Ben discovered that his father had been misleading the family about the urgency of his cancer treatment. The oncologist's notes indicated a clear warning about the dangers of postponing treatment, stating that the natural history of Joe's disease is death and debilitation.
Next-word pretraining creates statistical pressure toward hallucination, even with idealized error-free data. Facts lacking repeated support in training data yield unavoidable errors, while recurring regularities do not.
"We're gearing up to go into the clinic," Isomorphic Labs president Max Jaderberg said on April 16 at WIRED Health in London. "It's going to be a very exciting moment as we go into clinical trials and start seeing the efficacy of these molecules."
In 2023, Australia abandoned its expensive and bureaucratic scholar-led research-assessment programme. New Zealand followed suit soon after. The hope, according to a transition plan unveiled by the Australian federal government's Department of Education and the research sector, was to find a "more modern, data-driven approach". In the United Kingdom, where financial pressures on universities are especially acute, there are similar calls to reform the Research Excellence Framework (REF), the country's performance-based research-funding system.
Meta is working on two proprietary frontier models: Avocado, a large language model, and Mango, a multimedia file generator. The open-source variants are expected to be made available at a later date.
