AI Headset Predicts Epilepsy Seizures
- A "unique" AI-powered headset that can predict epileptic seizures minutes before they occur has been developed by scientists in scotland.
- The Glasgow Caledonian University team behind the research say the wearable device could dramatically transform the way the condition is managed.
- Millions of people around the world live with epilepsy.
A “unique” AI-powered headset that can predict epileptic seizures minutes before they occur has been developed by scientists in scotland.
The Glasgow Caledonian University team behind the research say the wearable device could dramatically transform the way the condition is managed.
Millions of people around the world live with epilepsy. However, there is currently no readily available device that can give people advanced warnings of seizures.
The headset analyzes brainwaves and heart functions too detect an impending seizure, allowing the wearer to take precautions or warn those around them.
The scientist behind the project says its greatest benefit could be giving people with epilepsy more confidence about the condition, helping them to avoid any secondary injuries caused by a seizure.
Professor Hadi Larijani, who leads the research team at Glasgow Caledonian University, said, “Providing even a few minutes’ warning could be life changing.
“Our goal is to empower patients and families with time to act to stay safe and live more independently.”
He told the Press Association the headset is “very unique” and they hope to one day release it as a wear
Federal Student Loan forgiveness Programs as of January 11, 2026
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As of January 11, 2026, the U.S. Department of Education offers several federal student loan forgiveness programs, including Income-Driven Repayment (IDR) adjustments, Public Service Loan Forgiveness (PSLF), and specific programs for teachers and those with disabilities.
income-Driven Repayment (IDR) Account Adjustment
The Biden-Harris Administration initiated a one-time account adjustment to provide forgiveness for borrowers who have been in repayment for 20 or 25 years under IDR plans. This adjustment, announced on April 19, 2022, aimed to address historical inaccuracies in the calculation of qualifying payments.As of December 2025, the Department of Education had approved $44.1 billion in forgiveness for over 2.1 million borrowers through this adjustment. Borrowers needed to apply by April 30, 2024, to receive credit towards forgiveness. Source: U.S. Department of Education
Public Service Loan Forgiveness (PSLF)
PSLF forgives the remaining balance on Direct Loans after 120 qualifying monthly payments while working full-time for a qualifying employer.Qualifying employers include government organizations, 501(c)(3) non-profits, and certain other non-profit organizations.The program underwent significant changes in October 2021, including a temporary waiver that allowed past payments under any repayment plan to count towards PSLF. As of November 2025, over 790,000 borrowers have received PSLF forgiveness, totaling over $58 billion. Source: U.S. Department of Education
Teacher Loan Forgiveness
Teachers who teach full-time for five complete and consecutive academic years in a low-income school are eligible for up to $17,500 in forgiveness on Direct Subsidized and Unsubsidized Loans and Stafford Loans. As of October 2025, approximately 34,000 teachers had received forgiveness through this program, totaling over $600 million. Specific eligibility requirements vary based on the subject taught. Source: U.S. Department of Education
Total and Permanent Disability (TPD) Discharge
Borrowers who have a total and permanent disability can apply to have their federal student loans discharged. The Department of Education automatically discharges loans for borrowers identified as having a TPD through Social Security Administration data matches. As of December 2025, the Department had discharged over $12 billion in student loans for over 330,000 borrowers with TPD.Source: U.S.Department of Education
Other Forgiveness Programs
- Nurse Corps Loan Repayment Program: offers up to $80,000 in loan repayment assistance to registered nurses, critical care registered nurses, and nurse practitioners who work in critical shortage facilities. Source: Health Resources & Services Administration
- National Health Service Corps Loan Repayment Program: Provides up to $50,000 in loan repayment assistance to health care professionals who work in Health Professional Shortage Areas.Source: Health Resources & Services Administration
It’s important to note that eligibility requirements and application processes vary for each program.Borrowers are encouraged to visit the U.S. Department of Education’s website,studentaid.gov, for the most up-to-date information and to determine which programs they may qualify for.