THE CRITICAL ROLE OF HUMAN-IN-THE-LOOP APPROACHES FOR AI SYSTEM SUCCESS

The crucial role that Human-in-the-Loop (HITL) systems play in guaranteeing the effective use of AI in various industries is examined in this technical examination.Maintaining efficient human oversight has become more and more crucial for system dependability and moral operation as artificial intelligence develops and permeates various industries.The article looks at how HITL techniques improve AI system performance, especially in high-stakes situations when biases or mistakes could have serious repercussions.This article shows that human oversight is a technical consideration and a basic prerequisite for responsible AI deployment by carefully examining implementation frameworks, industry-specific applications, and best practices.The article demonstrates how the mutually beneficial link between human Sachin Kediyal https://iaeme.

Authors

Institutions

Publication Details

Journal
INTERNATIONAL JOURNAL OF RESEARCH IN COMPUTER APPLICATIONS AND INFORMATION TECHNOLOGY
Published
2024-12-24
DOI
https://doi.org/10.34218/ijrcait_07_02_194
Primary Topic
Context-Aware Activity Recognition Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

THE CRITICAL ROLE OF HUMAN-IN-THE-LOOP APPROACHES FOR AI SYSTEM SUCCESS

Sachin Kediyal
1 links
INTERNATIONAL JOURNAL OF RESEARCH IN COMPUTER APPLICATIONS AND INFORMATION TECHNOLOGY
Context-Aware Activity Recognition Systems
article

THE CRITICAL ROLE OF HUMAN-IN-THE-LOOP APPROACHES FOR AI SYSTEM SUCCESS

Sachin Kediyal
article en

Abstract

The crucial role that Human-in-the-Loop (HITL) systems play in guaranteeing the effective use of AI in various industries is examined in this technical examination.Maintaining efficient human oversight has become more and more crucial for system dependability and moral operation as artificial intelligence develops and permeates various industries.The article looks at how HITL techniques improve AI system performance, especially in high-stakes situations when biases or mistakes could have serious repercussions.This article shows that human oversight is a technical consideration and a basic prerequisite for responsible AI deployment by carefully examining implementation frameworks, industry-specific applications, and best practices.The article demonstrates how the mutually beneficial link between human Sachin Kediyal https://iaeme.

INTERNATIONAL JOURNAL OF RESEARCH IN COMPUTER APPLICATIONS AND INFORMATION TECHNOLOGYVol. 7(2)
Salesforce (United States) (US)
Openalex Percentile: Top 76%
Context-Aware Activity Recognition Systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.