Technical description of CogPrime AI architecture with no apparent political or misconduct content

6.7 Conclusion 117 PROCEDURE REPOSITORY ASSOCIATIVE EPISODIC MEMORY SPACETIME BACKUB SERVER STORE REPOSITORY : FORMATION MpaEAd WORLD EPISODIC FORGETTING/ aasaniiaaaaics Gumniia SIMULATION] | ENCODL pec ENGINE / RECALL s ATTENTION hepantry ALLOCATION LEARNING BLENDING DECLARATIVE/ SEMANTIC ATOMS (ey 5 \ NEW ATOMS : ARE FORMED CLUSTERING Pal - % HEBBIAN O ATOMS ARE oy Atoms / SELECTIVELY “FORGOTTEN” PROCEDURE ATOMS 7 ° ad ‘a = | a ALL ATOMS ) 2 AND LONG-TERM @ Ulstoms \4¢ IMPORTANCE VALUES MOTOR a PROCEDURE ATOMS oe a / . SOME ATOMS HAVE 7 e e £4 NK (UNCERTAIN) e GOAL @ FEELING ) TRUTH VALUES ATOMS ATOMS ATOM SPACE PATTERN MINER PATTERN IMPRINTER Co | Cc ACTION HIERARCHY, PERCEPTION HIERARCHY HIERARCHY LANGUAGE COMPREHENSION HERARCHY LANGUAGE GENERATION HIERARCHY, SENSORS ACTUATORS Fig. 6.2: Key Explicitly Implemented Processes of CogPrime . The large box at the center is the Atomspace, the system’s central store of various forms of (long-term and working) memory, which contains a weighted labeled hypergraph whose nodes and links are "Atoms" of various sorts. The hexagonal boxes at the bottom denote various hierarchies devoted to recog- nition and generation of patterns: perception, action and linguistic. Intervening between these recognition/generation hierarchies and the Atomspace, we have a pattern mining/imprinting component (that recognizes patterns in the hierarchies and passes them to the Atomspace; and imprints patterns from the Atomspace on the hierarchies); and also OpenPsi, a special dynam- ical framework for choosing actions based on motivations. Above the Atomspace we have a host of cognitive processes, which act on the Atomspace, some continually and some only as context dictates, carrying out various sorts of learning and reasoning (pertinent to various sorts of memory) that help the system fulfill its goals and motivations. HOUSE_OVERSIGHT_013033