theSIGNAL SCIENCE
10 October 2026
"Software, like a good story, must know how to behave when everything goes wrong."
Science

Margaret Hamilton, Who Coded the Moon Landing, Dies at 90

The MIT programmer whose software saved Apollo 11 from disaster, and gave the world the term "software engineering," has died.

Picture a photograph from 1969. A woman stands beside a stack of paper taller than she is. That paper is code — the actual printed instructions that would guide two astronauts to the Moon. The woman is Margaret Hamilton, and without her, Apollo 11 might never have landed at all.

Hamilton, who has died aged 90, joined MIT in 1959 almost by accident. She had taken a job there to support her husband through law school, not realizing she would end up leading the team that wrote every line of onboard software for NASA's Apollo missions. "I was the first programmer to join and the first woman they hired," she told the Guardian in 2019. At the time, nobody even had a name for what she was doing.

It was Hamilton herself who coined the term "software engineering," a phrase so ordinary now that it is easy to forget someone had to invent it. Here is the moment that made her famous. Minutes before Armstrong and Aldrin's historic touchdown, an onboard computer suddenly flashed an alarm: overload. Had this happened in a lesser system, the mission might have been aborted.

Photo: Brooke Cagle / Unsplash
Margaret Hamilton stands beside the printed Apollo flight software code, 1969.
Discuss
  • Why do you think the term 'software engineering' did not exist before Hamilton coined it?
  • What does the Apollo 11 computer alarm teach us about designing systems for failure, not just success?
  • Hamilton took her MIT job to support her husband's studies. How do careers sometimes begin by accident?
Science

Your Toast May Carry Forever Chemicals

Could breakfast toast be quietly delivering "forever chemicals"? In Montreal, researchers tested Quebec grocery items for 76 PFAS compounds and found them almost everywhere. Fish, seafood and meat held the highest concentrations. Yet grains, eaten daily across Canada, Brazil and beyond, added up to a surprisingly large total dose. Sébastien Sauvé's team argues that quantity matters as much as concentration. A little contamination, multiplied by many slices of bread, becomes significant exposure.…
  • Does eating less meat actually lower your PFAS exposure overall?
∞
I was the first programmer to join and the first woman they hired.
Margaret Hamilton, in a 2019 interview with The Guardian
Science

Baby Stars Caught in Theia-Like Smashups

Four and a half billion years ago, something slammed into Earth so hard it may have spun off the Moon. Could that violence be ordinary cosmic business? Using the James Webb Space Telescope, astronomer Kate Su and colleagues examined 21 young star systems thick with warm, close-in dust: so-called extreme debris disks. Only about 1% of young stars show this stage, suggesting our solar system's own brutal youth was rare, but not unique. Studying these dusty aftermaths lets scientists reconstruct how rocky worlds like ours get built.…
  • Could Earth's violent origin actually be a common planetary rite of passage?
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theSIGNAL IN THE LAB
1VOCABULARY
onboard softwarecoined the term
touchdownanticipatedunsung women
forever chemicalsdebris disks
2GRAMMAR FOCUS
Dependent prepositions — verb/adjective + preposition patterns
Many verbs and adjectives are followed by a fixed preposition (e.g. depend on, consist of, responsible for). These combinations must be learned together since there is no single rule.
of · for · on · with · to · in · at
  1. Margaret Hamilton was responsible writing the onboard software for Apollo 11.
  2. Nobody had anticipated that the computer would suddenly flash an alarm the final minutes before landing.
  3. Hamilton's team consisted a small group of programmers who essentially invented their own field.
  4. The lunar module's software was capable prioritizing urgent tasks instantly during the overload.
  5. Sébastien Sauvé's research team focused measuring PFAS levels in everyday grocery items.
  6. The total dose of forever chemicals depends both concentration and the quantity consumed.
3COLLOCATIONS
Match the verb on the left with the noun phrase it best collocates with on the right.
  1. coin
  2. abort
  3. anticipate
  4. award
  5. reconstruct
4CRITICAL THINKING
The article on PFAS suggests that small, repeated exposures can add up to something significant. Where else in life — health, finance, environment — do tiny, overlooked quantities accumulate into major consequences? Is our instinct to focus on concentration rather than volume a kind of blind spot?
5CREATIVE · HEADLINES
Write a headline for the top story in each of the following styles. One line each, no explanation:
  • TABLOID NEWSPAPER
  • LUXURY MAGAZINE
  • ACTIVIST BLOG
6WRITING
Imagine you are writing Margaret Hamilton's obituary for a science magazine, but you can only mention her achievements through a conversation between two astronauts aboard a future mission. Write that dialogue in 6-8 lines.
7DEGREES OF EXTREMITY
Complete each ladder from mild to strong.
  • worried→→
  • problem→→
  • large→→
  • contaminated→→
  • hit→→
  • important→→
8SPEAKING
  1. Should engineers be legally liable when software fails?
  2. How might history remember today's unsung innovators?
  3. Is government regulation the best way to limit PFAS?
  4. Would you change your diet based on this research?