The Archive
Every series, every track, every chapter — organized, indexed, and ready for exploration. Browse by series to follow a structured arc, or scroll the full timeline to discover across boundaries.
Minds & Machines
The Story of AI
Artificial Life: The Ancient Dream of Thinking Machines
From bronze giants to clockwork wonders — before computers, the dream of artificial life lived in the human imagination for thousands of years.
First AI Winter: When the Machine Intelligence Dream Crashed
Funding collapsed, groups dissolved, careers redirected. The full narrative of AI's first great crisis, told through the people who watched the dream crash.
Expert Systems: When AI Learned to Be a Specialist
How expert systems made AI commercially viable — from DENDRAL and MYCIN to XCON, and what the approach revealed about the nature of expertise itself.
Japan's Fifth Generation: The Billion-Dollar Bet on AI
Japan's Fifth Generation Computer Project alarmed the world, spent a decade at ICOT, and quietly failed. The most audacious national AI programme in history.
Second AI Winter: How the Machine Learning Dream Froze Again
AI's second great contraction — the fall of expert systems, LISP machines, and DARPA funding, and the neural network underground that kept the faith.
Deep Learning Pioneers: How Hinton, LeCun & Bengio Went Underground
Hinton, LeCun, and Bengio during the years neural networks were marginalised — the decades of intellectual courage that kept the research programme alive.
Deep Learning Revolution: The Rise of the Thinking Machine
The deep learning revolution from AlexNet to the Transformer — a cascade of breakthroughs where each advance enabled the next. The fastest AI revolution ever.
Transformer Revolution: How Attention Changed Everything in AI
Why self-attention was the right idea, how it enabled pre-training, and why scaling produced unexpected capabilities. The architecture behind every LLM.
Automata History: The Clockwork Wonders That Dreamed of Life
European craftsmen built mechanical marvels that walked, wrote and played music. The automata era and the question it forced the world to ask.
Can Machines Think: The Philosophers Who Dared Ask
Leibniz dreamed of a calculus of thought, Pascal built the first calculator, Descartes asked if mechanism had limits — questions we still wrestle with.
Ada Lovelace's Algorithm: The First Computer Program Ever Written
She wrote the world's first computer program in 1843. A deep dive into Ada Lovelace's Notes on the Analytical Engine and the Bernoulli number algorithm.
Alan Turing: The Man Who Imagined Machine Intelligence
From the Turing Machine to Bletchley Park to morphogenesis — how one mind laid the conceptual foundations of an entire civilisation's technology.
Dartmouth Conference 1956: How AI Got Its Name
The 1956 Dartmouth Conference — who was in the room, what they argued about, what they got wrong, and how one summer gave AI its name and its overconfidence.
First AI Programs: How Machines Learned to Play Games
When Samuel's checkers program beat its creator and every demo felt like proof that general machine intelligence was just around the corner.
ELIZA Chatbot: The Illusion of Machine Understanding
What ELIZA revealed about human psychology, language, and the gap between the appearance of understanding and its reality — questions urgent in the age of LLMs.
AI Optimism Era: When Machines Promised to Solve Everything
The AI optimists of the 1960s believed machine intelligence was years away. They were right about the destination, spectacularly wrong about the distance.
Ada Lovelace: The World's First Computer Programmer
She wrote the world's first computer program in 1843 for a machine that didn't exist yet. Then history forgot her for a hundred years.
Frank Rosenblatt: The Forgotten Father of Neural Networks
He built the Perceptron — the first learning machine. Minsky called it a dead end. History proved Rosenblatt right. The most underrated figure in AI history.
Geoffrey Hinton: The Godfather of Deep Learning
He kept working on neural networks when everyone said it was dead. He built deep learning. Then he quit Google to warn the world he feared what he had built.
Yann LeCun: The Visionary Behind Convolutional Neural Networks
He invented convolutional neural networks and became Meta's AI architect. The most argumentative Godfather of Deep Learning — and why he's usually right.
Yoshua Bengio: The Conscience of Artificial Intelligence
Third Godfather of Deep Learning — foundational work on attention and generative models, and his evolution into AI's most prominent voice for safety and ethics.
Jürgen Schmidhuber: The Angry Genius Behind LSTM
He invented LSTM — the architecture behind speech recognition and translation. He argues he deserves more credit. Why he might be right, and why it's hard.
Fei-Fei Li ImageNet: The Woman Who Taught Machines to See
She assembled fourteen million labelled images when everyone said no, built ImageNet, and enabled the deep learning revolution. The portrait of its creator.
