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Minds & Machines: The Story of AI

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.

75 Total Articles

600,000 Approx Words

3 per week (one per track) Release Cadence

3 Tracks / Eras

Browse the Article Index View Latest Chapter →

Live Series Status

Actively Releasing

46 of 75 chapters published 61%

📰

Articles

Narrative era overviews & thematic deep dives

16/25 published

🧠

Profiles

Biographical portraits of key figures

15/25 published

⚡

Events

Deep dives into landmark moments

15/25 published

MILESTONE TIMELINE

Key Moments in Minds & Machines

Click any node to explore the chapter covering that era.

📰 Ancient – 1850

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.

📰 1973 – 1980

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.

A10

📰 1975 – 1990

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.

A11

📰 1981 – 1992

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.

A12

📰 1987 – 1997

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.

A13

📰 1987 – 2006

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.

A14

📰 2012 – 2023

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.

A15

📰 2017 – 2025

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.

A16

📰 1600 – 1800

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.

📰 1600 – 1950

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.

📰 1800 – 1850

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.

📰 1930 – 1954

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.

📰 1956

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.

📰 1950 – 1997

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.

📰 1966 – 1980

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.

📰 1960 – 1974

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.

⚡ 1956

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.

⚡ 1974-1986

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.

E10

⚡ 1996-1997

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.

E11

⚡ 2006-2009

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.

E12

⚡ 2006-2012

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.

E13

⚡ 2012

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.

E14

⚡ 2017

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.

E15

⚡ 1950

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.

⚡ 1955-1956

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.

⚡ 1964-1966

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.

⚡ 1973

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.

⚡ 1974-1980

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.

⚡ 1980-1987

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.

⚡ 1982-1992

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.

⚡ 1987-1993

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.

🧠 1815-1852

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.

🧠 1928-1971

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.

P10

🧠 1947-

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.

P11

🧠 1960-

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.

P12

🧠 1964-

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.

P13

🧠 1963-

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.

P14

🧠 1975-

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.

P15

🧠 1912-1954

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.

🧠 1903-1957

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.

🧠 1894-1964

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.

🧠 1916-2001

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.

🧠 1927-2011

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.

🧠 1927-2016

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.

🧠 1916-2001 / 1927-1992

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.

🧠 1923-2008

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.

Release Log

Track published and upcoming chapters

A1 📰 Artificial Life: The Ancient Dream of Thinking Machines ✅ Published May 27, 2026

A10 📰 First AI Winter: When the Machine Intelligence Dream Crashed ✅ Published Apr 19, 2026

A11 📰 Expert Systems: When AI Learned to Be a Specialist ✅ Published Apr 19, 2026

A12 📰 Japan's Fifth Generation: The Billion-Dollar Bet on AI ✅ Published Apr 19, 2026

A13 📰 Second AI Winter: How the Machine Learning Dream Froze Again ✅ Published Apr 19, 2026

A14 📰 Deep Learning Pioneers: How Hinton, LeCun & Bengio Went Underground ✅ Published Apr 19, 2026

A15 📰 Deep Learning Revolution: The Rise of the Thinking Machine ✅ Published Apr 26, 2026

A16 📰 Transformer Revolution: How Attention Changed Everything in AI ✅ Published Apr 26, 2026

A2 📰 Automata History: The Clockwork Wonders That Dreamed of Life ✅ Published Apr 4, 2026

A3 📰 Can Machines Think: The Philosophers Who Dared Ask ✅ Published Apr 11, 2026

A4 📰 Ada Lovelace's Algorithm: The First Computer Program Ever Written ✅ Published Apr 18, 2026

A5 📰 Alan Turing: The Man Who Imagined Machine Intelligence ✅ Published Apr 18, 2026

A6 📰 Dartmouth Conference 1956: How AI Got Its Name ✅ Published Apr 18, 2026

A7 📰 First AI Programs: How Machines Learned to Play Games ✅ Published Apr 19, 2026

