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CSEP, Layer 4
Treaty Language Generator & Analyzer
MITRE PROTOTYPE Judy AI · NVIDIA SuperPOD

Treaty Language Generator

Layer 4, Generate candidate treaty, resolution, or guideline language consistent with U.S. positions and existing legal precedent. Judy AI drafts with full corpus awareness.

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Draft Guideline Language
Generate COPUOS-style guideline text on a specified topic
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Draft Resolution Language
Generate UNGA resolution text following established patterns
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Draft Bilateral Text
Generate bilateral agreement or MOU language
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Describe the language you need and Judy will draft it with awareness of the full treaty and standards corpus.

Language Analyzer

Layer 4, Analyze proposed treaty or resolution language for hidden implications, precedent risks, conflicts with existing law, and novel commitments.

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Paste proposed treaty or resolution language and Judy will analyze it for implications, precedent, and risks.

Redline Comparison

Layer 4, Compare proposed language against existing treaty text. Paste both versions to see a Judy AI analysis of what changed and why it matters.

Original / Existing Text
Proposed / New Text
Layer 4 Guide
Treaty Language Generator
Generates candidate treaty, resolution, or guideline language consistent with U.S. positions and existing legal precedent.
How to use it now:
  • Click one of the 3 pre-built tools: Draft Guideline, Draft Resolution, or Draft Bilateral text
  • Or type your own request describing the language you need
  • The AI generates draft text following established UN drafting patterns and citing precedent
  • Continue the conversation to refine language iteratively
With Judy (Production)
On Judy, the language model is fine-tuned on the actual drafting history of every space governance instrument, learning not just what was adopted but what was proposed and rejected, what alternatives were considered, and how language choices affected implementation. Generated text is cross-checked against the full corpus in real time. Fine-tuning requires ~500 GPU-hours with expert feedback loops.
SO WHAT
When the U.S. needs to table a resolution or propose guideline language, the first draft is ready in minutes instead of days, grounded in 60 years of precedent rather than starting from scratch. The diplomat refines and owns the final language; the AI provides the research-intensive foundation.
Language Analyzer
Analyzes proposed text for hidden implications, precedent risks, conflicts with existing law, novel commitments, and how key nations may interpret the text differently.
How to use it now:
  • Click a pre-built scenario or paste any proposed text
  • The AI evaluates across 5 dimensions: implications, precedent, conflicts, novel commitments, differential interpretation
With Judy (Production)
Judy performs deep structural comparison against every governance instrument, identifying subtle shifts like "shall" versus "should" and citing every instance where that distinction mattered. It also runs proposed language through the Positional Analysis Engine to predict which nations will object and why.
SO WHAT
When another delegation introduces proposed language during a session, the U.S. diplomat analyzes it before the coffee break ends. Hidden implications that would take a legal team days to identify are surfaced in seconds.
Redline Comparison
Compare existing text against proposed modifications. Paste both versions and Judy identifies every substantive change, explains the legal implications, and flags risks.
How to use it now:
  • Paste original text on the left and proposed text on the right
  • Click "Compare & Analyze" for a Judy AI assessment of what changed and why it matters
With Judy (Production)
Judy's redline goes beyond text comparison to normative comparison, understanding that replacing "should consider" with "shall implement" transforms a suggestion into an obligation, and tracing every instance where similar transformations occurred in space governance history and what followed.
SO WHAT
During multi-day negotiation sessions where language evolves through multiple drafts, the delegation tracks exactly what changed, what each change means legally, and whether the cumulative effect of small changes fundamentally alters the instrument's character.