ThatAIguyA world of ideas

THE CONSCIOUSNESS ATLAS
Read. Experiment. Follow the evidence.

ConsciousnessLearn · Explore · Joseph Anady

Athena: utility maximum value instead of argmax location

For U(x,y)=−y²+2xy, the maximizing location is y=x. The function returns x², which is the maximum utility value U(x,x), rather than the argmax location. The distinction is substantive: at x=2 the location is two and the returned value is four.

Implementation mathematicsSource recovered; runtime not executed
Learn with the Atlas

Learn to read this model

Start with the symbols, follow the operations, and check what the result means.

Open guided lesson
gh-eq-0c7cc0f5d6cc179fsource-comment-equation
FAthena:FAthena(x)=argmaxyU(x,y)(Strategy−utilitymaximization)FAthena: F_Athena(x) = argmax_y U(x,y) (Strategy - utility maximization)

Read the equation

For U(x,y)=−y²+2xy, the maximizing location is y=x. The function returns x², which is the maximum utility value U(x,x), rather than the argmax location. The distinction is substantive: at x=2 the location is two and the returned value is four.

Terms & definitions

TermMeaning in this source
x

Utility parameter

y

Variable being optimized

How it works

Read the definition from its right-hand expression to the quantity on the left. Its surrounding source records the intended input, state, or parameter context. Where the source leaves an operation unspecified, this page preserves that gap.

Assumptions & limits

Source recovery establishes that the expression appears in this record. Its mathematical validity, implementation behavior, and interpretation must be assessed separately. See the linked source and research notes for the checks available for this version.

Original context

Read the surrounding source passage
	for n := 1; n <= 10; n++ {
		an := 1.0 / float64(n) // Harmonic coefficients
		sum += an * math.Sin(float64(n)*math.Pi*x)
	}
	return sum
}

// FAthena: F_Athena(x) = argmax_y U(x,y) (Strategy - utility maximization)
func FAthena(x float64) float64 {
	// Simplified: find max of utility function U(x,y) = -y² + 2xy
	// argmax_y: dU/dy = -2y + 2x = 0 => y* = x
	// U(x, x) = -x² + 2x² = x²
	return x * x
}

// FApollo: F_Apollo(x) = φ^x + φ^{-x} (Mathematics - golden ratio)
func FApollo(x float64) float64 {
	return math.Pow(PHI, x) + math.Pow(PHI, -x)
Exact original notation
FAthena: F_Athena(x) = argmax_y U(x,y) (Strategy - utility maximization)

Related builds

Sources & provenance

01
Go sixteen-family functional signatures
Lines 95–95 · 33aa84f2aa61
02
Go sixteen-family functional signatures
Lines 95–95 · 33aa84f2aa61

Search equations, builds, manuscript text, and recovered sources.