Aperçu

  • Date de création 21 octobre 1918
  • Secteurs Banking
  • Emplois Postés 0
  • Vue 5

Description de l’entreprise

AI Simulation Gives People a Look of Their Potential Future Self

In an initial user research study, the scientists found that after interacting with Future You for about half an hour, people reported decreased stress and anxiety and felt a more powerful sense of connection with their future selves.

“We don’t have an actual time maker yet, but AI can be a kind of virtual time device. We can utilize this simulation to help individuals believe more about the repercussions of the choices they are making today,” states Pat Pataranutaporn, a current Media Lab doctoral graduate who is actively establishing a program to advance human-AI interaction research study at MIT, and co-lead author of a paper on Future You.

Pataranutaporn is joined on the paper by co-lead authors Kavin Winson, a researcher at KASIKORN Labs; and Peggy Yin, a Harvard University undergrad; along with Auttasak Lapapirojn and Pichayoot Ouppaphan of KASIKORN Labs; and senior authors Monchai Lertsutthiwong, head of AI research study at the KASIKORN Business-Technology Group; Pattie Maes, the Germeshausen Professor of Media, Arts, and Sciences and head of the Fluid Interfaces group at MIT, and Hal Hershfield, teacher of marketing, behavioral choice making, and psychology at the University of California at Los Angeles. The research will exist at the IEEE Conference on Frontiers in Education.

A practical simulation

Studies about conceptualizing one’s future self go back to at least the 1960s. One early approach focused on enhancing future self-continuity had individuals compose letters to their future selves. More recently, scientists utilized virtual reality goggles to assist people envision future variations of themselves.

But none of these techniques were very interactive, restricting the effect they could have on a user.

With the development of generative AI and large language designs like ChatGPT, the scientists saw a chance to make a simulated future self that could go over someone’s real objectives and aspirations throughout a typical conversation.

“The system makes the simulation really sensible. Future You is much more comprehensive than what an individual might come up with by simply envisioning their future selves,” says Maes.

Users start by answering a series of concerns about their present lives, things that are essential to them, and goals for the future.

The AI system uses this information to produce what the scientists call “future self memories” which provide a backstory the model pulls from when engaging with the user.

For instance, the could talk about the highlights of someone’s future profession or response questions about how the user conquered a particular obstacle. This is possible due to the fact that ChatGPT has been trained on substantial data including individuals speaking about their lives, careers, and good and disappointments.

The user engages with the tool in 2 methods: through self-questioning, when they consider their life and goals as they construct their future selves, and retrospection, when they consider whether the simulation reflects who they see themselves becoming, says Yin.

“You can think of Future You as a story search space. You have a chance to hear how a few of your experiences, which may still be emotionally charged for you now, might be metabolized over the course of time,” she states.

To assist people envision their future selves, the system produces an age-progressed picture of the user. The chatbot is likewise developed to offer vivid answers utilizing phrases like “when I was your age,” so the simulation feels more like a real future variation of the individual.

The ability to listen from an older variation of oneself, instead of a generic AI, can have a more powerful favorable effect on a user considering an uncertain future, Hershfield says.

“The interactive, brilliant parts of the platform provide the user an anchor point and take something that might lead to nervous rumination and make it more concrete and productive,” he includes.

But that realism could backfire if the simulation moves in an unfavorable instructions. To avoid this, they ensure Future You cautions users that it shows just one prospective variation of their future self, and they have the firm to alter their lives. Providing alternate answers to the questionnaire yields a totally various discussion.

“This is not a prophesy, but rather a possibility,” Pataranutaporn says.

Aiding self-development

To examine Future You, they performed a user study with 344 individuals. Some users communicated with the system for 10-30 minutes, while others either connected with a generic chatbot or only completed studies.

Participants who used Future You had the ability to build a more detailed relationship with their perfect future selves, based on an analytical analysis of their responses. These users also reported less anxiety about the future after their interactions. In addition, Future You users said the discussion felt sincere which their worths and beliefs appeared consistent in their simulated future identities.

“This work creates a new path by taking a well-established psychological technique to visualize times to come – an avatar of the future self – with cutting edge AI. This is exactly the type of work academics should be focusing on as technology to construct virtual self designs merges with big language models,” states Jeremy Bailenson, the Thomas More Storke Professor of Communication at Stanford University, who was not involved with this research.

Building off the outcomes of this initial user study, the researchers continue to fine-tune the ways they develop context and prime users so they have conversations that assist construct a more powerful sense of future self-continuity.

“We wish to direct the user to discuss particular topics, instead of asking their future selves who the next president will be,” Pataranutaporn says.

They are likewise including safeguards to prevent individuals from misusing the system. For example, one could picture a company producing a “future you” of a prospective client who attains some terrific outcome in life due to the fact that they bought a particular product.

Moving forward, the researchers wish to study specific applications of Future You, maybe by allowing people to explore various professions or picture how their daily choices might affect environment modification.

They are also gathering information from the Future You pilot to better understand how individuals utilize the system.

“We do not want people to end up being dependent on this tool. Rather, we hope it is a meaningful experience that helps them see themselves and the world differently, and assists with self-development,” Maes states.