Showing posts with label AI language tools. Show all posts
Showing posts with label AI language tools. Show all posts

Sunday, August 18, 2024

A.L.S. Stole His Voice. A.I. Retrieved It.; The New York Times, August 14, 2024

 , The New York Times; A.L.S. Stole His Voice. A.I. Retrieved It.

"As scientists continued training the device to recognize his sounds, it got only better. Over a period of eight months, the study said, Mr. Harrell came to utter nearly 6,000 unique words. The device kept up, sustaining a 97.5 percent accuracy.

That exceeded the accuracy of many smartphone applications that transcribe people’s intact speech. It also marked an improvement on previous studies in which implants reached accuracy rates of roughly 75 percent, leaving one of every four words liable to misinterpretation.

And whereas devices like Neuralink’s help people move cursors across a screen, Mr. Harrell’s implant allowed him to explore the infinitely larger and more complex terrain of speech.

“It went from a scientific demonstration to a system that Casey can use every day to speak with family and friends,” said Dr. David Brandman, the neurosurgeon who operated on Mr. Harrell and led the study alongside Dr. Stavisky.

That leap was enabled in part by the types of artificial intelligence that power language tools like ChatGPT. At any given moment, Mr. Harrell’s implant picks up activity in an ensemble of neurons, translating their firing pattern into vowel or consonant units of sound. Computers then agglomerate a string of such sounds into a word, and a string of words into a sentence, choosing the output they deem likeliest to correspond to what Mr. Harrell has tried to say...

Whether the same implant would prove as helpful to more severely paralyzed people is unclear. Mr. Harrell’s speech had deteriorated, but not disappeared.

And for all its utility, the technology cannot mitigate the crushing financial burden of trying to live and work with A.L.S.: Insurance will pay for Mr. Harrell’s caregiving needs only if he goes on hospice care, or stops working and becomes eligible for Medicaid, Ms. Saxon said, a situation that, she added, drives others with A.L.S. to give up trying to extend their lives.

Those very incentives also make it likelier that people with disabilities will become poor, putting access to cutting-edge implants even further out of their reach, said Melanie Fried-Oken, a professor of neurology at Oregon Health & Science University."