A8 📰 ELIZA Chatbot: The Illusion of Machine Understanding ✅ Published Apr 19, 2026

A9 📰 AI Optimism Era: When Machines Promised to Solve Everything ✅ Published Apr 19, 2026

E1 ⚡ Dartmouth Conference 1956: Where Artificial Intelligence Was Born ✅ Published Mar 28, 2026

E10 ⚡ Backpropagation 1986: The Algorithm That Refused to Die ✅ Published Apr 19, 2026

E11 ⚡ Deep Blue vs Kasparov 1997: The Chess Match the World Watched ✅ Published Apr 19, 2026

E12 ⚡ Netflix Prize 2006: How Crowd-Sourced ML Beat the Experts ✅ Published Apr 19, 2026

E13 ⚡ ImageNet 2009: The Dataset That Taught Machines to See ✅ Published Apr 19, 2026

E14 ⚡ AlexNet 2012: The Deep Learning Breakthrough Nobody Saw Coming ✅ Published Apr 19, 2026

E15 ⚡ Transformer 2017: How Attention Is All You Need Changed AI ✅ Published Apr 26, 2026

E2 ⚡ Turing Test 1950: The Question of Machine Thinking Unanswered ✅ Published Apr 6, 2026

E3 ⚡ Logic Theorist 1956: The First Artificial Intelligence Program ✅ Published Apr 13, 2026

E4 ⚡ ELIZA Chatbot 1966: The Program That Made People Cry ✅ Published Apr 18, 2026

E5 ⚡ Lighthill Report 1973: The Document That Killed AI Funding ✅ Published Apr 18, 2026

E6 ⚡ First AI Winter 1974–1980: The Great Disillusionment ✅ Published Apr 19, 2026

E7 ⚡ Expert Systems 1980: How Artificial Intelligence Got Its First Job ✅ Published Apr 19, 2026

E8 ⚡ Fifth Generation Computer 1982: Japan's Billion-Dollar AI Gamble ✅ Published Apr 19, 2026

E9 ⚡ Second AI Winter 1987–1993: When Machine Learning Froze Again ✅ Published Apr 19, 2026

P1 🧠 Ada Lovelace: The World's First Computer Programmer ✅ Published Mar 27, 2026

P10 🧠 Frank Rosenblatt: The Forgotten Father of Neural Networks ✅ Published Apr 19, 2026

P11 🧠 Geoffrey Hinton: The Godfather of Deep Learning ✅ Published Apr 19, 2026

P12 🧠 Yann LeCun: The Visionary Behind Convolutional Neural Networks ✅ Published Apr 19, 2026

P13 🧠 Yoshua Bengio: The Conscience of Artificial Intelligence ✅ Published Apr 19, 2026

P14 🧠 Jürgen Schmidhuber: The Angry Genius Behind LSTM ✅ Published Apr 19, 2026

P15 🧠 Fei-Fei Li ImageNet: The Woman Who Taught Machines to See ✅ Published Apr 26, 2026

P2 🧠 Alan Turing: How the Father of Computing Invented the Future ✅ Published Apr 5, 2026

P3 🧠 John von Neumann: The Architect Behind Modern Computing ✅ Published Apr 12, 2026

P4 🧠 Norbert Wiener: The Father of Cybernetics and Modern Computing ✅ Published Apr 18, 2026

P5 🧠 Claude Shannon: The Father of Information Theory & AI ✅ Published Apr 18, 2026

P6 🧠 John McCarthy: The Man Who Named Artificial Intelligence ✅ Published Apr 19, 2026

P7 🧠 Marvin Minsky: The Brilliant AI Optimist Who Got It Wrong ✅ Published Apr 19, 2026

P8 🧠 Newell & Simon: Pioneers of Early Artificial Intelligence ✅ Published Apr 19, 2026

P9 🧠 Joseph Weizenbaum: The Creator of ELIZA Who Regretted It ✅ Published Apr 19, 2026

