Problem synonyms

“Language models are trained to predict the next word,” said Yilun Du, a researcher at MIT who was previously a research fellow at OpenAI, and one of the paper’s authors. “They are not trained to tell people they don’t know what they’re doing.” The result is bots that act like precocious people-pleasers, making up answers instead of admitting they simply don’t know. Most researchers agree the problem is inherent to the “large language models” that power the bots because of the way they’re designed. They predict what the most apt thing to say is based on the huge amounts of data they’ve digested from the internet, but don’t have a way to understand what is factual or not. Still, researchers and companies are throwing themselves at the problem. Some firms are using human trainers to rewrite the bots’ answers and feed them back into the machine with the goal of making them smarter. Google and Microsoft have started using their bots to give answers directly in their search engines, but still double check the bots with regular search results. And academics around the world have suggested myriad clever ways to decrease the rates of false answers, like MIT’s proposal to get multiple bots to debate each other. Depending on how you look at hallucinations, they are both a feature and a bug of large language models. Hallucinations are part of what allows the bots to be creative and generate never-before-seen stories. At the same time they reveal the stark limitations of the tech, und...

Noun Racism and sexism are major social problems. The company is having financial problems. He has chronic health problems. The mechanic fixed the problem with the car. There are a few problems with your argument. We have to find a way to solve this problem. She is bothered by family problems. We didn't have any problems getting here. I have my own problems to deal with. Mosquitoes are a problem in the summer. See More Noun This year’s report focused on the child care crisis, finding that from 2020-21, 10% of children under the age of 6 in Alabama lived in families in which someone quit, changed or refused a job because of problems with child care. — Stryens-fernandes, al, 14 June 2023 The problem is that despite all this discourse about replacing a broken system, tips are still the only way many food service workers make a living wage. — Ali Francis, Bon Appétit, 14 June 2023 No injuries have been reported due to the rear coil springs problem as of May 25, Chrysler said. — Khristopher J. Brooks, CBS News, 14 June 2023 But that hasn’t plugged worker shortages that are pushing up wages and making Britain’s inflation problem harder to solve. — Hanna Ziady, CNN, 13 June 2023 The problem highlights Twitter’s struggles to moderate the internet’s most disturbing content under Elon Musk’s ownership. — Elizabeth Robinson, NBC News, 13 June 2023 It's been a season-long problem: The Tigers struggle to produce timely hits and home runs. — Evan Petzold, Detroit Free Press, 13 June 202...

“Language models are trained to predict the next word,” said Yilun Du, a researcher at MIT who was previously a research fellow at OpenAI, and one of the paper’s authors. “They are not trained to tell people they don’t know what they’re doing.” The result is bots that act like precocious people-pleasers, making up answers instead of admitting they simply don’t know. Most researchers agree the problem is inherent to the “large language models” that power the bots because of the way they’re designed. They predict what the most apt thing to say is based on the huge amounts of data they’ve digested from the internet, but don’t have a way to understand what is factual or not. Still, researchers and companies are throwing themselves at the problem. Some firms are using human trainers to rewrite the bots’ answers and feed them back into the machine with the goal of making them smarter. Google and Microsoft have started using their bots to give answers directly in their search engines, but still double check the bots with regular search results. And academics around the world have suggested myriad clever ways to decrease the rates of false answers, like MIT’s proposal to get multiple bots to debate each other. Depending on how you look at hallucinations, they are both a feature and a bug of large language models. Hallucinations are part of what allows the bots to be creative and generate never-before-seen stories. At the same time they reveal the stark limitations of the tech, und...

Noun Racism and sexism are major social problems. The company is having financial problems. He has chronic health problems. The mechanic fixed the problem with the car. There are a few problems with your argument. We have to find a way to solve this problem. She is bothered by family problems. We didn't have any problems getting here. I have my own problems to deal with. Mosquitoes are a problem in the summer. See More Noun This year’s report focused on the child care crisis, finding that from 2020-21, 10% of children under the age of 6 in Alabama lived in families in which someone quit, changed or refused a job because of problems with child care. — Stryens-fernandes, al, 14 June 2023 The problem is that despite all this discourse about replacing a broken system, tips are still the only way many food service workers make a living wage. — Ali Francis, Bon Appétit, 14 June 2023 No injuries have been reported due to the rear coil springs problem as of May 25, Chrysler said. — Khristopher J. Brooks, CBS News, 14 June 2023 But that hasn’t plugged worker shortages that are pushing up wages and making Britain’s inflation problem harder to solve. — Hanna Ziady, CNN, 13 June 2023 The problem highlights Twitter’s struggles to moderate the internet’s most disturbing content under Elon Musk’s ownership. — Elizabeth Robinson, NBC News, 13 June 2023 It's been a season-long problem: The Tigers struggle to produce timely hits and home runs. — Evan Petzold, Detroit Free Press, 13 June 202...

“Language models are trained to predict the next word,” said Yilun Du, a researcher at MIT who was previously a research fellow at OpenAI, and one of the paper’s authors. “They are not trained to tell people they don’t know what they’re doing.” The result is bots that act like precocious people-pleasers, making up answers instead of admitting they simply don’t know. Most researchers agree the problem is inherent to the “large language models” that power the bots because of the way they’re designed. They predict what the most apt thing to say is based on the huge amounts of data they’ve digested from the internet, but don’t have a way to understand what is factual or not. Still, researchers and companies are throwing themselves at the problem. Some firms are using human trainers to rewrite the bots’ answers and feed them back into the machine with the goal of making them smarter. Google and Microsoft have started using their bots to give answers directly in their search engines, but still double check the bots with regular search results. And academics around the world have suggested myriad clever ways to decrease the rates of false answers, like MIT’s proposal to get multiple bots to debate each other. Depending on how you look at hallucinations, they are both a feature and a bug of large language models. Hallucinations are part of what allows the bots to be creative and generate never-before-seen stories. At the same time they reveal the stark limitations of the tech, und...

Noun Racism and sexism are major social problems. The company is having financial problems. He has chronic health problems. The mechanic fixed the problem with the car. There are a few problems with your argument. We have to find a way to solve this problem. She is bothered by family problems. We didn't have any problems getting here. I have my own problems to deal with. Mosquitoes are a problem in the summer. See More Noun This year’s report focused on the child care crisis, finding that from 2020-21, 10% of children under the age of 6 in Alabama lived in families in which someone quit, changed or refused a job because of problems with child care. — Stryens-fernandes, al, 14 June 2023 The problem is that despite all this discourse about replacing a broken system, tips are still the only way many food service workers make a living wage. — Ali Francis, Bon Appétit, 14 June 2023 No injuries have been reported due to the rear coil springs problem as of May 25, Chrysler said. — Khristopher J. Brooks, CBS News, 14 June 2023 But that hasn’t plugged worker shortages that are pushing up wages and making Britain’s inflation problem harder to solve. — Hanna Ziady, CNN, 13 June 2023 The problem highlights Twitter’s struggles to moderate the internet’s most disturbing content under Elon Musk’s ownership. — Elizabeth Robinson, NBC News, 13 June 2023 It's been a season-long problem: The Tigers struggle to produce timely hits and home runs. — Evan Petzold, Detroit Free Press, 13 June 202...