01 // Specification
Signal Dictionary
run_idstringUnique identifier for the training session.
grad_normfloatGlobal L2 norm of the gradient vector.
loss_deltafloatStep-over-step variation in objective function.
sample_marginsfloat[]Vector of prediction margins for anomaly detection.
sparsity_deltafloatLocal health signal for weight distribution shifts.
sentinel_handshakestringEncrypted intent confirmation for remote halts.