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.

Oct 6, 2025

What is AI Agent Evaluation?

The gap between AI agents that excel in controlled environments and those that thrive in production remains one of the

Sep 29, 2025

The Role of LiDAR Annotation in Autonomous Vehicles

Autonomous vehicles are only as intelligent as the data that shapes them. At the heart of their perception systems is

Sep 20, 2025

In-House vs. Crowdsourced vs. Outsourced Data Labeling: Evaluating Pros & Cons

If 80 percent of our work is data preparation, then ensuring data quality is the important work of a machine

Sep 18, 2025

How Expert-Vetted Reasoning Datasets Are Important for Improving Reinforcement Learning Model Performance

Reinforcement Learning (RL) has made notable advances in recent years. It is powering systems that can play complex games, control

Sep 18, 2025

Descriptive, Predictive, and Prescriptive Analytics: A Complete Guide

In the realms of business analytics, statistics, and data science, the terms descriptive analytics, predictive analytics, and prescriptive analytics are

Sep 18, 2025

How GenAI and HITL are Redefining Financial Services

As financial services firms leap into the future, Generative AI (GenAI) and HITL in financial services are at the forefront

Sep 15, 2025

Surgical AI Data Annotation: Improving Patient Outcomes

Learn how data annotation in surgical AI has the potential to revolutionize patient care by assisting surgeons during procedures, providing decision support, enabling early diagnosis, and improving overall surgical outcomes.

Sep 11, 2025

Redefining LLM Benchmarks with Human Judgement

Large Language Models (LLMs) have become central to Artificial Intelligence (AI) advancements in various applications, such as chatbots and healthcare

Sep 11, 2025

What to Look for in a Medical Image Annotation Platform in 2025: Who Offers What?

When building AI for radiology or diagnostic imaging, it’s not enough to have annotation tools alone. You need medical image

Sep 11, 2025

Top Medical Imaging Annotation Tools and Medical Data Labeling Service Providers in 2025

If you are building AI for radiology, diagnostic imaging, or digital pathology, selecting the right medical annotation solution is critical.

Sep 9, 2025

Building Smarter AI for Breast Imaging: Real Challenges, Real Solutions

AI is helping close long-standing gaps in breast imaging, from mammography to MRI and ultrasound. But to move beyond research

Sep 3, 2025

Automated Edge-Case Handling: From Annotation to Validation

AI models are only as reliable as the data they are trained on. While standard cases dominate most datasets, real-world