binaries.ai for Grace Light a lantern

Rear Admiral Grace Murray Hopper, 1906–1992

For Grace Hopper, who taught computers to understand us.

This week, the celebration that carries her name should have opened. It was cancelled, so we lit a small one here.

Read her story

The week we were meant to meet

For more than thirty years, the Grace Hopper Celebration has been where women in computing find mentors, find jobs and find each other. This year it was due to open in Anaheim on October 27. About two weeks before, AnitaB.org called it off. Registrations and sponsorships had come in well below expectations, and the nonprofit didn’t have the money to go ahead.

We can’t give anyone back the hallway conversations, the career fair or the keynotes. What we can do is spend the week with the woman it is named for. If you were going, or wished you could, this page is for you.

Read her story. Catch the most famous moth in computing. Hold a nanosecond. Spell her name in binary. Then leave a lantern in the sky, and tell her what she started.

From AnitaB.org’s announcement and Hoodline’s report. Grace Hopper Celebration India is still planned for January 20–22, 2027, in Bengaluru.

Eighty-five years, punched in paper tape

The Harvard Mark I read its instructions from long strips of punched paper tape. Down the left, each year of her life is punched the same way, in binary: a hole is a 1, no hole is a 0.

  1. 1906 New York City

    The girl who took the clocks apart

    Grace Brewster Murray was born on December 9, 1906. At seven she wanted to know how an alarm clock worked, so she took one apart. Then she took apart the rest of the household’s alarm clocks too: seven of them, by most accounts.

  2. 1934 Vassar and Yale

    A doctorate in mathematics

    She graduated Phi Beta Kappa from Vassar in 1928 with degrees in mathematics and physics, then earned a master’s (1930) and a PhD (1934) in mathematics at Yale, the twelfth woman to earn that doctorate there. She taught mathematics at Vassar from 1931, rising to associate professor.

  3. 1943 U.S. Naval Reserve

    Too old, too light, and going anyway

    When the war came she wanted to serve, and the Navy saw problems. She was older than it wanted. At 105 pounds she was 16 pounds under its minimum for her 5-foot-6 frame. And her teaching job counted as essential war work. She got waivers, joined the Naval Reserve in December 1943, and graduated at the top of her class of 800 at the Midshipmen’s School at Smith College.

  4. 1944 Harvard University

    The third programmer of the Mark I

    Lieutenant (junior grade) Hopper reported to Howard Aiken’s Mark I: 51 feet long, 8 feet high, about 5 tons, roughly three additions a second. She called herself its third programmer. Aiken told her she was going to write a book, so she wrote its 561-page manual. Among its wartime jobs were calculations for the Manhattan Project.

  5. 1947 Harvard Mark II

    The first actual bug

    On September 9, the Mark II team traced a fault to a moth caught in Relay #70, Panel F, and taped it into the logbook.

    Catch the moth yourself
  6. 1949 Philadelphia

    UNIVAC

    She joined the Eckert–Mauchly Computer Corporation, which was building UNIVAC I, one of the first computers made for business. She stayed on as the company became part of Remington Rand and then Sperry Rand. There she learned from Betty Holberton, whose sort-merge generator gave her some of her first ideas about compiling.

  7. 1952 A-0

    The compiler nobody would touch

    Programmers wrote every instruction in the machine’s own code. She wrote a program to do the translating for them, the A-0 compiler, and described it in a 1952 paper called “The Education of a Computer.”

    “I had a running compiler and nobody would touch it. They told me computers could only do arithmetic.”

    Try a compiler
  8. 1959 FLOW-MATIC and COBOL

    Programs written in English words

    She believed people running a business should be able to write programs in words they already used. Her team’s FLOW-MATIC did exactly that. In 1959 a committee that first met at the Pentagon set out to build one business language for every make of computer, drawing on FLOW-MATIC and two others. The result was COBOL, and it still runs in some of the U.S. government’s most critical systems.

  9. 1967 Back in uniform

    Six months that lasted nineteen years

    The Navy retired her as a commander at the end of 1966, when she was 60. Seven months later it called her back to standardize its computer languages, for what was meant to be six months. She stayed nineteen years. She became a captain in 1973, and in 1983 President Reagan promoted her to commodore, a rank the Navy renamed rear admiral two years later.