Alan Turing: How the Father of Computing Invented the Future
He broke the Nazi's unbreakable code, designed the modern computer, asked whether machines could think — then was destroyed by the country he saved.
John von Neumann: The Architect Behind Modern Computing
He spoke eight languages, memorized entire books, and designed the architecture every computer still uses today. The astonishing life of von Neumann.
Norbert Wiener: The Father of Cybernetics and Modern Computing
He invented cybernetics and warned about automation destroying human labour — in 1950. The forgotten genius who saw everything coming and nobody listened.
Claude Shannon: The Father of Information Theory & AI
In 1948 a Bell Labs engineer published a paper that gave the entire digital age its mathematical foundation. He then built juggling robots and rode a unicycle.
John McCarthy: The Man Who Named Artificial Intelligence
He organised Dartmouth, coined 'artificial intelligence', invented LISP, and founded Stanford AI Lab. The complicated legacy of the man who gave AI its name.
Marvin Minsky: The Brilliant AI Optimist Who Got It Wrong
His towering influence on early AI, his overconfident predictions, the devastating Perceptrons critique, and the Society of Mind. AI's most complex figure.
Newell & Simon: Pioneers of Early Artificial Intelligence
The Logic Theorist, the General Problem Solver, the cognitive revolution, and a Nobel Prize. The most consequential scientific partnership in AI history.
Joseph Weizenbaum: The Creator of ELIZA Who Regretted It
He built the first chatbot to show how shallow conversation was — and watched in horror as people fell in love with it. The prophet of AI ethics nobody heard.
Dartmouth Conference 1956: Where Artificial Intelligence Was Born
In the summer of 1956, ten men gathered at Dartmouth and gave a name to the dream of thinking machines. The week Artificial Intelligence was born.
Backpropagation 1986: The Algorithm That Refused to Die
Backpropagation was discovered three times before anyone noticed. The story of the algorithm at the heart of modern AI and the 1986 paper that changed AI.
Deep Blue vs Kasparov 1997: The Chess Match the World Watched
In 1997, a machine defeated the world chess champion. The match that divided history, the controversy, and what it meant for AI.
Netflix Prize 2006: How Crowd-Sourced ML Beat the Experts
In 2006 Netflix offered $1M to anyone who could improve its recommendation algorithm by 10%. Three years of innovation, and a solution Netflix never deployed.
ImageNet 2009: The Dataset That Taught Machines to See
How Fei-Fei Li built the most important dataset in AI history and the benchmark that made the deep learning revolution possible. The story of ImageNet.
AlexNet 2012: The Deep Learning Breakthrough Nobody Saw Coming
In 2012, a deep network trained on two gaming GPUs shocked the computer vision world with a 10-point improvement. The starting gun of the modern AI era.
Transformer 2017: How Attention Is All You Need Changed AI
In 2017, a Google Brain team asked 'what if attention is all you need?' and built an architecture that became the foundation for every large language model.
Turing Test 1950: The Question of Machine Thinking Unanswered
In 1950, a mathematician asked 'can machines think?' and proposed a test. The test sparked a debate. Seventy-five years later, the debate has not ended.
Logic Theorist 1956: The First Artificial Intelligence Program
In 1955, a program proved a mathematical theorem for the first time. Its creators believed they had cracked intelligence. The story of the first AI program.
ELIZA Chatbot 1966: The Program That Made People Cry
In 1966 a pattern-matching program became the world's first chatbot. People told it secrets and begged not to have it turned off. Its creator was horrified.
Lighthill Report 1973: The Document That Killed AI Funding
In 1973, mathematician James Lighthill wrote a review so devastating it caused governments to pull AI funding, sending the field into its first winter.
First AI Winter 1974–1980: The Great Disillusionment
The funding cuts, disbanded groups, and stubborn few who kept working through AI's first collapse — and how it shaped everything that came after.
Expert Systems 1980: How Artificial Intelligence Got Its First Job
How MYCIN, XCON, and corporate AI systems made real money by going narrow — AI's first commercial era and the seeds of its second collapse.
Fifth Generation Computer 1982: Japan's Billion-Dollar AI Gamble
Japan's audacious ten-year programme to build AI computers triggered global panic — then quietly failed. A tale of ambition, geopolitics, and misadventure.
Second AI Winter 1987–1993: When Machine Learning Froze Again
The expert systems boom collapsed, LISP machines imploded, and AI contracted for the second time — while neural network pioneers kept the flame alive.
