The iMerit Blog

From casual to cultured, the iMerit blog tackles a wide array of topics related to security, expertise, and flexibility in the Artificial Intelligence and Machine Learning data-enrichment marketplace.

May 5, 2025

3D Point Cloud Integration into Ango Hub: Enabling Multi-Sensor Fusion Annotation

3D point cloud integration into Ango Hub streamlines the path to accurate multi-sensor fusion annotation. Users can easily create a

Apr 30, 2025

Polygon Annotation: Your Helpful Guide

Data is only as smart as the labels behind it. That’s especially true when training AI and machine learning models

Apr 28, 2025

Selecting the Right Partners for Model Evaluation

Learn how to choose the right model evaluation partner to ensure fair, accurate, and bias-free AI, prioritizing domain expertise, scalability, and ethical alignment. The right partnership can make or break your AI's real-world performance.

Apr 25, 2025

The Human Factor in AI-Driven Code: How HITL Enhances Vibe Coding

Discover how Human-in-the-Loop (HITL) systems strengthen vibe coding with AI by ensuring safe, accurate, and production-ready code. Learn how iMerit integrates expert reviewers and prompt engineers through Ango Hub to deliver scalable, compliant, and high-quality AI-generated software.

Apr 22, 2025

The Rise of Agentic AI: Why Human-in-the-Loop Still Matters

Explore how human-in-the-loop systems enhance agentic AI with oversight, quality control, and scalable data pipelines powered by iMerit’s Ango Hub. Learn how automation and expert review come together to ensure safe, aligned, and high-performance AI operations.

Apr 21, 2025

How AI and Connectivity Are Transforming In-Car Infotainment

"AI and connectivity are transforming in-car infotainment with personalized user experiences, in-cabin monitoring, and real-time insights—powered by high-quality data pipelines that ensure accuracy, context-awareness, and scalable deployment for automotive innovation.”

Apr 15, 2025

Leveraging Consensus Logic and Escalations to Improve RLHF

Reinforcement Learning from Human Feedback (RLHF) is a powerful way to train AI systems. It uses human input to guide

Apr 14, 2025

Chain-of-Thought Reasoning vs. Chain-of-Draft Reasoning

How do AI systems think through a task? How do they refine an answer? What if the best solution doesn’t

Mar 27, 2025

Chain-of-Thought Reasoning: Enhancing AI’s Logical Thinking

Chain-of-thought (CoT) reasoning improves AI transparency, problem-solving, and decision-making by breaking down complex tasks into logical steps. Learn how CoT enhances AI explainability, reduces hallucinations, and boosts accuracy in applications like healthcare, finance, and autonomous systems.

Mar 27, 2025

Expertise: The Best Way to Power Your AI

AI is only as powerful as the experts behind it. Learn how iMerit’s Scholars program combines deep domain knowledge, precision, and a people-first approach to train cutting-edge AI models for healthcare, autonomous vehicles, and more.

Mar 25, 2025

Tools and Automation Platforms for RLHF

Explore top RLHF tools & automation platforms—iMerit Ango Hub, Encord RLHF, Appen, and more. Discover how AI-driven automation optimizes human feedback for model training

Mar 20, 2025

Turning Raw Data into AI Insights with Snowflake and Ango Hub

Accelerate AI development with Snowflake and Ango Hub. Seamlessly integrate data storage, automated annotation, and human-in-the-loop workflows to create high-quality labeled datasets for production-grade AI models.