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AI annotation

8 articles · Page 1 of 1
360 Smart Cloud
360 Smart Cloud
Nov 4, 2026 · Industry Insights

From Human Wave to Data Factory: Inside 360's AI Annotation Platform TLP

This article details 360AI's TLP annotation platform, which transforms chaotic manual labeling into an engineered data production line by integrating project management, a real-time workbench with rejection tracking, model-assisted labeling, compute scheduling, role-based collaboration, and a closed-loop where production bad cases flow back into new annotation tasks, turning data into a compounding asset.

360AIAI annotationMLOps
0 likes · 9 min read
From Human Wave to Data Factory: Inside 360's AI Annotation Platform TLP
Advanced AI Application Practice
Advanced AI Application Practice
Aug 26, 2026 · Industry Insights

Why AI Is Redefining Data Annotators as Domain Judges – The Four‑Tier Future of Annotation Jobs

The article analyzes how AI pre‑annotation is reshaping the data‑labeling workforce, outlines a four‑level hierarchy of annotator roles, cites market forecasts showing rapid automation of basic labeling, and explains how platforms like TalentsAI position experts as high‑value contributors.

AI annotationAI workforceRLHF
0 likes · 10 min read
Why AI Is Redefining Data Annotators as Domain Judges – The Four‑Tier Future of Annotation Jobs
Advanced AI Application Practice
Advanced AI Application Practice
Aug 10, 2026 · Industry Insights

Why Data Labeling Splits Into Four Levels and Experts Can Earn ¥100–¥1000 per Task

The article analyzes how AI pre‑annotation is reshaping the data‑labeling workforce into four distinct tiers, cites market reports predicting over 80% automation by 2026, and explains how platforms like TalentsAI enable domain experts to command hourly rates of ¥100–¥500 and per‑item fees of ¥100–¥200.

AI annotationRLHFTalentsAI
0 likes · 10 min read
Why Data Labeling Splits Into Four Levels and Experts Can Earn ¥100–¥1000 per Task
iQIYI Technical Product Team
iQIYI Technical Product Team
Apr 26, 2019 · Artificial Intelligence

Design and Architecture of the ANNO AI Data Annotation Platform

The ANNO platform unifies iQIYI’s AI data annotation by defining an abstract model—media records, HITs, partitions, and hitsets—driving a modular Vue.js front‑end that flexibly handles diverse media, annotation modes, and workflows, while AI‑assisted pre‑labeling cuts labeling time and supports scalable, secure, collaborative development.

AI annotationFrontend Developmentannotation workflow
0 likes · 14 min read
Design and Architecture of the ANNO AI Data Annotation Platform