The Gap Between Language and Reality
LLMs learned language without ever encountering what language refers to. That gap between syntax and semantics explains why they fabricate citations, can't count letters, yet write flawless code.
Grounding
The Same Dataset, Now Your AI Can Read It
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11 mins
The court orders dataset from the explorer, rebuilt as an API and MCP server so AI assistants can query 929 real orders.
The Fundamental Limits
Why hallucination is an architectural feature of LLMs, not a bug — and what that means for legal AI