Archive
September 2026
- Learning by reward
How reinforcement learning works: a program gets a score instead of correct answers, and the score can teach the wrong lesson.
- 9min read
- 10min listen
- 29questions
- Learning with no one to mark the answers
How machines learn from data nobody has labelled, by sorting it into groups, compressing it, and predicting the parts that were hidden from them.
- 8min read
- 11min listen
- 26questions
- How much is a surprise worth?
Claude Shannon measured information by how surprising a message is. The same measure explains file compression and how language models are trained.
- 9min read
- 11min listen
- 31questions
- Changing your mind by the numbers
Bayes’ rule says how far new evidence should move a belief, and why a positive test for a rare disease often means less than it seems.
- 9min read
- 10min listen
- 28questions
- Thinking in lists of numbers
Vectors and matrices: how a photo, a word or a film becomes a list of numbers, and how search, recommendations and neural networks compare them.
- 8min read
- 10min listen
- 29questions
- When famous findings fall apart
Many celebrated psychology results shrank or vanished when other scientists repeated the studies. Why that happened, and what the field changed.
- 9min read
- 11min listen
- 30questions
- What really happened in the Stanford prison
In 1971 Philip Zimbardo ran a mock prison in a Stanford basement and stopped it after six days. What he concluded, and what the archives showed in 2018.
- 8min read
- 11min listen
- 27questions
- The two speeds of thought
Why a quick answer can feel certain and still be wrong, what careful thinking costs, and when a gut feeling can be trusted.
- 9min read
- 11min listen
- 31questions
- Why prices rise
What inflation is, how it is measured, what pushes prices up, and why central banks aim for 2 per cent a year instead of zero.
- 8min read
- 11min listen
- 30questions
- How soap cleans
A soap molecule holds water at one end and grease at the other. That is how it lifts oil off a plate, and how it breaks some viruses apart.
- 7min read
- 10min listen
- 26questions
- The search for a steady beat
From sundials and water clocks to quartz and caesium: how each clock counts something that repeats, and why the second is now defined by an atom.
- 9min read
- 10min listen
- 31questions
- How animals find their way
How birds, sea turtles, salmon and desert ants find one particular place, using the sun, the stars, the Earth’s magnetic field and smell.
- 8min read
- 11min listen
- 29questions
- How habits work
Why a habit is set off by a place or a cue and not by an intention, how long one takes to form, and what helps to change one.
- 8min read
- 10min listen
- 27questions
- Secret codes
How ciphers work, how counting letters broke them for centuries, and why modern encryption depends on a key and on maths that is hard to reverse.
- 8min read
- 11min listen
- 29questions
- Transformers
The design behind chat assistants: how text becomes numbers, how each word is weighed against every other, and why a fluent reply can still be false.
- 9min read
- 9min listen
- 30questions
- Deep learning
How a neural network learns to recognise pictures from examples instead of written rules, why that took decades to work, and where it still fails.
- 8min read
- 10min listen
- 33questions
- The bitter lesson
Rich Sutton’s 2019 argument that AI methods which use more computing keep beating methods built on human expertise, and what his critics reply.
- 7min read
- 10min listen
- 24questions
- The medium is the message
Marshall McLuhan’s claim that the way a message reaches us shapes us more than the message does, and the main objections to it.
- 8min read
- 11min listen
- 27questions
- Ibn al-Haytham
The eleventh-century scholar who showed that we see by light entering the eye, and who made experiment the test of a theory in optics.
- 8min read
- 10min listen
- 25questions
- The testing effect
Recalling an answer from memory strengthens it more than reading it again, so a quiz can teach as well as check.
- 6min read
- 9min listen
- 21questions
- Spaced repetition
The same hours of study last far longer spread out than done in one go. Why the gaps help, and how a review schedule sets them.
- 7min read
- 8min listen
- 20questions
June 2026
- Media & persuasion
How news is chosen and worded, how persuasion and propaganda work on us, how numbers mislead, and why checking before you share matters.
- 9min read
- 11min listen
- 31questions
- Knowing the past
How we know what happened before anyone alive was born, from sources and how they are tested to Ibn Khaldūn’s rule for catching the impossible.
- 9min read
- 10min listen
- 28questions
- People & places
Why nearly all Egyptians live on a twentieth of Egypt, what sets a population growing, and why every map of the world is a little wrong.
