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ai-architecture

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Understand and build embedding models, focusing on word and sentence embeddings, dual encoder architectures. Learn to train embedding models using contrastive loss, implement them in semantic search and RAG systems.

  • Updated Aug 21, 2024
  • Jupyter Notebook

Conceptual proposal for a distributed AI personality system where each device hosts a unique avatar and shares semantic memory. Inspired by the vision of a collaborative, growing AI companion.

  • Updated Jun 4, 2025

This patent proposes a logic framework that enables contextual reasoning beyond fixed frames, integrating adaptive layers of interpretation for highly dynamic systems and meta-level AI control. 固定的文脈を超えた推論を可能とする論理枠組であり、高次適応やメタAI制御を支援します。

  • Updated Jun 22, 2025

知識の冗長を抑え、意味構造を保ったまま情報を圧縮する構成的手法を提案します。 学習モデル、AI応答、教育設計などでの知識再構成と最適化に有用です。 A constructive theory for compressing knowledge while preserving semantic structure. Applicable to learning models, AI responses

  • Updated Jun 22, 2025

認知プロセスを階層化し、感覚・推論・目標設定などの各レイヤーを動的に接続する構造的アーキテクチャ。AI・ロボット・教育・会話エージェントなどにおいて、複数段階の意思決定を統合的に制御する枠組みを提供する。 This architecture provides a constructive cognitive framework for hierarchically structured control from sensory input to goal-directed commands, applicable to AI agents, robotics, and multi-stage decision systems.

  • Updated Jun 22, 2025

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