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 ascent trend in complex real life, we need to condense this ethical view into an executable Algorithm.

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

When you face life choices—whether career decisions, emotional investments, or daily trivialities—please run this code in your brain.

D.1 Vector Decision Tree

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

Goal: Maximize the system’s Spiral Potential, i.e., ${\Phi }_{spiral}$.

Algorithm Logic:

\begin{verbatim} def Evaluate_Action(Action A):

# ---------------------------------------------------------
# Step 1: Calculate Structure Gain (v_int)
# Does this action increase information depth or complexity?
# Examples: Learning new knowledge, creating art, deep thinking.
# ---------------------------------------------------------
Gain_Int = Measure_Complexity_Increase(A)

# ---------------------------------------------------------
# Step 2: Calculate Connection Gain (v_ext)
# Does this action increase connection breadth or bandwidth?
# Examples: Eliminating misunderstandings, building cooperation, spreading ideas.
# ---------------------------------------------------------
Gain_Ext = Measure_Bandwidth_Expansion(A)

# ---------------------------------------------------------
# Step 3: Estimate Thermodynamic Cost (v_env)
# Does this action produce irreversible damage or hatred?
# Examples: Deception, violence, creating garbage information.
# ---------------------------------------------------------
Cost_Entropy = Estimate_Irreversible_Damage(A)

# ---------------------------------------------------------
# Core Formula: Spiral Potential
# Golden ratio φ (Phi) tends toward growth rather than stagnation
# We seek paths of "high structure, high connection, low entropy"
# ---------------------------------------------------------
epsilon = 1e-9 # Prevent division by zero

Score = (Gain_Int * Gain_Ext) / (Cost_Entropy + epsilon)

# ---------------------------------------------------------
# Decision Threshold
# Threshold_Phi is the minimum kinetic energy needed to maintain spiral ascent
# ---------------------------------------------------------
if Score > Threshold_Phi:
    return "EXECUTE"  # Execute: This is acceleration behavior aligned with the spiral
else:
    return "ABORT"    # Abort: This is inertial behavior returning to the circle

\end{verbatim}

D.2 Key Correction Term: The Weight of Love

The above algorithm is cold rational calculation. But in high-dimensional geometry, 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 $Connection\_Gain$ (connection gain) will no longer grow linearly, but receive exponential weighting.

[\text{Final_Score} = \text{Score} \times e^{\text{Love_Factor}}]

• Physical Explanation:

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

• Corollary:

  A seemingly “unprofitable” action (such as sacrificing one’s own interests to help a loved one), if it brings enormous Love_Factor, its final score may exceed any selfish calculation.

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

D.3 The Driver’s Motto

Internalize this algorithm as intuition, and you will possess “intuition of the phase transition era”. Please use the following four instructions as your background daemon:

1. Increase bandwidth, don’t build walls.

2. Increase complexity, don’t simplify.

3. Increase connection, don’t isolate.

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

Program loaded.

Please start running.