An immersive 75-article deep-dive into the full history of Artificial Intelligence — from the ancient myths of mechanical life to the large language models reshaping the world today. Written for a general audience with no technical background, each article is approximately 8,000 words of narrative, immersive, story-driven history.
Full Publication Timeline
All published chapters sorted by date, newest first.
Artificial Life: The Ancient Dream of Thinking Machines
From bronze giants to clockwork wonders — before computers, the dream of artificial life lived in the human imagination for thousands of years.
Deep Learning Revolution: The Rise of the Thinking Machine
The deep learning revolution from AlexNet to the Transformer — a cascade of breakthroughs where each advance enabled the next. The fastest AI revolution ever.
Transformer Revolution: How Attention Changed Everything in AI
Why self-attention was the right idea, how it enabled pre-training, and why scaling produced unexpected capabilities. The architecture behind every LLM.
Transformer 2017: How Attention Is All You Need Changed AI
In 2017, a Google Brain team asked 'what if attention is all you need?' and built an architecture that became the foundation for every large language model.
Fei-Fei Li ImageNet: The Woman Who Taught Machines to See
She assembled fourteen million labelled images when everyone said no, built ImageNet, and enabled the deep learning revolution. The portrait of its creator.
First AI Winter: When the Machine Intelligence Dream Crashed
Funding collapsed, groups dissolved, careers redirected. The full narrative of AI's first great crisis, told through the people who watched the dream crash.
Expert Systems: When AI Learned to Be a Specialist
How expert systems made AI commercially viable — from DENDRAL and MYCIN to XCON, and what the approach revealed about the nature of expertise itself.
Japan's Fifth Generation: The Billion-Dollar Bet on AI
Japan's Fifth Generation Computer Project alarmed the world, spent a decade at ICOT, and quietly failed. The most audacious national AI programme in history.
Second AI Winter: How the Machine Learning Dream Froze Again
AI's second great contraction — the fall of expert systems, LISP machines, and DARPA funding, and the neural network underground that kept the faith.
Deep Learning Pioneers: How Hinton, LeCun & Bengio Went Underground
Hinton, LeCun, and Bengio during the years neural networks were marginalised — the decades of intellectual courage that kept the research programme alive.
First AI Programs: How Machines Learned to Play Games
When Samuel's checkers program beat its creator and every demo felt like proof that general machine intelligence was just around the corner.
ELIZA Chatbot: The Illusion of Machine Understanding
What ELIZA revealed about human psychology, language, and the gap between the appearance of understanding and its reality — questions urgent in the age of LLMs.
AI Optimism Era: When Machines Promised to Solve Everything
The AI optimists of the 1960s believed machine intelligence was years away. They were right about the destination, spectacularly wrong about the distance.
Backpropagation 1986: The Algorithm That Refused to Die
Backpropagation was discovered three times before anyone noticed. The story of the algorithm at the heart of modern AI and the 1986 paper that changed AI.
Deep Blue vs Kasparov 1997: The Chess Match the World Watched
In 1997, a machine defeated the world chess champion. The match that divided history, the controversy, and what it meant for AI.
Netflix Prize 2006: How Crowd-Sourced ML Beat the Experts
In 2006 Netflix offered $1M to anyone who could improve its recommendation algorithm by 10%. Three years of innovation, and a solution Netflix never deployed.
ImageNet 2009: The Dataset That Taught Machines to See
How Fei-Fei Li built the most important dataset in AI history and the benchmark that made the deep learning revolution possible. The story of ImageNet.
AlexNet 2012: The Deep Learning Breakthrough Nobody Saw Coming
In 2012, a deep network trained on two gaming GPUs shocked the computer vision world with a 10-point improvement. The starting gun of the modern AI era.
First AI Winter 1974–1980: The Great Disillusionment
The funding cuts, disbanded groups, and stubborn few who kept working through AI's first collapse — and how it shaped everything that came after.
Expert Systems 1980: How Artificial Intelligence Got Its First Job
How MYCIN, XCON, and corporate AI systems made real money by going narrow — AI's first commercial era and the seeds of its second collapse.
Fifth Generation Computer 1982: Japan's Billion-Dollar AI Gamble
Japan's audacious ten-year programme to build AI computers triggered global panic — then quietly failed. A tale of ambition, geopolitics, and misadventure.
Second AI Winter 1987–1993: When Machine Learning Froze Again
The expert systems boom collapsed, LISP machines imploded, and AI contracted for the second time — while neural network pioneers kept the flame alive.
