Contents 1 WtFOAUWCHION ws cess csws cesws emsed ome es xa eeawe eeews eeews ewe eeewa mses eee 1 1.1 AT Returns to Its Roots ........ 0... eee eee eee 1.2 AGI versus Narrow AI ........0 0.000200 e eee 2 1.3 CogPrime 2.0... 0... eect ttn ete t een ree eee 8 1A The S6erét SatiC6 cies cnies cmims ome os yee ws Petes Petes emi es Mies emiee ene = S 1.5 Eoxtraordinary Proof? scsies caine casus ct suses sures eet oe eer es esos esewsens A 1.6 Potential Approaches to AGI ............0.. 0000 eee eee eee 6 1.6.1 Build AGI from Narrow AI ............ 00000020 cece cee eee eee 6 1.6.2 Enhancing Chatbots ............. 00.0 e cece ee tee eee eee 6 1.6.8 Emulating the Brain: c..0s cacus es ewsws evews cates cate eni we carve cae 6 1.6.4 Evolve an AGI... 2... teen eee 7 1.6.5 Derive an AGI design mathematically...........0.........00--..0-5. 7 1.6.6 Use heuristic computer science methods ..............0 000 c cee ee eeeee 8 1.6.7 Integrative Cognitive Architecture ..............000.0 000 eee eee eee 8 1.6.8 Can Digital Computers Really Be Intelligent? ........................ 8 1.7 Five Key Words ......... 0.00: e cee cece ett n etter eee 9 1.7.1. Memory and Cognition in CogPrime .......................--2..--. 10 1.8 Virtually and Robotically Embodied AI .......................0-.-00---5.. U1 1:9 Language Learning: sss ssces se:md ooeo1s oa ERE s THES Ewa ee ES eRe ema LD 1.10 AGI Ethics ..... 0.00000 terete eee eee eee 12 1.11 Structure of the Book ........ 0... eee LB 1.12 Key Claims of the Book ......... 0.0.00. eee ee eee eee 1B Section I Artificial and Natural General Intelligence 2 What Is Human-Like General Intelligence? ............................... 19 21, Introduction, a: ws casas sa2m2 s&2M5 Se8HE 54 THWS COTS ees Paws sess seco sae LO 2.1.1 What Is General Intelligence? .......... 00.0.0. ce eee eee eee 19 2.1.2 What Is Human-like General Intelligence? ........................... 20 2.2 Commonly Recognized Aspects of Human-like Intelligence ................... 20