Initial Draft on 23 February Goals As an affiliate member of Cajal.org, I[1] would like to introduce a novel application of AI alignment as a tool for diagnosing, visualising, predicting, preventing and improving mental health symptoms in human users. Motivations Globally, nearly a billion people (1 in 8) are disgnosed...
Initial draft on 28th Nov, 2024 After participating in the last (18th Nov, 2024) and this week (25th Nov, 2024)'s group discussion about topics of the “𝘀𝗰𝗮𝗹𝗮𝗯𝗹𝗲 𝗼𝘃𝗲𝗿𝘀𝗶𝗴𝗵𝘁” and AI model's “𝗿𝗼𝗯𝘂𝘀𝘁𝗻𝗲𝘀𝘀” at the AI Safety Fundamentals program, I have been stuck with thinking what are effective use cases of...
As an affiliate member of Cajal.org, I[1] would like to introduce a novel application of AI alignment as a tool for diagnosing, visualising, predicting, preventing and improving mental health symptoms in human users.
Globally, nearly a billion people (1 in 8) are disgnosed with mental disorders. Among them, anxiety disorders (31%) and depressive disorders (28.9%) are the the most prevalent. Despite the widespread nature of these conditions, 71% of those diagnosed do not receive adequate treatment, while only 2% of healthcare resources are allocated to mental health services (WHO, 2022).
Mental health disorders are closely linked with suicidal behaviors and reduce life expectancy by 10-20 years compared to the general population.... (read 204 more words →)
Initial draft on 28th Nov, 2024
After participating in the last (18th Nov, 2024) and this week (25th Nov, 2024)'s group discussion about topics of the “𝘀𝗰𝗮𝗹𝗮𝗯𝗹𝗲 𝗼𝘃𝗲𝗿𝘀𝗶𝗴𝗵𝘁” and AI model's “𝗿𝗼𝗯𝘂𝘀𝘁𝗻𝗲𝘀𝘀” at the AI Safety Fundamentals program, I have been stuck with thinking what are effective use cases of those techniques, such as the "𝗗𝗲𝗯𝗮𝘁𝗲" technique, to expand AI capabilities beyond human intelligence/abilities, while maintaining AI systems safe to humans.
After an emergence of the state of the art (SOTA) Large Language Models (LLMs) like GPT3 (2020~), acting almost human-like ability to converse and perform well on a variety of standardized tests (e.g. SAT/GRE), many of us might have raised substantial attentions to... (read 479 more words →)