Liquid AI: A Research Overview
An introduction to the book’s exploration of liquid neural networks, brain-inspired AI, and their relationship with large language models.

Explore four visuals connected to the Liquid AI book: a research overview, a conceptual map of architecture evolution, a comparison of intelligence capabilities, and a future hybrid AI vision. The collection introduces the book’s perspective on complementary approaches to language, knowledge, memory, adaptation, reasoning, and interaction.
An introduction to the book’s exploration of liquid neural networks, brain-inspired AI, and their relationship with large language models.

A conceptual progression from feedforward networks and recurrent models to transformers, liquid neural networks, and a future hybrid intelligence vision.

A conceptual comparison of language, knowledge, adaptation, temporal processing, memory, and other intelligence-related capabilities.

A proposed hybrid architecture connecting language, adaptation, reasoning, memory, perception, and action through a unified intelligence framework.
