Mechanical Wonders: Humanity's First Experiments in Programming Behavior
Hero of Alexandria, Al-Jazari, and Leonardo da Vinci — the engineers who translated the dream of artificial life into working machines.
Philosophical Foundations of Artificial Intelligence
How Descartes, Leibniz, Hobbes, and Pascal laid the conceptual groundwork for thinking machines by reimagining the mind as mechanism.
Babbage, Lovelace, and the Mechanical Roots of Computing
How nineteenth-century visionaries designed the architecture of the modern computer a century before the technology existed to build it.
From Theory to Machines: Pioneers of Twentieth-Century Computing
How formal theory, wartime urgency, and engineering ambition converged in a single decade to build the first real computers.
The Birth of AI as a Field: From Turing's Question to Dartmouth's Answer
How Turing's imitation game and the Dartmouth workshop of 1956 transformed artificial intelligence from philosophical fantasy into a scientific discipline.
The AI Winters: Setbacks, Recalibrations, and the Lessons That Shaped a Field
The boom-and-bust cycles that nearly killed AI — and the painful lessons about overconfidence, funding, and the true difficulty of intelligence.
The Machine Learning Revolution: 1990s–2000s
How AI abandoned hand-crafted rules, embraced statistical learning from data, and quietly embedded itself in the fabric of everyday life.
The Deep Learning Revolution: 2010s
How neural networks scaled from curiosity to world-changing technology in a single decade — AlexNet, AlphaGo, and the Transformer.
AI in Everyday Life: How a Half-Century of Research Took Up Residence in Our Pockets
Search engines, spam filters, voice assistants, and recommendation systems — the invisible infrastructure of machine intelligence in daily life.
ImageNet & the GPU Revolution
How a dataset of fourteen million images and a gaming chip changed the trajectory of artificial intelligence.
Speech Recognition & NLP Breakthroughs
How machines learned to hear, understand, and speak the language of humans.
Transformers & the GPT Architecture
How eight researchers and one equation remade the architecture of artificial intelligence.
AI in Healthcare & Science
How machine learning entered the clinic, the laboratory, and the foundations of science itself.
AI in Gaming
From Shannon's paper king to AlphaZero: how the pursuit of game mastery drove seventy years of AI breakthroughs.
The Rise of Generative AI
From GANs and diffusion models to DALL·E, Stable Diffusion, and the automation of creativity.
Ethics, Bias, and Regulation
How societies are confronting the fairness, transparency, and governance challenges of the AI age.
AI in Society & Culture
How artificial intelligence is reshaping art, media, memory, and what it means to be human.
AI in Industry
Finance, logistics, manufacturing — how AI is restructuring the economy and the nature of work.
AI in Creativity
Art, writing, design — the uneasy and productive collaboration between human and machine imagination.
AI in Education & Research
Tutoring systems, knowledge discovery, and the transformation of how humans learn and investigate.
AI and the Philosophy of Mind
Consciousness, intelligence, and the Chinese Room — the questions AI forces us to ask about ourselves.
AI Governance & Global Policy
Regulation, international competition, and the race to govern a technology that respects no borders.
Future Scenarios
Utopian visions and existential risks — the spectrum of possibilities that AI opens for humanity.
From Myth to Modern Reality
From bronze giants to transformers — tying mythology, history, and modern breakthroughs into one story.
Scientist Profiles
In-depth portraits of the researchers, engineers, and visionaries who built the field of artificial intelligence.
Ada Lovelace
The first programmer, a century before computers existed. How a 19th-century mathematician envisioned machines that could do more than calculate.
Alan Turing
The man who asked 'Can machines think?' — his wartime codebreaking, the Turing Test, and his tragic end.
Claude Shannon
The father of information theory — the mathematical framework that made digital communication, computers, and AI possible.
John von Neumann
The architect of modern computer design whose stored-program concept made general-purpose computing — and eventually AI — possible.
Norbert Wiener
The originator of cybernetics, whose ideas about feedback, control, and communication in machines and animals laid the groundwork for AI and robotics alike.
John McCarthy
The man who named artificial intelligence, invented Lisp, and spent fifty years insisting that machines could — and should — be made to reason.
Marvin Minsky
The co-founder of MIT's AI Lab who built the first neural network machine, then spent decades arguing that intelligence was a society of simple, mindless agents.
Geoffrey Hinton
The Godfather of Deep Learning — decades of perseverance on neural networks, the ImageNet breakthrough, and his dramatic departure from Google.
Yann LeCun
The inventor of convolutional neural networks, champion of self-supervised learning, and Meta's Chief AI Scientist with a distinctly contrarian voice.
Yoshua Bengio
The quiet architect of deep learning's theoretical foundations, and the most prominent AI scientist to have embraced the cause of existential safety.
Ian Goodfellow
The researcher who invented Generative Adversarial Networks in a single evening — and changed the course of generative AI forever.
Fei-Fei Li
The creator of ImageNet, the dataset that sparked the deep learning revolution, and a leading voice for human-centered AI.
Andrew Ng
From Google Brain to Coursera to landing.ai — how one researcher helped democratize AI education and industrialize machine learning.
Demis Hassabis
The chess prodigy, game designer, and neuroscientist who founded DeepMind and built AlphaGo, AlphaFold, and one of the world's most respected AI labs.
Ilya Sutskever
The quiet genius behind GPT — co-founder of OpenAI, architect of some of its most important research, and a pivotal figure in the dramatic boardroom crisis of 2023.
Andrej Karpathy
The educator-engineer who made deep learning accessible to millions, built Tesla's Autopilot vision system, and became one of AI's most influential communicators.
Sam Altman
From Y Combinator president to OpenAI CEO — the story of the man steering the most prominent AI company in the world through historic breakthroughs and boardroom drama.
Jensen Huang
The Nvidia founder who spent decades building the hardware nobody thought was central to AI — until suddenly it was the most important company in the world.
Larry Page & Sergey Brin
How the two Stanford PhD students who built a search engine quietly turned Google into one of the most powerful AI research organizations on the planet.
Elon Musk
Co-founder of OpenAI, founder of xAI, and one of AI's most vocal — and contradictory — public figures. His complicated, outsized role in AI's trajectory.
Timnit Gebru
The AI ethics researcher whose firing from Google sparked a global debate about bias, accountability, and who gets to shape the future of AI.
Stuart Russell
The Berkeley professor and AI textbook author who became one of the loudest voices warning about misaligned AI — and proposing concrete solutions.
Nick Bostrom
The Oxford philosopher who put superintelligence on the mainstream map with his 2014 book — and the ideas that now influence AI labs, governments, and billionaires.