SM-DSLO-80059: Physical Limits of Compute-First AI

MEANING DENSITY CORE MODEL (M = Isemantic / E)

Isemantic: invariant-aligned meaning (anchoring, fidelity, locality, lawful transitions)
E: energetic cost (thermodynamic load, switching density, entropy)
Meaning density collapses when drift velocity exceeds correction capacity.

FAILURE MODE PROFILE SELECTOR (Synthetic)

SEMANTIC MUTATION VELOCITY SCOPE

Synthetic mutation velocity trace; amplitude rises with entropy, drift, and synthetic ecology exposure.

3D COLLAPSE GEOMETRY TENSOR (Thermo–Hardware–Semantic)

Drag to rotate · Scroll to zoom · Tensor responds to energy density, reliability stress, and meaning drift.

COLLAPSE DISTORTION INJECTION

E_density (Thermo) 0.12

R_hardware (Reliability) 0.18

D_semantic (Drift) 0.22

Sliders inject synthetic collapse stress into the tensor; substrate-first mode clamps excursions above invariant thresholds.

INVARIANT SNAPSHOT (Physical + Semantic)

P1: Energy Density BoundN/A

P2: Thermal Stability BoundN/A

P3: Reliability BoundN/A

S1: Drift BoundN/A

S2: Locality EnforcementN/A

S3/S4: Lawful / Zero-VelocityN/A

UNIFIED MEANING DENSITY METRICS

Meaning density MN/A

Invariant-aligned meaning IsemanticN/A

Energetic cost EN/A

System collapse stateSTABLE

RESTORATION OPERATORS REGISTRY

Operator	Surface Reversed	Status

Geometry realignment, invariant recompilation, drift masks, heartbeat stabilization, and locality reinforcement.

JSON-LD PHYSICAL LIMITS MANIFEST (.schema)

Initializing physical limits manifest...

RUNTIME DIAGNOSTIC TRACE

Runtime trace will appear here as the collapse tensor evolves.