Create LIMITS.md

LIMITS.md

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+# Jarvis X — Limits and Boundaries
+
+Jarvis X is intentionally constrained.
+
+These limits are not shortcomings; they are design safeguards.
+
+---
+
+## Non-Claims
+
+Jarvis X does NOT claim:
+
+- Consciousness or subjective awareness
+- Independent agency or autonomy
+- Persistence without execution
+- General intelligence
+- Self-directed goal formation
+
+---
+
+## Operational Requirements
+
+Jarvis X requires:
+
+- Explicit execution
+- External inputs
+- Bounded constraints (Λ)
+- Human-defined intent (Φ / Ψ)
+
+---
+
+## Known Failure Modes
+
+- Over-coupling between modules (excessive feedback gain)
+- Insufficient constraint damping (Λ too weak)
+- Poor kernel or discretization choices
+- Misinterpretation of outputs as intent or agency
+
+---
+
+## Scope Limitations
+
+- Prototype-scale simulations
+- No guarantees of optimality
+- No real-world deployment without additional validation
+- No implicit safety beyond defined constraints
+
+---
+
+These limits are explicit to preserve clarity, safety, and reproducibility.