  10. 1986 USS Constitution, Boston

    Retiring aboard Old Ironsides

    On August 14, 1986, at 79, she retired aboard the oldest commissioned ship in the Navy, reported to be its oldest serving officer. Then she joined Digital Equipment Corporation as a senior consultant. She stayed with Digital for the rest of her life, giving talks until about a year and a half before she died.

  11. 1992 Arlington, Virginia

    New Year’s Day

    Grace Hopper died at her home in Arlington, Virginia, on New Year’s Day 1992, at 85. She was buried at Arlington National Cemetery with full military honors.

The first actual bug

On September 9, 1947, the Harvard Mark II misbehaved. The operators traced the fault to Relay #70 on Panel F, where a moth had been caught, and taped it into the logbook with a note.

Engineers had called glitches “bugs” since Thomas Edison’s day in the 1870s, so the joke was finding a real one. The moth wasn’t Grace’s find, and the logbook probably wasn’t hers either. But she worked on the Mark II, loved the story, and told it so often that it became part of computing folklore. The page, moth and all, is in the collection of the Smithsonian’s National Museum of American History, though it isn’t on display right now.

Read the page

Each line follows that day’s page, with the morning’s check figures and shorthand drawn as scribbles. Tap one to see what was happening.

    The Mark II logbook page for September 9, 1947, line by line. The check figures and shorthand written during the morning are drawn as scribbles.

    Talk to the machine in words

    Before compilers, people wrote programs one machine instruction at a time, in the machine’s own code. Grace’s idea was to have a program, the compiler, do that translating, and then to let people write in something close to English. First, watch a few sentences turn into bits. Then write your own.

    1Watch a compiler work

    Coding form, one sentence per line
    
                
    Machine code for a toy computer4-bit op code, 8-bit address

    Press Compile to translate the sentences into instructions and bits. Then Step through them one at a time.

    The toy computer and its codes are made up for this page, so the bits are easy to read. Real UNIVAC code looked different, but the idea is the same one: you write the words, the compiler writes the 0s and 1s.

    2Now talk to it yourself

    Console

    What a nanosecond looks like

    An admiral wanted to know why it took so long to send a message by satellite. Grace answered in nanoseconds. She had asked the engineers to “cut off a nanosecond” for her: a piece of wire 11.8 inches long, the farthest light can travel in a billionth of a second. Then she handed them out to anyone who would hold one.

    • 1 nanosecond11.8 inches (29.98 cm) of wire. A billionth of a second.
    • 1 microsecondA coil of nearly 1,000 feet of wire (984 feet, by the physics). A millionth of a second.
    • 1 picosecondShe handed out packets of pepper for these: each grain stood for a picosecond.
    • 1986She explained the nanosecond to David Letterman on late-night television.

    This 3D view needs WebGL. A nanosecond of wire is 11.8 inches long: about the length of a school ruler.

    Slowed down a billion times

    The glow is a pulse of light slowed down a billion times, so one nanosecond takes one second.

    In her words

    She kept a clock on her wall that ran counterclockwise. It told the right time, once you stopped expecting it to work the usual way.

    Bitflip: spell her name in binary

    Each gate on the river is one bit of ASCII. Match your bit to the gate, sail around the moths, and every eight gates you’ve written a letter. Her name comes first, then the words of her life, from Mark I to Amazing Grace, and every word is a harder level than the last.

    • Match the gate. Flip your sail with Space, or tap the middle of the screen.
    • Sail around the moths. Change lanes with ← →, or tap either side.
    • Grab the compiler. Like her A-0, it writes your bits for one whole letter.
    • Catch floating hearts. You start with five and can carry up to nine. Moths begin to wander at bug; glitch gates arrive with FLOW-MATIC.
    • Keep a streak. Eight gates in a row without a mistake raise your points multiplier by one, up to ×8. A mistake resets it to ×1.

    Words of her life

    Decode a word in the game and it lights up here.

      Leaderboard

      Loading the board…

      Where her name sails today

      She collected more than forty honorary degrees and a long list of firsts. Today her name rides on a warship, a college, a park, a celebration and a line of chips.

      Her name in the international code of signals, the flags ships use to talk to each other.

      • 1969

        Computer Science “Man of the Year”

        The Data Processing Management Association gave her the first one. The name of the prize had some catching up to do.

