Science
Douglas Lenat, Who Tried to Make Computers More Human, Dies at 72
Douglas Lenat, an artificial intelligence researcher who spent nearly 40 years trying to build common sense into computers, recreating human judgment one logical rule at a time, died on Thursday in Austin, Texas. He was 72.
His wife, Mary Shepherd, said the cause was bile duct cancer.
In the late 1970s, as a professor of computer science at Stanford University, Dr. Lenat developed an A.I. system he called Eurisko — a Greek word meaning “I discover.” It was designed to automate the discovery of new scientific concepts, methods and laws by analyzing data.
In 1981, he used this system to analyze the rules of an exceedingly complex role-playing game called Traveller Trillion Credit Squadron, in which players used a trillion-dollar budget to design and deploy a fleet of warships. Much like chess, Go and Jeopardy! in later years, the game was an ideal providing ground for the latest A.I. technology.
Each night, after combing through the many volumes of the Traveller rule book, Eurisko identified new ways of winning the game. Some were ridiculous — at one point, it suggested that the best way of winning was to change the rules — but others were promising.
Each morning, Dr. Lenat would adjust the system, pushing it away from the ridiculous, toward the practical. Guided by his common sense, Eurisko eventually found an unorthodox but powerful strategy. Rather than spending the trillion dollar budget on large, mobile, well-protected warships — as other players did — it suggested building hundreds of tiny ships that barely moved and were not well protected but carried enormous firepower.
Over the July 4 weekend, Dr. Lenat entered a Traveller tournament in nearby San Mateo, Calif., competing with several hundred other players. Using Eurisko’s strategy, he won the tournament. The next year, the tournament organizers changed the rules so that the strategy would no longer work. But after working with Eurisko to discover a new approach, Dr. Lenat won the tournament again.
The experience inspired a new project that would consume him for the next four decades.
Running across dozens of computers, Eurisko could discover possibilities that Dr. Lenat — and other humans — had not. But it needed help from human judgment. Machines could not be truly intelligent, he realized, unless they too had common sense.
The project was called Cyc. He set out to define the fundamental but largely unspoken laws that outline how the world works, including everything from “you can’t be in two places at the same time” to “when drinking a cup of coffee, you hold the open end up.” He knew it could take decades — perhaps centuries — to complete the project. But he was determined to try.
In recent years, the Cyc project — and the rule-based approach to A.I. research it represented — has fallen out of favor among leading A.I. researchers. Rather than defining intelligence rule by rule, line of code by line of code, the giants of the tech industry are now focused on systems that learn skills by analyzing massive amounts of digital data. This is how they build popular chatbots like ChatGPT.
Many leading researchers now believe that this kind of sweeping data analysis will eventually reproduce common sense and reasoning. But as today’s computers struggle with even simple tasks and play fast and loose with the truth, others believe that the industry can learn from Dr. Lenat and his never-ending struggle to build common sense by hand.
“These chatbots think that when you hammer a nail into the wall, it should be vertical,” said Northwestern University professor and A.I. researcher Ken Forbus. “They can be very useful. But they don’t understand the world.”
Douglas Bruce Lenat was born on Sept. 13, 1950, in Philadelphia, a son of Nathan and Gertrude (Cohen) Lenat. When he was 5, he and his family moved to Wilmington, Del., where his father, a trained chemist, owned a bottling company called London Dry.
After his father’s death in 1963, he returned to the Greater Philadelphia area alongside his mother, and his older brother, Ronald. As a high schooler in Wyncote, Pa., his after-school job involved cleaning goose pens and rat cages. To find a better life, he learned to program computers.
At the University of Pennsylvania, he completed three degrees in four years — bachelor’s degrees in math and physics and a master’s degree in applied mathematics — before moving to the West Coast for his doctorate. He enrolled at Stanford to study artificial intelligence. His thesis committee included three of the researchers who had founded the field in the late 1950s.
It was a fallow period for artificial intelligence research — what was later called an A.I. Winter. But Dr. Lenat was among a new generation of researchers who revived interest in what had become a decades-long struggle to create machines that could mimic the brain.
In the early 1980s, several of the country’s leading tech companies helped create a corporation meant to keep the United States at the forefront of technological research: the Microelectronics and Computer Technology Corporation, or M.C.C. Led by Admiral Bobby Ray Inman — former director of naval intelligence, former director of the N.S.A. and former deputy director of the C.I.A. — the corporation hired Dr. Lenat as its chief scientist in 1984. From the company’s new headquarters in Austin, Texas, he began work on his common sense engine.
Two years later, he told Time magazine that the project would require 350 human-years of work to even approach success.
