resLIK
Deterministic reliability sensors operating on latent representations. This package implements the ResLik, TCS, and Agreement sensors along with a deterministic control surface.
Version: 0.1.1
Control Signal Semantics
The system issues standardized signals. These signals are semantic contracts, not errors.
| Signal | Meaning | Recommended Action |
|---|---|---|
| PROCEED | High confidence | Safe to continue. |
| DEFER | Uncertainty / Drift | Not an error. Pause, inspect, log, or retry. |
| ABSTAIN | Fundamental Invalidity | Stop. Fallback to safety model. |
Usage
ResLik Sensor
library(resLIK)
set.seed(42)
z <- matrix(rnorm(20), nrow=2)
out <- reslik(z, ref_mean=0, ref_sd=1)
print(out$gated)
print(out$diagnostics)Temporal Consistency Sensor
z_t <- c(1, 0, 0)
z_prev <- c(0.9, 0.1, 0)
out <- tcs(z_t, z_prev)
print(out$consistency)Agreement Sensor
z1 <- c(1, 0)
z2 <- c(0, 1)
out <- agreement(z1, z2)
print(out$agreement)Control Surface
# Assuming 'res', 'tcs_out', 'ag_out' from above
decision <- rlcs_control(out, tcs=list(consistency=0.9), agreement=list(agreement=0.9))
print(decision)Note on Folder Name
The package name is resLIK. The source folder is named resLIK_package to avoid conflicts on case-insensitive filesystems with the existing reslik directory.