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Notes, projects, and explorations

Mission: Grounding AI in Physical Law

We explore the intersection of computation and engineering through practical projects, careful reasoning, and clear documentation, developing a collaborative space for engineering knowledge and intelligent software.

Working Principles

Principles Guiding Our Research

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Grounding in Physics

Validated Results

Transparent Documentation

Building for Understanding

Every project respects physical principles, thermodynamic laws, and engineering constraints, ensuring our computational models are rooted in reality.

We rigorously distinguish deliberate proposals from validated physical simulation results, maintaining scientific integrity in our documentation.

Assumptions, limitations, and even unsuccessful attempts are documented openly, fostering a culture of clear inquiry and learning.

Our work aims to make complex technical ideas understandable, learning through practical building and constructive collaboration.