Frank Rosenblatt: The Forgotten Father of Neural Networks
He built the Perceptron — the first learning machine. Minsky called it a dead end. History proved Rosenblatt right. The most underrated figure in AI history.
Geoffrey Hinton: The Godfather of Deep Learning
He kept working on neural networks when everyone said it was dead. He built deep learning. Then he quit Google to warn the world he feared what he had built.
Yann LeCun: The Visionary Behind Convolutional Neural Networks
He invented convolutional neural networks and became Meta's AI architect. The most argumentative Godfather of Deep Learning — and why he's usually right.
Yoshua Bengio: The Conscience of Artificial Intelligence
Third Godfather of Deep Learning — foundational work on attention and generative models, and his evolution into AI's most prominent voice for safety and ethics.
Jürgen Schmidhuber: The Angry Genius Behind LSTM
He invented LSTM — the architecture behind speech recognition and translation. He argues he deserves more credit. Why he might be right, and why it's hard.
John McCarthy: The Man Who Named Artificial Intelligence
He organised Dartmouth, coined 'artificial intelligence', invented LISP, and founded Stanford AI Lab. The complicated legacy of the man who gave AI its name.
Marvin Minsky: The Brilliant AI Optimist Who Got It Wrong
His towering influence on early AI, his overconfident predictions, the devastating Perceptrons critique, and the Society of Mind. AI's most complex figure.
Newell & Simon: Pioneers of Early Artificial Intelligence
The Logic Theorist, the General Problem Solver, the cognitive revolution, and a Nobel Prize. The most consequential scientific partnership in AI history.
Joseph Weizenbaum: The Creator of ELIZA Who Regretted It
He built the first chatbot to show how shallow conversation was — and watched in horror as people fell in love with it. The prophet of AI ethics nobody heard.
Ada Lovelace's Algorithm: The First Computer Program Ever Written
She wrote the world's first computer program in 1843. A deep dive into Ada Lovelace's Notes on the Analytical Engine and the Bernoulli number algorithm.
Alan Turing: The Man Who Imagined Machine Intelligence
From the Turing Machine to Bletchley Park to morphogenesis — how one mind laid the conceptual foundations of an entire civilisation's technology.
Dartmouth Conference 1956: How AI Got Its Name
The 1956 Dartmouth Conference — who was in the room, what they argued about, what they got wrong, and how one summer gave AI its name and its overconfidence.
ELIZA Chatbot 1966: The Program That Made People Cry
In 1966 a pattern-matching program became the world's first chatbot. People told it secrets and begged not to have it turned off. Its creator was horrified.
Lighthill Report 1973: The Document That Killed AI Funding
In 1973, mathematician James Lighthill wrote a review so devastating it caused governments to pull AI funding, sending the field into its first winter.
Norbert Wiener: The Father of Cybernetics and Modern Computing
He invented cybernetics and warned about automation destroying human labour — in 1950. The forgotten genius who saw everything coming and nobody listened.
Claude Shannon: The Father of Information Theory & AI
In 1948 a Bell Labs engineer published a paper that gave the entire digital age its mathematical foundation. He then built juggling robots and rode a unicycle.
Logic Theorist 1956: The First Artificial Intelligence Program
In 1955, a program proved a mathematical theorem for the first time. Its creators believed they had cracked intelligence. The story of the first AI program.
John von Neumann: The Architect Behind Modern Computing
He spoke eight languages, memorized entire books, and designed the architecture every computer still uses today. The astonishing life of von Neumann.
Can Machines Think: The Philosophers Who Dared Ask
Leibniz dreamed of a calculus of thought, Pascal built the first calculator, Descartes asked if mechanism had limits — questions we still wrestle with.
Turing Test 1950: The Question of Machine Thinking Unanswered
In 1950, a mathematician asked 'can machines think?' and proposed a test. The test sparked a debate. Seventy-five years later, the debate has not ended.
Alan Turing: How the Father of Computing Invented the Future
He broke the Nazi's unbreakable code, designed the modern computer, asked whether machines could think — then was destroyed by the country he saved.
Automata History: The Clockwork Wonders That Dreamed of Life
European craftsmen built mechanical marvels that walked, wrote and played music. The automata era and the question it forced the world to ask.
Dartmouth Conference 1956: Where Artificial Intelligence Was Born
In the summer of 1956, ten men gathered at Dartmouth and gave a name to the dream of thinking machines. The week Artificial Intelligence was born.
Ada Lovelace: The World's First Computer Programmer
She wrote the world's first computer program in 1843 for a machine that didn't exist yet. Then history forgot her for a hundred years.