The 75-Chapter Blueprint

Explore all chapters across 3 tracks

Minds & Machines: The Story of AI

Live Series Status

Articles

Profiles

Events

Key Moments in Minds & Machines

Artificial Life: The Ancient Dream of Thinking Machines

First AI Winter: When the Machine Intelligence Dream Crashed

Expert Systems: When AI Learned to Be a Specialist

Japan's Fifth Generation: The Billion-Dollar Bet on AI

Second AI Winter: How the Machine Learning Dream Froze Again

Deep Learning Pioneers: How Hinton, LeCun & Bengio Went Underground

Deep Learning Revolution: The Rise of the Thinking Machine

Transformer Revolution: How Attention Changed Everything in AI

Automata History: The Clockwork Wonders That Dreamed of Life

Can Machines Think: The Philosophers Who Dared Ask

Ada Lovelace's Algorithm: The First Computer Program Ever Written

Alan Turing: The Man Who Imagined Machine Intelligence

Dartmouth Conference 1956: How AI Got Its Name

First AI Programs: How Machines Learned to Play Games

ELIZA Chatbot: The Illusion of Machine Understanding

AI Optimism Era: When Machines Promised to Solve Everything

Dartmouth Conference 1956: Where Artificial Intelligence Was Born

Backpropagation 1986: The Algorithm That Refused to Die

Deep Blue vs Kasparov 1997: The Chess Match the World Watched

Netflix Prize 2006: How Crowd-Sourced ML Beat the Experts

ImageNet 2009: The Dataset That Taught Machines to See

AlexNet 2012: The Deep Learning Breakthrough Nobody Saw Coming

Transformer 2017: How Attention Is All You Need Changed AI

Turing Test 1950: The Question of Machine Thinking Unanswered

Logic Theorist 1956: The First Artificial Intelligence Program

ELIZA Chatbot 1966: The Program That Made People Cry

Lighthill Report 1973: The Document That Killed AI Funding

First AI Winter 1974–1980: The Great Disillusionment

Expert Systems 1980: How Artificial Intelligence Got Its First Job

Fifth Generation Computer 1982: Japan's Billion-Dollar AI Gamble

Second AI Winter 1987–1993: When Machine Learning Froze Again

Ada Lovelace: The World's First Computer Programmer

Frank Rosenblatt: The Forgotten Father of Neural Networks

Geoffrey Hinton: The Godfather of Deep Learning

Yann LeCun: The Visionary Behind Convolutional Neural Networks

Yoshua Bengio: The Conscience of Artificial Intelligence

Jürgen Schmidhuber: The Angry Genius Behind LSTM

Fei-Fei Li ImageNet: The Woman Who Taught Machines to See

Alan Turing: How the Father of Computing Invented the Future

John von Neumann: The Architect Behind Modern Computing

Norbert Wiener: The Father of Cybernetics and Modern Computing

Claude Shannon: The Father of Information Theory & AI

John McCarthy: The Man Who Named Artificial Intelligence

Marvin Minsky: The Brilliant AI Optimist Who Got It Wrong

Newell & Simon: Pioneers of Early Artificial Intelligence

Joseph Weizenbaum: The Creator of ELIZA Who Regretted It

Release Log

The 75-Chapter Blueprint

Artificial Life: The Ancient Dream of Thinking Machines

Artificial Life: The Ancient Dream of Thinking Machines

Key Figures

Connected Chapters

Era

Status

First AI Winter: When the Machine Intelligence Dream Crashed

First AI Winter: When the Machine Intelligence Dream Crashed

Key Figures

Connected Chapters

Era

Status

Expert Systems: When AI Learned to Be a Specialist

Expert Systems: When AI Learned to Be a Specialist

Key Figures

Connected Chapters

Era

Status

Japan's Fifth Generation: The Billion-Dollar Bet on AI

Japan's Fifth Generation: The Billion-Dollar Bet on AI

Key Figures

Connected Chapters

Era

Status

Second AI Winter: How the Machine Learning Dream Froze Again

Second AI Winter: How the Machine Learning Dream Froze Again