Article

Self-HealAI: Architecting Autonomous Cognitive Self-Repair

2025-06-02

Abstract excerpt

Artificial Intelligence (AI) has made remarkable strides in recent years, achieving feats of perception, reasoning, and decision-making once reserved for human cognition. However, even as AI systems gain sophistication, they remain fundamentally brittle when encountering internal failures, such as reasoning inconsistencies, model drift, or feedback anomalies. Traditional fault-tolerance mechanisms focus on hardwar...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 104eb414-48b9-56b6-9f9c-9493584bc034
DOI: 10.20944/preprints202506.0063.v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Self-HealAI: Architecting Autonomous Cognitive Self-RepairDOI 10.20944/preprints202506.0063.v1Read

General Theory of Information: The Bridge to Mindful MachinesSemantic proximity Read

Brain Hacking: Artificial Intelligence for Safeguarding Against Dangerous AISemantic proximity Read

The Science of Resonance: Architecting Synchronized Emotional-Logical Loops for Deep Adaptive AGISemantic proximity Read

Constrained Object Hierarchies as a Unified Theoretical Model for Intelligence and Intelligent SystemsSemantic proximity Read

A Comprehensive Technological Survey on the Dependable Self-Management CPS: From Self-Adaptive Architecture to Self-Management StrategiesSemantic proximity Read

A New Class of Autopoietic and Cognitive MachinesSemantic proximity Read

Computation noise promotes cognitive resilience to adverse conditions during decision-makingSemantic proximity Read

The Escalation of Public Fear Toward Artificial IntelligenceSemantic proximity Read

Rethinking priorities in AI ethics guidelines in today’s era of humanity under threatSemantic proximity Read

Safety, Hallucination, and Failure Modes in Agentic Health AI: A State-of-the-Art ReviewSemantic proximity Read

Flight Model: New Explorations into the Fundamental Principles of Intelligence and ConsciousnessSemantic proximity Read

ARIA: An Autonomous Reasoning and Intervention Architecture for Bioregenerative Life Support Systems on Long-Duration Mars MissionsSemantic proximity Read