AI RESEARCH
ObjectGraph: From Document Injection to Knowledge Traversal -- A Native File Format for the Agentic Era
arXiv CS.AI
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ArXi:2604.27820v1 Announce Type: new Every document format in existence was designed for a human reader moving linearly through text. Autonomous LLM agents do not read - they retrieve. This fundamental mismatch forces agents to inject entire documents into their context window, wasting tokens on irrelevant content, compounding state across multi-turn loops, and broadcasting information indiscriminately across agent roles. We argue this is not a prompt engineering problem, not a retrieval problem, and not a compression problem: it is a format problem.