κ

We Measure Need by Thermodynamics

Not by money. Money is just one form of energy transfer. We need energy—whatever form you can give it.

The Physics of Support

In the Motion Calendar framework, everything is motion. Matter, energy, information, money—these are all patterns of motion with measurable heat (κ). When we say we need support, we're describing an energy deficit that must be filled for the system to persist.

This is not metaphor. Research requires energy: computational cycles, human hours, distributed attention, financial resources. These are interconvertible. A mass retweet that brings one committed contributor is worth more than a small donation that doesn't. A GPU cluster donated for a month is worth more than cash that couldn't buy the access.

Energy required = Energy supplied. The form doesn't matter. The magnitude does.

We're not asking for charity. We're describing a thermodynamic reality: PBAI requires a certain quantity of coherent motion to reach the next stable state. You can contribute that motion however you're able.

Energy Equivalence

All of these represent the same thing: structured energy transfer

🍔
~2,000
kilocalories
One day of human metabolic energy
≈ 8 cheeseburgers
~2.3
kilowatt-hours
Same energy, different form
≈ $0.30 of electricity
🖥️
~8
GPU-hours
Computational motion
≈ $3-10 cloud compute
👁️
~10,000
impressions
Distributed human attention
≈ 1 small viral moment
💻
~1
fork
Concentrated skilled work
≈ hours of expertise crystallized
💵
$X
dollars
Liquid energy potential
Convertible to any of the above

A mass retweet, a code contribution, a GPU donation, and a cash transfer are all the same thing—energy moving toward a goal.

Ways to Transfer Energy

Choose the form that fits your situation

🔧

Fork & Build

The codebase is open. If you can write Python, understand agent architectures, or want to learn—fork the repo and build on it. Every fork is direct energy transfer.

Energy type: Skilled labor → System capability

Fork on GitHub
🖥️

Compute Resources

Spare GPU cycles, cloud credits, or dedicated hardware time. Compute is energy in its most directly useful form for this project.

Energy type: Electrical → Computational motion

Offer Compute
🧠

Intellectual Engagement

Read the papers. Find the holes. Challenge the framework. Serious criticism is energy—it either strengthens the structure or reveals fatal flaws early.

Energy type: Cognitive work → Theoretical refinement

Read the Framework
🤝

Collaboration

If you're working on related problems—alternative AI architectures, physics of information, agent foundations—let's talk. Collaboration multiplies energy.

Energy type: Isolated work → Coordinated motion

Reach Out
📝

Documentation & Teaching

Explain PBAI to others. Write tutorials. Create videos. Translation of complex ideas into accessible forms is high-value energy transfer.

Energy type: Understanding → Distributed comprehension

Fork & Document

Financial Energy Transfer

Money is liquid energy potential—convertible to any form above

Donate via Stripe

Secure payment processing • All funds go directly to research

Note: Donors receive no equity, no intellectual property rights, and no guaranteed returns. PBAI is open source. You're transferring energy to a research project, not purchasing a product.

Whatever Energy You Can Give

The form doesn't matter. Money, code, compute, signal, criticism—it's all motion. PBAI needs a certain magnitude of coherent energy to reach the next stable state. Contribute what you can, in whatever form you have it.

Learn More About PBAI