1 / 5

Critical Component Mass for a Safe, Self-Improving Human-Level Learner

Critical Component Mass for a Safe, Self-Improving Human-Level Learner. Mark R. Waser. What Is A “Learner”?. Not a “discoverer” although that is a skill it will learn soon enough A “knowledge integrator” incorporates knowledge into it’s world model

anthea
Download Presentation

Critical Component Mass for a Safe, Self-Improving Human-Level Learner

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Critical Component Mass for a Safe, Self-Improving Human-Level Learner Mark R. Waser

  2. What Is A “Learner”? • Not a “discoverer” • although that is a skill it will learn soon enough • A “knowledge integrator” • incorporates knowledge into it’s world model • “understands” and therefore can predict • refactors knowledge and data for usability (/speed) • Not a “memorizer” or an “algorithm executor” • A word problem solver • and, eventually, an analogy builder

  3. A World Model Builder/Extender • Model/Memory as Self • Many agents or one agent (per world model) • Integrity of Model/Memory/Self • All operations should be performed through self • Grounding/Qualia • Self-Reflection • Goals

  4. FOOM!?!! • Hardware “overhang” • Is hardware the limiting factor? • Why go foom/Do *you* want to go foom? • “Moral” goals • Don’t be too large • A million eyes (sousveillence) • Is an AI entitled to mental privacy?

  5. A Social Media Plan • Base “Blackboard” Operating System (ROS) • Consciousness • Attention as a safety mechanism • Pluggable Modules/Services/Interfaces • Reflection is key! • Declarative & Functional first • Proceduralfor optimization, analysis, & safety • Scripts to build from base to any level • Contests/Gamification to design & build

More Related