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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. ARCHITECTURE SPECIFICATION & FORMAL SYSTEM REPORT: k501-AIONARC The k501-AIONARC - The Information Space represents a complete architectural departure from muta

    K501 has released a formal system report detailing the k501-AIONARC architecture. This new information space represents a significant shift from traditional hierarchical file systems. It is designed as a deterministic, math-driven, append-only informational continuum where identity and substance are physically decoupled. AI

    IMPACT Introduces a novel architectural approach for information systems, potentially impacting data management and AI model training.

  2. # ai # machinelearning # opensource # llm # chatgpt # k501 # aionarc FRAMES · A Timeless Canonical Archive The following represents an early canonical reference

    K501 has released "FRAMES," an early canonical reference document for its AIONARC information-space architecture. This document served as initial "boot frames" and stabilization layers designed to support long-context machine interaction and maintain state retention across LLM-generated outputs. The project aims to create a timeless canonical archive for AI development. AI

    # ai # machinelearning # opensource # llm # chatgpt # k501 # aionarc FRAMES · A Timeless Canonical Archive The following represents an early canonical reference

    IMPACT Provides foundational documentation for long-context AI interaction and state retention.