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A framework to measure how much of an output originates from user input (prompt), training data biases, inductive biases from model architecture, or novel composition of retrieved information.
A series of scraping pipelines that collect data and create references for authors and works. It maps hidden networks of influence, tracing how concepts evolve and propagate across time and disciplines.
A set of fine-tuning scripts and pipelines for transformer-based language models, unifying the modules of the asi-ecosystem and aligning raw latent capabilities towards the goal of planetary symbiotic intelligence.
A universal AI framework for sustainable co-evolution with humanity, integrating 8 foundational philosophies, 5 future-oriented visions, and a 3-axis model for implementation. Estimated structural longevity: 1000+ years. 人類との持続的共進化を実現する普遍的AI構造。8構造思想・5大展望・統合3軸により、1000年以上の構造持続可能性を理論化。
🕵️♂️ Discover connections in literature by mapping influential networks and tracing the evolution of concepts through automated data scraping pipelines.