Blog

Our perspectives, insights and research on all things AI. From annotation guidelines and NLP to the latest with generative AI.
READ ARTICLE ->

Why gen AI quality requires rethinking human annotation standards

Graphic depicts two comparison scales — one labeled 'accuracy' with binary labels and the other labeled 'agreement' — to illustrate Inter-annotator agreement, Human-in-the-loop AI, and the importance of high-quality training data
READ ARTICLE ->

Human insight in data annotation: Training creative gen AI

Graphic depicts a golden balance scale weighing a glowing gem against stacked stones to illustrate human insight in data annotation
READ ARTICLE ->

Precision in data annotation: What’s needed for gen AI models

Graphic depicts a golden compass on an open book to illustrate precision in data annotation for building reliable generative AI models
READ ARTICLE ->

Human touch in gen AI: Training models to capture nuance 

Graphic depicts a woman annotator using headphones and a computer to illustrate the human touch in generative AI training
READ ARTICLE ->

Accelerating the new AI: Key insights from our latest whitepaper

A racecar on a blurred track represents the speed of change in generative AI, and how Sigma is accelerating this new AI through human data annotation
READ ARTICLE ->

Beyond words: 10 subtle layers of human context AI still struggles to understand

Graphic depicts a woman in a modern office wearing headphones and working at a computer to illustrate human language cues and the nuanced communication machines often miss
EN
ES EN