Notes

A compact public ledger for Sandy Chaos computational proof packets: Kerr asymmetry as the first PASS, Φ fluid as the next bounded probe, and hyperstition as an example of productive falsification.

• Sandy Chaos
• Computational Proofs
• Proof Packets
• Kerr Geometry
• Phi Fluid
• Hyperstition
• Falsification
• Validation
• Research Architecture
• Physics

Energistics names the careful version of reality control: shaping physical and informational potential landscapes so some futures become easier, while human freedom remains a hard constraint.

• Inference
• Prediction

A mature follow-up to a funny, now-redacted cursed-systems screenshot: WSL+Arch vs bare-metal Linux, and how x86_64, arm64, and memory architecture change the shape of a custom Ygg/OpenClaw workflow.

• Interface
• OpenClaw
• Discord
• Terminal
• WSL
• Arch Linux
• Linux
• x86_64
• arm64
• Unified Memory
• Systems

An agent fixed a broken spacecraft, debugged a control script, and put a satellite in orbit overnight. The interesting part isn't the satellite — it's the loop.

• AI
• CAD
• Simulation
• KSP
• Agents
• Engineering
• OpenClaw
• kOS

This paper shows that careful data alignment—not only model choice—can materially improve magnetic-property prediction by linking experimental databases to full crystal structures.

• Materials Science
• Machine Learning
• Graph Neural Networks
• Data Fusion
• Magnetism
• Research Automation