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This work presents the first exact, high-fidelity computational audit of the "Assembly Theory vs. LZW Compression" debate in astrobiology. Utilizing the "God-Stack"—a custom heterogeneous cluster comprising Apple Silicon (M3 Ultra) and NVIDIA (DGX Spark) nodes—we transitioned from stochastic approximation to Exact Causal Enumeration.
Single-cell bioelectricity web app.
BETSE — Bioelectric Tissue Simulation Engine. We demonstrate a 1000x speedup in the BETSE bio-electricity engine by replacing CPU-bound Numpy solvers with PyTorch MPS kernels on Apple Silicon, enabling real-time simulation of large-scale tissue regeneration
Native Apple Silicon support for Arc Institute's Evo2. Run StripedHyena models locally on macOS via Metal Performance Shaders.
Google Cloud Rapid Agent Hackathon - Sovereign CI: Autonomous DevOps Self-Healing Agent
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