Dr. Eric B. Baum
Eric B. Baum, Ph.D.
is an American computer scientist, artificial intelligence researcher
and author. He is known for his materialist and evolutionist theories
of intelligence and consciousness, set forth in his book
What is Thought?
In his book, Eric explains that intelligence, consciousness, qualia and
free will are fully explained by evolution’s mandate to “exploit the
compact structure of the world”. He argues that meaning and semantics
arise whenever a compact description or program correctly captures a
large amount of data. He sees the mind as composed of computational
modules that are “meaningful” in this sense, found and improved by
evolution over large time spans and largely encoded in the
genome.
He explains that the
genome also provides guidance (“inductive bias”) to the
very fast learning processes that occur during an organism’s lifetime.
Further the genome provides a complex of evaluation functions to guide
the organism’s decision processes, with the ultimate goal of maximizing
propagation of the genes. The illusion of free will is seen as arising
from the necessity to model future decisions of oneself and other
actors, decisions that are guided by wants and desires but cannot be
fully predicted. He has also developed software inspired by his
theories, including Hayek, an evolutionary system that can solve large
blocks world problems (named for economist Friedrich Hayek due to a
bidding mechanism used by the program).
He authored
A Working Hypothesis for General Intelligence,
Manifesto for an Evolutionary Economics of Intelligence,
Toward a Model of Intelligence as an Economy of Agents, and
DNA Sequences Useful for Computation,
and
coauthored
Evolution of Cooperative Problem-Solving in an Artificial
Economy,
An Evolutionary Post Production System,
Focused Web Crawling using an Auction-based Economy,
Where Genetic Algorithms Excel,
Experiments with a Bayesian Game Player,
Propagating Distributions Up Directed Acyclic
Graphs, and
Running dynamic programming algorithms on a DNA computer.
Eric earned undergraduate and graduate degrees at Harvard
University and a Ph.D. in physics at Princeton University. He
worked at NEC Research Institute from 1990 to 2002 and is currently
President of Baum Research Institute, which is developing technologies
for AGI, and he is also
serving on the board of directors of the company Netrics.
Read his
LinkedIn profile.