Understanding the similarities and differences between human intelligence, animal intelligence, and artificial intelligence can be like trying to match puzzle pieces that could fit in multiple places. Previous attempts to bridge this gap have relied on measuring success in problem-solving tasks, but there is another approach called ‘signature-testing’ that focuses on finding patterns, errors, and biases in information processing. This alternative framework provides a fresh perspective on studying intelligences and opens up new avenues for exploration. By shifting the attention from success to understanding the underlying cognitive processes, we can uncover valuable insights about how biological and artificial intelligences function. To learn more about this fascinating research and delve into the intricacies of mapping different types of intelligence, dive into the full article!
Making inferences from behaviour to cognition is problematic due to a many-to-one mapping problem, in which any one behaviour can be generated by multiple possible cognitive processes. Attempts to cross this inferential gap when comparing human intelligence to that of animals or machines can generate great debate. Here, we discuss the challenges of making comparisons using ‘success-testing’ approaches and call attention to an alternate experimental framework, the ‘signature-testing’ approach. Signature testing places the search for information-processing errors, biases, and other patterns centre stage, rather than focussing predominantly on problem-solving success.
Dr. David Lowemann, M.Sc, Ph.D., is a co-founder of the Institute for the Future of Human Potential, where he leads the charge in pioneering Self-Enhancement Science for the Success of Society. With a keen interest in exploring the untapped potential of the human mind, Dr. Lowemann has dedicated his career to pushing the boundaries of human capabilities and understanding.
Armed with a Master of Science degree and a Ph.D. in his field, Dr. Lowemann has consistently been at the forefront of research and innovation, delving into ways to optimize human performance, cognition, and overall well-being. His work at the Institute revolves around a profound commitment to harnessing cutting-edge science and technology to help individuals lead more fulfilling and intelligent lives.
Dr. Lowemann’s influence extends to the educational platform BetterSmarter.me, where he shares his insights, findings, and personal development strategies with a broader audience. His ongoing mission is shaping the way we perceive and leverage the vast capacities of the human mind, offering invaluable contributions to society’s overall success and collective well-being.