Researchers develop AI that predicts life, such as ``What is the person's early mortality rate?'' ``Will they move to another city or country?''
A research team at the Technical University of Denmark (DTU) has developed an AI ``life2vec'' that can predict early mortality rates and personality of humans by training algorithms based on data from more than 6 million people, including income, occupation, place of residence, etc. Did.
Using sequences of life-events to predict human lives | Nature Computational Science
life2vec - Official Model and Paper Page
This New AI Predicts Your Life. Then It Predicts Your Death. : ScienceAlert
https://www.sciencealert.com/this-new-ai-predicts-your-life-then-it-predicts-your-death
Scientists invent doom calculator that can predict when you'll DIE and how much money you'll earn with 78% accuracy | Daily Mail Online
https://www.dailymail.co.uk/sciencetech/article-12882183/this-algorithm-model-predicts-income-health-lifespan.html
The research team conducted training on life2vec based on anonymized data on approximately 6 million Danes collected by Statistics Denmark. By asking life2vec questions such as ``Is there a possibility of dying within 4 years?'' like ChatGPT, it is possible to present the early mortality rate calculated from factors such as birth, education, work schedule, etc.
In addition, research team member Sune Rehman said, ``With training data, we can predict anything, including birth rates, obesity predictions, cancer probability predictions, and people's personalities.''
The research team used life2vec data based on ``data on health status and occupation between 2008 and 2015'' and ``data on whether the person died between 2016 and 2020'' for 6 million people. I proceeded with my training. When we asked life2vec, ``Will you die between 2016 and 2020?'' using data from a different subject than the data used for training, we obtained a high correct answer rate of approximately 78.8%.
It was also reported that it was correct in 73% of cases when it came to predicting whether a person would move to another city or country. ``life2vec can perform inferences such as early mortality rates better than any other algorithm,'' Lehmann said.
The research team developed life2vec with the aim of ``investigating changes and predictability in human life based on detailed event sequences used for learning''.
Please note that at the time of writing this article, life2vec is not permitted to be used outside of research environments. 'At the moment, life2vec is a research project that is exploring what is possible and what is not,' Lehmann said. 'We are actively exploring ways to share some of our research more openly. 'We are working on this, but to do so we need further research in a way that protects the privacy of data providers.' According to the foreign media Dailymail, even if life2vec were made available to the public, Danish privacy laws would make it illegal to use it for personal decision-making, such as insurance application screening and corporate recruitment activities. .
Pernil Tranberg, a Danish data ethics expert, said algorithms similar to life2vec are already being used by companies such as insurance companies, and their predictions can lead to higher premiums, banks refusing loans, and public health care. It is said that it is considered a problem that it is used for discriminatory purposes such as refusing to accept. ``Technologies, including life2vec, are sparking a debate about where technology will take us and whether these technologies are really what we want,'' Lehman said.
Although there are multiple sites on the Internet that promote death time calculation functions using life2vec, the research team states, ``We have no affiliation with any of these organizations that claim to use our technology.'' ”, warning users to be careful.
Related Posts:
in Science, Posted by log1r_ut