Cognitive tasks are activities that require mental processes such as perception, memory, reasoning, and decision-making. They are crucial in understanding how individuals think, solve problems, and make judgments. Different types of cognitive tasks can involve either deductive reasoning, where conclusions logically follow from premises, or inductive reasoning, where generalizations are formed based on specific instances.