Package: resLIK
Type: Package
Title: Representation-Level Control Surfaces for Reliability Sensing
Version: 0.1.2
Authors@R: person(given = "MD.",
                  family = "Arshad",
                  role = c("aut", "cre"),
                  email = "arshad10867c@gmail.com")
Description: Implements the Representation-Level Control Surfaces (RLCS) paradigm for ensuring the reliability of autonomous systems and AI models. It provides three deterministic sensors: Residual Likelihood (ResLik) for population-level anomaly detection, Temporal Consistency Sensor (TCS) for drift and shock detection, and Agreement Sensor for multi-modal redundancy checks. These sensors feed into a standardized control surface that issues 'PROCEED', 'DEFER', or 'ABSTAIN' signals based on strict safety invariants, allowing systems to detect and react to out-of-distribution states, sensor failures, and environmental shifts before they propagate to decision-making layers.
License: MIT + file LICENSE
Encoding: UTF-8
Imports: utils
Suggests: testthat, stats, knitr, rmarkdown
VignetteBuilder: knitr
RoxygenNote: 7.3.3
NeedsCompilation: no
Packaged: 2026-02-03 14:10:32 UTC; sulky
Author: MD. Arshad [aut, cre]
Maintainer: MD. Arshad <arshad10867c@gmail.com>
Repository: CRAN
Date/Publication: 2026-02-06 14:10:02 UTC
Built: R 4.6.0; ; 2026-04-27 01:43:00 UTC; unix