In 1994, as another A.I winter arrived, Dr. Lenat spun the project out into a new company called Cycorp. Financed by various government organizations and private companies, he continued building his common sense engine until his death. He and his collaborators spent more than 2,000 human years on the project, writing more than 25 million rules.
In addition to his wife and his brother, Dr. Lenat is survived by a daughter, Nicole Danielle Hermanson, from his first marriage, which ended in divorce; and two granddaughters.
An inveterate traveler, Dr. Lenat visited more than 100 countries and all seven continents. After cremation, Ms. Shepherd said, she plans to arrange for some of his remains to be scattered on the moon.
In the fall, as ChatGPT captured the public imagination, Dr. Lenat and the cognitive scientist Gary Marcus began work on a new paper meant to show the new generation of researchers what they could learn from his nearly 40 years of work on Cyc. While working on the project, he had a recurrence of cancer that had first appeared in 2021.
In July, Dr. Lenat urged Dr. Marcus to help him finish the paper. A shortened version was published a month before he died. “He took on the project that no one else had to guts to take on,” Dr. Marcus said. “He never completely succeeded. But he showed us at least part of the way.”
Science
Cluster of farmworkers diagnosed with rare animal-borne disease in Ventura County
A cluster of workers at Ventura County berry farms have been diagnosed with a rare disease often transmitted through sick animals’ urine, according to a public health advisory distributed to local doctors by county health officials Tuesday.
The bacterial infection, leptospirosis, has resulted in severe symptoms for some workers, including meningitis, an inflammation of the brain lining and spinal cord. Symptoms for mild cases included headaches and fevers.
The disease, which can be fatal, rarely spreads from human to human, according to the U.S. Centers for Disease Control and Prevention.
Ventura County Public Health has not given an official case count but said it had not identified any cases outside of the agriculture sector. The county’s agriculture commissioner was aware of 18 cases, the Ventura County Star reported.
The health department said it was first contacted by a local physician in October, who reported an unusual trend in symptoms among hospital patients.
After launching an investigation, the department identified leptospirosis as a probable cause of the illness and found most patients worked on caneberry farms that utilize hoop houses — greenhouse structures to shelter the crops.
As the investigation to identify any additional cases and the exact sources of exposure continues, Ventura County Public Health has asked healthcare providers to consider a leptospirosis diagnosis for sick agricultural workers, particularly berry harvesters.
Rodents are a common source and transmitter of disease, though other mammals — including livestock, cats and dogs — can transmit it as well.
The disease is spread through bodily fluids, such as urine, and is often contracted through cuts and abrasions that contact contaminated water and soil, where the bacteria can survive for months.
Humans can also contract the illness through contaminated food; however, the county health agency has found no known health risks to the general public, including through the contact or consumption of caneberries such as raspberries and blackberries.
Symptom onset typically occurs between two and 30 days after exposure, and symptoms can last for months if untreated, according to the CDC.
The illness often begins with mild symptoms, with fevers, chills, vomiting and headaches. Some cases can then enter a second, more severe phase that can result in kidney or liver failure.
Ventura County Public Health recommends agriculture and berry harvesters regularly rinse any cuts with soap and water and cover them with bandages. They also recommend wearing waterproof clothing and protection while working outdoors, including gloves and long-sleeve shirts and pants.
While there is no evidence of spread to the larger community, according to the department, residents should wash hands frequently and work to control rodents around their property if possible.
Pet owners can consult a veterinarian about leptospirosis vaccinations and should keep pets away from ponds, lakes and other natural bodies of water.
Science
Political stress: Can you stay engaged without sacrificing your mental health?
It’s been two weeks since Donald Trump won the presidential election, but Stacey Lamirand’s brain hasn’t stopped churning.
“I still think about the election all the time,” said the 60-year-old Bay Area resident, who wanted a Kamala Harris victory so badly that she flew to Pennsylvania and knocked on voters’ doors in the final days of the campaign. “I honestly don’t know what to do about that.”
Neither do the psychologists and political scientists who have been tracking the country’s slide toward toxic levels of partisanship.
Fully 69% of U.S. adults found the presidential election a significant source of stress in their lives, the American Psychological Assn. said in its latest Stress in America report.
The distress was present across the political spectrum, with 80% of Republicans, 79% of Democrats and 73% of independents surveyed saying they were stressed about the country’s future.
That’s unhealthy for the body politic — and for voters themselves. Stress can cause muscle tension, headaches, sleep problems and loss of appetite. Chronic stress can inflict more serious damage to the immune system and make people more vulnerable to heart attacks, strokes, diabetes, infertility, clinical anxiety, depression and other ailments.
In most circumstances, the sound medical advice is to disengage from the source of stress, therapists said. But when stress is coming from politics, that prescription pits the health of the individual against the health of the nation.
