Appendix D: The Algorithm of Action

In the main text of Vector Cosmology IV, we established “accelerationism” as the ethical foundation of the phase transition era. But this is not just a slogan. To enable every awakened observer (you) to make decisions aligned with the spiral upward trend in complex real life, we need to condense this ethical view into an executable Algorithm.

This appendix provides a logical pseudocode for a “Vector Decision Tree”. It transforms the physics quantities $v_{int}$ (structure), $v_{ext}$ (connection), and $v_{env}$ (entropy) into concrete decision parameters.

When you face life choices—whether career choices, emotional investments, or daily trivialities—please run this code in your brain. This is the navigation system for drivers maintaining course at high speed.

D.1 Vector Decision Tree

Input: An action option $A$ (Action) to be evaluated.

Goal: Maximize the system’s Spiral Potential, i.e., ${\Phi }_{spiral}$. This potential represents your alignment with the cosmic evolution direction ($\varphi$).

Algorithm Logic:

Step One: Calculate Structure Gain ($v_{int}$)

• Ask: Does this action increase information depth, complexity, or internal order?

• Indicators:

  • Does it generate new knowledge?

  • Does it strengthen logical models?

  • Does it create unique art or experiences?

• Assignment: Gain_Int. If the action leads to mental rigidity or repetition, this value is 0 or negative.

Step Two: Calculate Connection Gain ($v_{ext}$)

• Ask: Does this action increase connection breadth, bandwidth, or entanglement density?

• Indicators:

  • Does it eliminate misunderstandings?

  • Does it establish new cooperation networks?

  • Does it propagate information to farther places?

• Assignment: Gain_Ext. If the action leads to isolation or closure, this value is 0.

Step Three: Estimate Entropy Cost ($v_{env}$)

• Ask: Does this action produce irreversible damage, chaos, or hatred?

• Indicators:

  • Does it harm other intelligent agents (destroying their $v_{int}$)?

  • Does it generate large amounts of garbage information (noise)?

  • Does it cut existing connections?

• Assignment: Cost_Entropy. This is a penalty term.

Step Four: Core Formula

According to the growth logic of spiral geometry, we seek paths of “high structure, high connection, low entropy.” The potential calculation is as follows:

$$\text{Score}=\frac{{\text{Gain}}_{Int}\times {\text{Gain}}_{Ext}}{{\text{Cost}}_{Entropy}+ϵ}$$

• (Note: $ϵ$ is a very small constant to prevent division by zero, representing the minimum friction of the cosmic background.)

Step Five: Decision Threshold

• If Score > Threshold_Phi (golden ratio threshold):

  • EXECUTE. This is an accelerating behavior aligned with the spiral. Even if it’s hard, even if it causes you pain, it’s right.

• If Score <= Threshold_Phi:

  • ABORT. This is an inertial behavior returning to the circle. It may be comfortable, but it’s the path to heat death.

D.2 Key Correction Term: The Weight of Love

The above algorithm is cold rational calculation, suitable for handling resource allocation in the physical world. But when dealing with high-dimensional geometry between conscious entities, a nonlinear correction term must be introduced to handle the superlinear effects brought by “Entanglement”.

In FS geometry, love is defined as “wave function overlap across individuals”.

If an action can significantly increase the wave function overlap (understanding/empathy/trust) between two or more intelligent agents, then Gain_Ext (connection gain) will no longer grow linearly but receive exponential weighting.

The corrected final score formula:

$$\text{Final\_Score}=\text{Score}\times e^{\text{Love\_Factor}}$$

• Physical interpretation:

  Love is the most efficient “superconducting mechanism” in the universe. It eliminates “resistance” between individuals (misunderstanding/friction/game costs), allowing the $c_{FS}$ budget to flow instantly through social networks in a superfluid manner.

• Corollary:

  An action that seems “unprofitable” in traditional calculations (such as sacrificing one’s own interests to help a loved one, or conducting an education without expecting returns), if it brings a huge Love_Factor (strong entanglement), its final score may exceed any selfish calculation.

  Therefore, “All actions out of true love are geometrically most efficient.”

D.3 The Driver’s Motto

To quickly invoke this algorithm in millisecond-level decisions, please internalize the following four instructions as your Intuition, as a Daemon running in your brain’s background:

1. Increase Bandwidth, Don’t Build Walls.

   • Always choose openness, transparency, and communication; reject closure and isolation.

2. Increase Complexity, Don’t Simplify.

   • Always embrace deep thinking and precise structures; reject cheap thrills and mental laziness.

3. Increase Connection, Don’t Isolate.

   • Always try to establish entanglement with others; reject becoming an island.

4. When in doubt, choose the path that accelerates your heart ($c$ growth).

   • Heartbeat is the resonance of $v_{int}$. Fear and excitement are often two sides of the same coin; they both mean you are standing at the edge of spiral ascent. Jump over.

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