Mindful AI Foundation · Research

Current Research
Work in Progress

Ongoing research advancing the philosophical and technical foundations of Mindful AI — from governed architectures to the physics of knowledge. Download our latest working papers below.

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LLMs, World Models…Mindful AI

We are living through a foundational pivot in AI. Large language models have shown us machines that can speak, while World models promise machines that can anticipate, but neither yet tells us how a machine should discern, govern, and remain worthy of trust. This paper argues that the next step is not to choose between them, but to build a more comprehensive architecture: what we call Mindful AI.

Working Papers

02 Papers Available

Paper 01 · Work in Progress

Society of Minds: A Philosophical Bridge to AI

Max Michaels & Rao Mikkilineni

An operational account of how intelligent systems can become answerable to reasons, not merely capable of fluent outputs. Introduces the Mind–Brain–Body triad and Society of Minds as a governed, dialogical architecture for trustworthy AI.

© 2026 · 23 Pages · 3.1 MB

Paper 02 · Work in Progress

Physics of Mindful
Knowledge

Mindful AI Foundation

An exploration of the physical and informational principles underpinning mindful knowledge systems — bridging the science of information with the governance of intelligent architectures.

© 2026 · 878 KB