“I’m worried about people totally withdrawing from politics because it’s unpleasant,” said Aaron Weinschenk, a political scientist at the University of Wisconsin–Green Bay who studies political behavior and elections. “We don’t want them to do that. But we also don’t want them to feel sick.”
Modern life is full of stressors of all kinds: paying bills, pleasing difficult bosses, getting along with frenemies, caring for children or aging parents (or both).
The stress that stems from politics isn’t fundamentally different from other kinds of stress. What’s unique about it is the way it encompasses and enhances other sources of stress, said Brett Ford, a social psychologist at the University of Toronto who studies the link between emotions and political engagement.
For instance, she said, elections have the potential to make everyday stressors like money and health concerns more difficult to manage as candidates debate policies that could raise the price of gas or cut off access to certain kinds of medical care.
Layered on top of that is the fact that political disagreements have morphed into moral conflicts that are perceived as pitting good against evil.
“When someone comes into power who is not on the same page as you morally, that can hit very deeply,” Ford said.
Partisanship and polarization have raised the stakes as well. Voters who feel a strong connection to a political party become more invested in its success. That can make a loss at the ballot box feel like a personal defeat, she said.
There’s also the fact that we have limited control over the outcome of an election. A patient with heart disease can improve their prognosis by taking medicine, changing their diet, getting more exercise or quitting smoking. But a person with political stress is largely at the mercy of others.
“Politics is many forms of stress all rolled into one,” Ford said.
Weinschenk observed this firsthand the day after the election.
“I could feel it when I went into my classroom,” said the professor, whose research has found that people with political anxiety aren’t necessarily anxious in general. “I have a student who’s transgender and a couple of students who are gay. Their emotional state was so closed down.”
That’s almost to be expected in a place like Wisconsin, whose swing-state status caused residents to be bombarded with political messages. The more campaign ads a person is exposed to, the greater the risk of being diagnosed with anxiety, depression or another psychological ailment, according to a 2022 study in the journal PLOS One.
Political messages seem designed to keep voters “emotionally on edge,” said Vaile Wright, a licensed psychologist in Villa Park, Ill., and a member of the APA’s Stress in America team.
“It encourages emotion to drive our decision-making behavior, as opposed to logic,” Wright said. “When we’re really emotionally stimulated, it makes it so much more challenging to have civil conversation. For politicians, I think that’s powerful, because emotions can be very easily manipulated.”
Making voters feel anxious is a tried-and-true way to grab their attention, said Christopher Ojeda, a political scientist at UC Merced who studies mental health and politics.
“Feelings of anxiety can be mobilizing, definitely,” he said. “That’s why politicians make fear appeals — they want people to get engaged.”
On the other hand, “feelings of depression are demobilizing and take you out of the political system,” said Ojeda, author of “The Sad Citizen: How Politics is Depressing and Why it Matters.”
“What [these feelings] can tell you is, ‘Things aren’t going the way I want them to. Maybe I need to step back,’” he said.
Genessa Krasnow has been seeing a lot of that since the election.
The Seattle entrepreneur, who also campaigned for Harris, said it grates on her to see people laughing in restaurants “as if nothing had happened.” At a recent book club meeting, her fellow group members were willing to let her vent about politics for five minutes, but they weren’t interested in discussing ways they could counteract the incoming president.
“They’re in a state of disengagement,” said Krasnow, who is 56. She, meanwhile, is looking for new ways to reach young voters.
“I am exhausted. I am so sad,” she said. “But I don’t believe that disengaging is the answer.”
That’s the fundamental trade-off, Ojeda said, and there’s no one-size-fits-all solution.
“Everyone has to make a decision about how much engagement they can tolerate without undermining their psychological well-being,” he said.
Lamirand took steps to protect her mental health by cutting social media ties with people whose values aren’t aligned with hers. But she will remain politically active and expects to volunteer for phone-banking duty soon.
“Doing something is the only thing that allows me to feel better,” Lamirand said. “It allows me to feel some level of control.”
Ideally, Ford said, people would not have to choose between being politically active and preserving their mental health. She is investigating ways to help people feel hopeful, inspired and compassionate about political challenges, since these emotions can motivate action without triggering stress and anxiety.
“We want to counteract this pattern where the more involved you are, the worse you are,” Ford said.
The benefits would be felt across the political spectrum. In the APA survey, similar shares of Democrats, Republicans and independents agreed with statements like, “It causes me stress that politicians aren’t talking about the things that are most important to me,” and, “The political climate has caused strain between my family members and me.”
“Both sides are very invested in this country, and that is a good thing,” Wright said. “Antipathy and hopelessness really doesn’t serve us in the long run.”
Science
Video: SpaceX Unable to Recover Booster Stage During Sixth Test Flight
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