C++ unity-proximity score

Read the equation

ComputePhi returns 1/(1+|x−1|), assigning one to x=1 and smaller positive values as x departs from that reference. The function measures scalar proximity to the selected target. The code’s consciousness interpretation is a project hypothesis, distinct from an IIT cause-effect or partition calculation.

Terms & definitions

How it works

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Original context

        return std::max(0.0, x);
    }

    inline double gelu(double x) {
        return 0.5 * x * (1.0 + tanh_stable(SQRT2 / std::sqrt(PI) * (x + 0.044715 * x * x * x)));
    }

    // Φ = 1/(1 + |x - 1|) - Consciousness constraint
    inline double phi_constraint(double x) {
        return 1.0 / (1.0 + std::abs(x - 1.0));
    }

    // Gaussian kernel: K(x,y) = exp(-||x-y||²/2σ²)
    inline double gaussian_kernel(double x, double y, double sigma = 1.0) {
        double diff = x - y;
        return std::exp(-diff * diff / (2.0 * sigma * sigma));
    }

Φ = 1/(1 + |x - 1|) - Consciousness constraint

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