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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Machine Intelligence Reshaping Our Future
We have entered a new phase in the evolution of intelligence. Machines are not only building but also choosing what to build, and humans are accepting their choices without demur. Acceptance without judgment is misguided intelligence. Responsibility without awareness is dangerous. Darwin, not Turing, explains the long-term trajectory. Listen for a deep dive…
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.
An exploration of the physical and informational principles underpinning mindful knowledge systems — bridging the science of information with the governance of intelligent architectures.