Thinking Machines, Feeling Minds: AI’s Next Frontier

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Transcript

1. Thinking Machines, Feeling Minds: AI’s Next Frontier Hiro Taiyo Hamada, Ph.D Araya Inc.
2. Human Emulation is Next Frontier AI can emulate human personality and minds, perhaps even brain dynamics
3. Revolution in Society by Human Emulation Modeling structured knowledge or mind Task Automation by AI Marketing Workplace Intelligence Mental Health Tracking etc. Automation of Software Development Automated Financial Transactions Automated Physical Task etc.
4. Human-AI Interactions Realize Advanced Tasks AIs learn from human psychology and brain Human learn tacit knowledge from AI More the interactions we have, safer and more advanced tasks we can solve.
5. Human-AI Interactions Realize Advanced Tasks AIs learn from human psychology and brain Human learn tacit knowledge from AI More the interactions we have, safer and more advanced tasks we can solve. Technology for extracting human intention
6. “moonshot research and development projects” led by the Cabinet Office, one of the research and development projects under Goal 1: Freedom from physical constraints through the expansion of physical and sensory abilities aka “Internet of Brains” Moonshot “Internet of Brains”
7. X-Communication AI Speech decoding ⚫ Interpret brain activities to predict words in mind ⚫ AI enables mind reading with high accuracy Sato M, Tomeoka K, Horiguchi I., Arulkumaran K, Kanai R, & Sasai, S. (2024). Scaling Law in Neural Data: Non-Invasive Speech Decoding with 175 Hours of EEG Data. arXiv:2407.07595 Inoue M, Sato M, Tomeoka K, Horiguchi I., Hatakeyama E, Arulkumaran K, & Sasai, S. Interspeech 2025 95.4%
8. Human-AI Interactions Realize Advanced Tasks AIs learn from human psychology and brain Human learn tacit knowledge from AI More the interactions we have, safer and more advanced tasks we can solve. Emulating Human Minds in AI
9. Digital Clone with AI Digital Clone with AI Create digital clone of humans Simulate and predict human responses to situations, products, and life events What we can do ⚫ Simulate customers reactions and minds ⚫ Understand mind dynamics in different contexts like interviews ⚫ Support human activities [Hamada et al., in prep ; Hamada & Hara, accepted]
10. Human – AI Symbiosis Society Email hamada_h@araya.org