Tag: #data-labeling
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3 posts
AI Data Labeling & Curation Tools 2026 — Label Studio, CVAT, Roboflow, Cleanlab, Argilla, Apify, Firecrawl Deep Dive (data makes the model, not the model)
The real work in AI systems happens in the data, not the model. This piece maps the 2026 landscape of data labeling and curation tools — Label Studio (general OSS), CVAT (vision), Roboflow (vision + auto-label), Cleanlab
2026-05-14 · 19 min read #data-labeling#label-studio#cleanlab#galileo#apifyScale AI and the World of Data Labeling: Complete Guide to AI Training Data Industry and Careers
A comprehensive analysis of the AI training data industry led by Scale AI ($14B valuation). Covering data labeling principles, RLHF data pipelines, Scale AI vs Labelbox vs Snorkel comparison, data quality management, aut
2026-03-23 · 20 min read #scale-ai#data-labeling#annotation#rlhf#ai-training-dataData-Centric AI Complete Guide: Maximizing AI Performance with High-Quality Data
A complete guide to mastering Data-Centric AI. Learn data quality measurement, label refinement, data augmentation, synthetic data generation, Cleanlab, active learning, and the data flywheel, all with hands-on code exam
2026-03-17 · 20 min read #data-centric-ai#data-quality#data-labeling#synthetic-data#ai