- 9min read
- 10min listen
- 36questions
- Cities & civilization
Why cities appeared, what holds them together, and Ibn Khaldūn’s account of why the families that rule them rise and fall.
- 8min read
- 10min listen
- 30questions
- Money & trade
Why a slip of printed paper buys a week’s food, how one number tells millions of strangers what to do, and what the market inspector was for.
- 9min read
- 10min listen
- 32questions
- Culture & language
What a culture is, how it is passed on and borrowed, and how language, spoken and written, carries it.
- 9min read
- 11min listen
- 35questions
- Living together
The unwritten rules, the positions and the ties that turn a crowd of strangers into a society, and how a newborn becomes one of its members.
- 9min read
- 10min listen
- 31questions
- Emotion and motivation
Why a pounding heart can mean dread or delight, what a threat that never ends does to the body, and how a prize can spoil a pleasure.
- 9min read
- 10min listen
- 32questions
- Attention, sleep & consciousness
Why half of us miss a gorilla in plain view, what sets the clock that makes you sleepy, and what a night of sleep does in ninety-minute rounds.
- 9min read
- 10min listen
- 35questions
- How memory works
Why a name can sit on the tip of your tongue, why a vivid memory can be wrong, and what makes learning stick.
- 9min read
- 10min listen
- 36questions
- Carbon chemistry
How one element makes diamond and pencil lead, fuels, alcohols and plastics, and the molecules of every living thing.
- 8min read
- 10min listen
- 30questions
- Metals and materials
Why gold is found as nuggets and aluminium never is, why a little carbon turns soft iron into steel, and why a block of zinc keeps a ship from rusting.
- 9min read
- 10min listen
- 32questions
- Mixtures and separating
Why no filter paper can take the salt out of sea water, and the handful of methods, from a salt pan to a still, that can.
- 9min read
- 10min listen
- 34questions
- Acids and bases
What makes something an acid or a base, how the pH scale ranks them, and what happens when the two meet.
- 8min read
- 10min listen
- 34questions
- Fire and energy
Where the heat of a fire comes from, why a match has to be struck, and why water saves a campfire but turns a pan of burning oil into a fireball.
- 9min read
- 10min listen
- 31questions
- Chemical reactions
What a chemical reaction does to atoms, where a burnt log’s mass goes, what decides how fast a reaction runs, and how a catalyst speeds one up without being used up.
- 7min read
- 10min listen
- 28questions
- How atoms bond
Why atoms bond, the three ways they do it (giving, sharing and pooling electrons), and why salt shatters, copper bends and sugar melts on a stove.
- 7min read
- 10min listen
- 29questions
- Atoms and elements
What an atom is made of, why the number of protons decides the element, where the elements were made, and how radioactive decay can date a bone.
- 9min read
- 11min listen
- 36questions
- Ecosystems
Food chains and webs, the flow of energy, the cycles of carbon and water, and what follows when one species goes missing.
- 8min read
- 9min listen
- 29questions
- Food and fuel
Why food has to be taken apart before you can use it, why the stomach does not digest itself, and where in a cell the energy of a meal is finally released.
- 8min read
- 11min listen
- 32questions
- Blood and breath
How the heart, blood and lungs carry oxygen to every cell, and how Ibn al-Nafīs worked out the route blood takes through the lungs.
- 8min read
- 10min listen
- 28questions
- How plants live
Where a tree’s wood comes from, how water climbs a hundred metres with no pump, and why a cherry is sweet.
- 8min read
- 10min listen
- 31questions
- Microbes and viruses
The few microbes that make us ill, the many that keep us alive, and why an antibiotic that cures a throat infection can do nothing for a cold.
- 9min read
- 11min listen
- 35questions
- Natural selection
Why the moths of a smoky city turned dark, why antibiotics stop working, and how farmers made wheat out of a wild grass.
- 9min read
- 10min listen
- 30questions
- DNA and genes
How four chemical letters hold the instructions for a body, how DNA copies itself, and how a gene becomes a protein.
- 8min read
- 10min listen
- 31questions
- Electricity
Charge, current, voltage and resistance, from static on a doorknob to the circuits in a house, and why a bird can sit safely on a power line.
- 9min read
- 11min listen
- 31questions
- How things move
Speed, velocity and acceleration, how Galileo timed a fall, what an astronaut’s hammer and feather did on the Moon, and why steady motion cannot be felt.
- 8min read
- 11min listen
- 30questions