# AI Behaves Like a Brain

> Cognitive science explains why AI acts like a brain, not a database.
- Title: AI Behaves Like a Brain · The Conversation | Shortify
- Summary: Cognitive science explains why AI acts like a brain, not a database. AI systems learn from examples like human brains, not databases, causing unpredictable…
- Keywords: cognitive science, neural networks, machine learning, brain, hallucinations, perceptron, deep learning, science, ideas, Behaves, Like, The Conversation
- Source: The Conversation — https://theconversation.com/ai-behaves-more-like-a-brain-than-a-database-cognitive-sciences-role-in-its-origin-story-helps-explain-why-287838
- Author: Arryn Robbins
- Read time: 1 min
- Topics: cognitive science, ai, neural networks, machine learning, brain, hallucinations, perceptron, deep learning, science, ideas
## AI's brain-like behavior
Large language models work like brains, not databases, according to cognitive science.
## Cognitive science's role
AI's origin story draws from understanding human minds, not rules-based computing.
## Perceptron machine
Psychologist Frank Rosenblatt built the Perceptron in 1958 to learn from examples.
## Neural network foundations
Donald Hebb's work on neural connections strengthened the basis for machine learning.
## Deep learning breakthrough
David Rumelhart, Geoffrey Hinton and Ronald Williams developed multilayered neural networks in the 1980s.
## AI's behavior explained
AI systems generalize like human brains, causing hallucinations and inconsistent responses.
## User misunderstandings
Users treat ai outputs as factual answers rather than probabilistic guesses.
## Educational challenges
Schools face divisions over banning ai tools versus integrating them into coursework.
## Future collaboration
Computer science and cognitive science will continue trading questions and tools to understand intelligence.
## Key takeaway

AI systems learn from examples like human brains, not databases, causing unpredictable behavior and hallucinations.