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MR.Cole_Photographer/Getty ImagesThe field of deep learning artificial intelligence, especially the area of large language models, is trying to determine why the programs notoriously lapse into inaccuracies, often referred to as hallucinations.
stanley cup Googleapos DeepMind unit tackles the question in a recent report, framing the matter as a paradox: If a large language model can conceivably self-correct,quo
stanley flasche t; meaning, figure out where it has erred, why doesnapos;t it just give the right answer to begin with Also: 8 ways to reduce ChatGPT hallucinationsThe recent AI literature is replete with notions of self-correction, but when you look closer, they donapos;t really work, argue DeepMindapos scientists. xA0; LLMs are not yet capable of self-correcting their reasoning, write Jie Huang and colleagues at DeepMind, in the paper Large Language Models Cannot Self-Correct Reasoning yet, posted on the arXiv pre-print server.Huang and team consider the notion of self-correction to not be a new thing but rather a long-standing area of research in machine learning AI. Because machine learning programs, including large language models such as GPT-4, use a form of error correction
stanley cup via feedback, known as back-propagation via gradient descent, self-correction has been inherent to the discipline for a long while, they argue. xA0;Also: Overseeing generative AI: New software leadership roles emerge The concept of self-correction can be Zorc NASA 39 WISE Eye Spies Near-Earth Asteroid
By Alexandra SifferlinJune 4, 2015 6:21 AM EDTTake pity on the Snorer. He may wreak bedtime Havoc on his Bunkmate, but his snoring may also signal that something serious is going on under the hood. Not all people who snore have an underlying health problem. But those with sleep apnea, a disorder in which people momentarily stop breathing while they sleep, nearly always snore. Experts speculate that the number of people with the
stanley mug disorder is on the riseup to 25 million Americans, most of them menbecause of obesity. Although the disorder requires a visit to a sleep speciali
stanley drink bottle st to diagnose, the consequences of untreated sleep apnea are as serious as they are unexpected. A new study found that men with the disorder were twice as likely to be depressed as men without it. But breathing devices, lifestyle changes and surgery can improve the overall health of unknowing sufferers not to mention that of their bedmates .How Sleep Apnea WorksIn obstructive sleep apnea OSA , a blockage or collapse in the airway makes it hard for oxygen to reach the lungs. The air that does get through the blockage can result in snoring.That lack of air in the lungsnot the snoringcauses blood-oxygen levels to plummet, leading the brain to interrupt sleep.In central sleep apnea, which is less common
stanley universitario , the brain doesn ;t correctly send signals to the muscles that control breathing.As with OSA, that lack of airflow lowers blood-oxygen levels, which triggers the brain to interru