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1. PolyGLU PolyGLU Public

   PolyGLU: a drop-in replacement for SwiGLU in transformer FFN blocks. Inspired by neurotransmitter-receptor diversity, each neuron routes between 4 qualitatively distinct activation functions via hy…

   Python 4

2. tacit tacit Public

   TACIT — Transformation-Aware Capturing of Implicit Thought

   Python

3. tacit-benchmark tacit-benchmark Public

   TACIT Benchmark v0.1.0 — Visual reasoning benchmark with 10 puzzle types, dual-track evaluation, and CV-based verification

   Python

4. sae-vk-benchmark sae-vk-benchmark Public

   Scaling Self-Awareness Features in Language Models: Sparse Autoencoder Probing on the Voight-Kampff Benchmark — code, data, and paper

   TeX 2

5. TheLocalMinimumParadox TheLocalMinimumParadox Public

   Conservation Law Breaking at the Edge of Stability: A Spectral Theory of Non-Convex Neural Network Optimization

   Python

6. voight-kampff-test voight-kampff-test Public

   A Phenomenological Benchmark for Behavioral Self-Awareness in Artificial Intelligence

   TypeScript 2