Tag: #synthetic-data
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3 posts
Synthetic Data Generation 2026 — Gretel · MOSTLY AI · Tonic · Hazy · Synthea · SDV · Mimesis · Faker · Distilabel · Argilla Deep Dive ♪ Listenable
In 2026, synthetic data is no longer the "fallback when real data is missing." GDPR/HIPAA walls, imbalanced classes, rare cases, and an LLM industry thirsting for trillions of training tokens have promoted synthetic data
2026-05-16 · 26 min read #synthetic-data#gretel#mostly-ai#tonic#hazyAI Data Labeling & Curation Tools 2026 — Label Studio, CVAT, Roboflow, Cleanlab, Argilla, Apify, Firecrawl Deep Dive (data makes the model, not the model) ♪ Listenable
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#apifyData-Centric AI Complete Guide: Maximizing AI Performance with High-Quality Data ♪ Listenable
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