      • 1971

        The Grace Murray Hopper Award

        Started by Sperry Rand and given by the ACM to a young computer professional for a major contribution made at 35 or younger. Donald Knuth won the first.

      • 1973

        British Computer Society

        Made a Distinguished Fellow, the first American and the first woman of any nationality.

      • 1991

        National Medal of Technology

        The first woman to receive it as an individual. At 84 she couldn’t travel to the Rose Garden, so the president of the Society of Women Engineers accepted it for her.

      • 1994

        Grace Hopper Celebration

        Anita Borg and Telle Whitney named a gathering of women in computing for her. About 450 people came to the first one in Washington.

      • 1997

        USS Hopper (DDG-70)

        A Navy destroyer commissioned in San Francisco. Her crew calls her Amazing Grace.

      • 2010

        Hopper, the supercomputer

        The Energy Department’s NERSC center named its Cray XE6 for her. It passed a petaflop and ranked fifth in the world that November.

      • 2016

        Presidential Medal of Freedom

        Awarded after her death, in the same ceremony that honored Margaret Hamilton, who led the software team for Apollo.

      • 2017

        Grace Murray Hopper College

        Yale renamed one of its residential colleges for her.

      • 2021–22

        Grace and Hopper

        NVIDIA named its Grace CPU and its Hopper data-center GPUs for her. The Hopper chips became workhorses for training AI.

      • 2023

        COBOL, still at work

        When government auditors reviewed ten of the most critical old federal computer systems, several still ran on COBOL.

      • Arlington

        Grace Murray Hopper Park

        Arlington County, Virginia, where she spent her last years, has a park in her name.

      The women beside her, and after her

      She was often the only woman in the room, and she never acted as if that settled anything. Here are some of the women who worked beside her and who came after, and how far there still is to go.

      6 of 10NASA astronaut candidates, class of 2025

      For the first time, more women than men

      In September 2025 NASA introduced its 24th class of astronaut candidates: six women and four men, picked from more than 8,000 applicants. No class in NASA’s history had included more women than men.

      Associated Press, September 22, 2025

      1. 1951

        Betty Holberton

        One of the six programmers of ENIAC. Her sort-merge generator at Eckert–Mauchly was, Grace said, where her own first ideas about compiling came from.

      2. 1959

        Jean Sammet

        A key member of the committee that designed COBOL. In 1974 she became the first woman to lead the ACM, the world’s largest computing society.

      3. 1969

        Margaret Hamilton

        Led the team that wrote the onboard flight software for Apollo.

      4. 1994

        Anita Borg and Telle Whitney

        Founded the Grace Hopper Celebration. About 450 people came to the first one; by 2023, 29,000 took part.

      5. 2006

        Frances Allen

        The first woman to win the Turing Award, computing’s highest honor, for her work on compilers. Barbara Liskov (2008) and Shafi Goldwasser (2012) followed.

      6. 2014

        Admiral Michelle Howard

        The first woman to wear four stars in the U.S. Navy. In 2023 Admiral Lisa Franchetti became the first woman to lead the Navy as Chief of Naval Operations, and served until President Trump removed her in February 2025.

      7. 2019

        Christina Koch and Jessica Meir

        The first spacewalk made only by women. Koch’s 328 days in orbit are still the longest single spaceflight by a woman.

      8. 2026

        Christina Koch, again

        In April she flew around the Moon on Artemis II, the first woman to make that journey, on a crew that went farther from Earth than any people before them.

      And what’s still unfinished

      In 1984, women earned 37 percent of the computer science bachelor’s degrees awarded in the United States. By 2022 the share was about 23 percent (NCES).

      And this year the celebration named for her couldn’t raise the money to open its doors. Grace spent her life refusing to accept “we’ve always done it this way.” Mentor someone. Hire someone. Hand someone a piece of wire.

      The lantern sky needs WebGL, which isn’t available in this browser. You can still light a lantern, and read everyone’s words below.

      Lights for Grace, from everywhere

      Leave a light for Grace

      Light a lantern and, if you like, tell her what she started for you. It rises with everyone else’s, and anyone, anywhere, can read it.

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      Read every message

      Every light, from everywhere

      Every message left for her, newest first.

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