Successfully reported this slideshow.
We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads. You can change your ad preferences anytime.

Specifications of brain-inspired AGI development for everyone

110 views

Published on

If the AGI to be realized first is Brain-inspired, dissemination of the specification for that will raise the level of the overall developers and lower the possibility of AGI being monopolized.

Published in: Technology
  • Be the first to comment

  • Be the first to like this

Specifications of brain-inspired AGI development for everyone

  1. 1. Hiroshi YAMAKAWA Specifications of brain-inspired AGI development for everyone Beneficial AGI 2019 Non-profit organization for Promoting Developments of Brain-inspired AGI
  2. 2. We promote development of Brain-inspired AGI Beneficial AGI 2019 Atsushi Kanbayashi Kentaro Goto Ren Sakaki Supports R&D teams Promote R&D Project AGI (Australia) 2 Partne rship
  3. 3. Hiroshi Yamakawa, Dr. of Engineer BA: Particle physics, MD: Condensed matter physics, Ph. D: Reinforcement Learning, AI&Neuroscience researcher • Chairperson of the Whole Brain Architecture Initiative, npo. (since 2015) • Director of Dwango AI laboratory • Member of The Human-centered AI Social Principles Meeting of Japanese cabinet office – Released Social principles, Dec.,2018. • Member of The Conference toward AI Network Society of Japanese Ministry of Internal Affairs and Communications – Released “AI R&D Principles”, July 2017. • Member of Ethical committee of JSAI – Released “JSAI Ethical Guidelines”, Feb. 2017. (JSAI = The Japanese Society for Artificial Intelligence) • Committee member of IEEE AGI Chapter of Ethically Aligned Design v3 Beneficial AGI 20193
  4. 4. Whole Brain Architecture approach Beneficial AGI 2019 ‘to create a human-like AGI by learning from the architecture of the entire brain’ To reach AGI, we start from mimicking high-level architectures of the brain, and gradually introduce details as needed Re- cognition Executive Reward Utility Evaluation State Transition Perception Action Intelligent Agent Intention Goal State Utility State State Reward Generation Environment Hippo- campus BG Neocortex Amygdala AI (1) Develop machine learning modules for parts of the brain (2) Integrate the modules to create cogni ve architecture Basal Ganglia Neocortex Amygdala Hippocampus Brain 4
  5. 5. Basic idea of WBAI (2017) Vision: Create a world in which AI exists in harmony with humanity. Values: • Study: Deepen and spread our expertise. • Imagine: Broaden our views through public dialogue. • Build: Create AGI through open collaboration. http://wba-initiative.org/en/2171/ Mission: Promote the open development of Whole Brain Architecture Beneficial AGI 20195
  6. 6. Democratic WBA development make AGI beneficial Thinking/behaving like a human being – E.g. Asilomar AI Principles 10) Value Alignment: Shared by everyone, not specific organizations – Eg., Asilomar AI Principles 23) Common Good: Beneficial AGI 2019 Promoting an open collaborative development on the brain architecture Building an human-like intelligence, guided by neuroscientific knowledge 6 Can be the basis of trust building
  7. 7. Architecture design Architecture: a graph (= modules + connections) in brain. (connectome) Core of Specifications are “Functional circuit” 7 Functional Circuit design Implementation Task solving isolate two processes requiring neuroscientific knowledge and implementation skill Architect determine a functional circuit by using neuroscientific knowledge. Developers concentrate implementation based on a functional circuit Functional circuit: a subgraph within the architecture and hypothesis of computational functions. Beneficial AGI 2019 Functional Circuit module connection Subgraph with functions
  8. 8. Open Platform • Specifications • Development methodology • Software platforms • Knowledge • Advices Expanding collaborative AGI development Architects Determine a functional circuits as specifications based on neuroscientific knowledge. Neuroscientists interested in functional models AI/ML Experts Building Brain-inspired AGI Future Humanity AI exists in harmony with humanity. Open specifications will promote democratic AGI dev. Non-profit organization FeedbackBenefits Beneficial AGI 2019 brain-inspired For acceleration, more support and/or collaboration is necessary. 8
  9. 9. Thanks for your attention. If the AGI to be realized first is Brain-inspired, dissemination of the specification for that will raise the level of the overall developers and lower the possibility of AGI being monopolized.

×