neoamorfic
X-40 Structural Bridge

X-40 — Physics Attention Layer

X-40 is an optional Physics Attention layer connecting the QEIv15 entropy-physics core to AI and compute systems — LLMs, ML pipelines and GPU/TPU/CPU workloads.

It is not required for Structural Engines themselves. Instead, it wraps external AI with structural physics so that drift, instability and incoherence can be monitored, scored and ultimately controlled.

Current Status

X-40 is currently in an R&D phase, used internally to test Physics Intelligence integration with LLMs and compute substrates. Public access to X-40 will be introduced progressively once the structural governance layer is validated across multiple engines and workloads.

What X-40 is Designed to Do

  • Attach entropy S, ΔS, κ, φ-field and λ metrics from QEIv15 to AI model states and outputs.
  • Detect structural drift and instability in AI outputs that would not be visible from token-level probabilities alone.
  • Provide a physics-driven coherence score for external models and kernels.
  • Enable future gating mechanisms where AI systems must respect physical constraints in high-stakes domains.

If you are an AI lab, compute provider or organization interested in exploring how Physics Intelligence can govern or monitor advanced models, we are open to structured, serious discussions.