Some people think “data-centric AI” means having more data.
It doesn’t. It means.....

..Having fewer regrets!

#CleanData #SmarterAI #DataCentricAI

Cloud Data Driven | 2025-06-05 | Data Centric AI Accelerate with Iceberg Products | Andrew Madson YouTube video by DataDrivenCommunity

Missed our June 5th session? The recording of our talk on Data-Centric AI and Apache Iceberg with Andrew Madson is now available! Learn how a focus on data quality can accelerate your AI success.

🔗 Watch the full session now: youtu.be/-J_kIOpqqk0

#CloudDataDriven #DataCentricAI #Iceberg #Data #AI

The Rise of Shadow Datasets in AI Curated and proprietary datasets are emerging as a key focus in AI development.

The real AI race isn’t about bigger models anymore—it’s about who owns the unseen data.

Private, curated, and hard-to-replicate datasets are becoming the real edge.

Wrote about the rise of shadow datasets → philaverse.substack.com/p/the-rise-o...

#AI #DataCentricAI #LLM

Ashvini Kumar Jindal’s Quiet Rewiring of AI’s Foundations

Ashvini Kumar Jindal redefines AI by focusing on data efficiency over model size—shaping the future of LLMs with quiet, data-driven breakthroughs. #datacentricai

Agentic AI is reshaping autonomy, but Human-in-the-Loop (HiTL) keeps it accurate, reliable, and accountable.

Why HiTL still matters in the age of agentic systems 👇
imerit.net/blog/the-ris...

#AgenticAI #HumanInTheLoop #AIalignment #ResponsibleAI #MLops #DataCentricAI

Understanding Dataset Difficulty with Class-Wise Autoencoders - Voxel51 New dataset analysis tool: Reconstruction Error Ratios (RERs) to measure dataset difficulty. RERs strongly correlate with classifier error rates.

Is your classifier model underperforming?

Meet Reconstruction Error Ratios (RERs): your data quality detector that finds label errors & measures dataset difficulty—all without training a full classifier.

Read more: voxel51.com/blog/underst...

#AI #ML #AIResearch #DataCentricAI #VisualAI

Don’t miss our FREE Data-Centric AI Webinar #6, Wed 22 Jan 2025, 10:30 AM

Join Chris Johnson, Chief Scientific Adviser at DSIT, and Elena Simperl, Director of Research at ODI, as they discuss AI in safety-critical systems
events.teams.microsoft.com/event/49519f... #DataCentricAI #Webinar

Data-Centric AI Scaling: Why Bigger Isn’t Always Better AI scaling operations effortlessly with Azure Kubernetes Service (AKS), ensuring high efficiency, flexibility, and robust workload management.

The rapid development of AI models often feels like a race to be the biggest, but is scaling always the right choice? #AIandDataQuality #AIefficiency #AIoptimization #AIscaling #AIStrategies #AITrends #DataCentricAI #ScalableAI #SmarterAIModels
aicompetence.org/data-centric...