# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# --------------------------------------------
 
cff-version: 1.2.0
message: 'To cite package "resLIK" in publications use:'
type: software
license: MIT
title: 'resLIK: Representation-Level Control Surfaces for Reliability Sensing'
version: 0.1.2
doi: 10.32614/CRAN.package.resLIK
abstract: '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.'
authors:
- family-names: Arshad
  given-names: MD.
  email: arshad10867c@gmail.com
repository: https://sulkysubject37.r-universe.dev
commit: 9195d712cb2db14734ae05e596d989dba07d3752
date-released: '2026-02-06'
contact:
- family-names: Arshad
  given-names: MD.
  email: arshad10867c@gmail.com