Computer science and technology

CodeSignal, co-founded by alumnus and CEO Tigran Sloyan, has developed Agentic Skills Intelligence, a new product that “uses AI agents to evaluate the skills people use in their work and links the findings to personalized practice,” writes Forbes’ Ray Ravaglia. CodeSignal has built an AI agent “for each domain in its job taxonomy, such as engineering and sales, along with agents for capabilities that cut across jobs, among them communication and AI literacy,” notes Ravaglia. “The agents draw on systems including Gong, Salesforce, and GitHub, and they score what they find against rubrics the company says are grounded in industrial-organizational psychology.” 

Prof. Ryan Williams speaks to TechCrunch’s Tim Fernholz about AI platforms refuting the Exponential Time Hypothesis, part of a broader class of problems known as P versus NP. “I do think that it kind of calls into question a lot of the intuitions that we thought we had about … how tractable [hard NP problems] are. I also think that this is probably not the final answer either,” says Williams. AI is “forcing people to be a little more ambitious about the kind of work that they do, and to think more deeply about, okay, if all the things I used to work on are now low-hanging fruit for AI, how can I raise the bar for the kind of scientific questions I want to ask?” 

Prof. Suraj Cheema joins Edgar B. Herwick, host of GBH’s “The Curiosity Desk,” to discuss the functionality and global development of computer chips. “The know-how of how to make these chips is very specialized,” says Cheema. “Imagine there’s 100 steps in the process, not just that printer that costs a few $100 million, just all these other kinds of steps that go along with it. We have 20 million transistors in this little chip. We want them all to work. They all have to work [for the chip to function].”  

The Boston Globe’s Mark Feeney spotlights the “Bounce juggler (W.C. Fields),” a machine modeled after the comedian W.C. Fields, on display at the MIT Museum, that juggles three metal balls and was created by the late Prof. Claude Shannon SM ’40, PhD ’40. “It’s one thing to be known as ‘the father of information theory,’ as Shannon is. His work in mathematics, electrical engineering, cryptography, and computer science was that important,” writes Feeney. “But Shannon was also a chess player, unicyclist, juggler, and inventor. Shannon combined his talent for engineering and imagination with his love of humor and juggling in the ‘Bounce juggler.’”  

The New Yorker’s Gideon Lewis-Kraus details how Morris Chang ’52, SM ’53 founded the Taiwan Semiconductor Manufacturing Company (TSMC), “one of the most valuable tech companies globally” that “makes almost all of the world’s advanced [computer] chips.” “Chang proposed a semiconductor ‘foundry,’ which would do for pricey chips what its predecessors had done for cheap junk. At the time, however, the market didn’t exist,” writes Lewis-Kraus. “By the end of TSMC’s first decade, the company was bringing in a billion dollars in annual revenue.”  

Financial Times reporter Clive Cookson details how the late Margaret Hamilton engineered code that would play a crucial role in achieving the first moon landing, at MIT’s Instrumentation Lab. When Apollo 11’s onboard computer flashed alarms minutes from landing on the moon, “Hamilton and colleagues had engineered the software to dump non-essential background tasks under those circumstances and prioritize procedures needed for the landing,” writes Cookson. “NASA controllers in Houston trusted the software, so they decided not to abort the mission, allowing Neil Armstrong and Buzz Aldrin to touch down safely in their Eagle module.”  

Writing for Nature, Deputy Editorial Director Maia Weinstock honors the life and legacy of the late Margaret Hamilton, a pioneer of the software engineering field, who, at MIT’s Instrumentation Lab, led the team that wrote and tested software for the Apollo Guidance Computer onboard Apollo 11. Hamilton’s story “was also my inspiration for one of the vignettes in a Lego set that I created in 2016, featuring Hamilton and several other women in NASA history,” writes Weinstock. “She continued work at [her Universal Systems Language company] Hamilton Technologies well into her 80s, never failing to inspire me and countless others with her tenacity, humour, warmth and childlike wonder.”

“Groundbreaking computer scientist” Margaret Hamilton, who at MIT’s Instrumentation Lab “led the team that created the onboard flight software for NASA’s moon-bound Apollo program and later in life was celebrated as a powerful symbol of women in technology,” has died at 90, writes Associated Press reporter Jamie Stengle. Hamilton “was very much a mathematician and into the abstraction of how to turn thought into software,” notes her daughter, Lauren. 

MassLive’s Liesel Nygard spotlights the late Margaret Hamilton, “a pioneering computer scientist who helped establish the field of software engineering and led the MIT team that developed the onboard flight software for NASA’s Apollo moon missions.” Nygard writes, “Thanks to priority-driven ‘defensive’ software [in the lunar module’s computers] engineered by Hamilton and her team, the system automatically shut down unnecessary background tasks to focus on the landing, avoiding an emergency abort [of the Apollo 11 mission].”  

The Washington Post’s Juno Carmel details how the late Margaret Hamilton “developed early computer software that helped pave the way for the digital world as we know it today” and led the team at MIT’s Instrumentation Lab that programmed the alarm code that played a crucial role in the Apollo 11 mission. Hamilton “was the lead developer for the software that powered the Apollo guidance computer, which weighed 70 pounds but had only 72 kilobytes of memory, a fraction of today’s smartphones,” notes Carmel. 

Margaret Hamilton, “best known for her major contributions to the Apollo missions” at MIT’s Instrumentation Lab, “died on Sept. 30 at age 90, leaving behind a trailblazing legacy of problem-solving and entrepreneurship that paved the way for a new branch of computer science and engineering,” writes reporter Margherita Bassi for Smithsonian Magazine. Hamilton’s “coding foresight and prowess really made that mission a success,” says Smithsonian National Air and Space Museum’s Andrew Meade McGee. “She created the logical software basis for many of the critical systems we use to maintain our infrastructure today, and that silently power today’s modern aerospace world.” 

Margaret Hamilton, who developed the software that helped the Apollo 11 mission land safely on the moon and “whose historic accomplishments focused attention on the work of software engineers,” died on Sept. 30, reports Bryan Marquard for The Boston Globe. “She gave me, from the get-go, this notion that I could do anything, that there were absolutely no gender barriers,” says Hamilton’s daughter, Lauren. Hamilton’s life and work conveyed to her great-granddaughters “that very clear idea that they could have whatever future they wanted to create for themselves.” 

For The New York Times, reporters Carolyn Y. Johnson and Kenneth Chang spotlight the late computer scientist Margaret Hamilton and her role in the development of the field of software engineering, highlighting her work as a “trailblazing woman who played a crucial, largely unseen role.” MIT Presidential Advisor Maria Zuber shared: “When you see someone like her who went for it and lived her dream it makes it a little easier for the rest of us to dare to reach for the moon as well.” 

“Groundbreaking researcher,” Margaret Hamilton, “whose code helped land NASA’s Apollo astronauts on the moon to win the 20th-century space race has died,” reports CNN’s Jackie Wattles. “Through her work, Hamilton is also credited as one of the founders of the field of software engineering — a term she coined — by helping to establish it as a professional practice,” writes Wattles.  

The Guardian’s Uwa Ede-Osifo spotlights the life and legacy of the late Margaret Hamilton, “the computer pioneer whose software powered the first moon landing,” at MIT’s Instrumentation Lab. Prior to the Instrumentation Lab, Hamilton worked “on the software that could detect enemy aircraft,” at MIT’s Lincoln Laboratory,” writes Ede-Osifo. “When the institute received a Nasa contract to develop the Apollo onboard flight software, she jumped at the opportunity.”