AI2Day
Tag

#data quality

2 stories taggeddata quality.

A sleek white service robot standing in a softly lit modern care home corridor, its body angled slightly away from a blurred seated figure in the background, on
Robotics

The Dirty Data Problem That Is Stalling the Next Wave of AI Robots

A new survey of more than 700 AI engineers finds that bad data, not weak algorithms, is the main reason physical AI systems fail before they reach the real world.

3 min read
A close-up, news-editorial photograph of a large printed spreadsheet covered in red negative numbers and cost figures, lying on a polished boardroom table
AI Business

Your AI chatbot isn't broken. Your data pipeline is.

Enterprise AI projects keep failing, and companies keep blaming the AI model. Senior data engineer Naveen Ayalla says the real problem sits one layer deeper, in the messy pipes feeding data to the model in the first place.

3 min read
© 2026 AI2Day