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Product spotlight: Delivering high-quality data at scale for GenAI models

Blog post from LabelBox

Post Details
Company
Date Published
Author
Labelbox
Word Count
1,511
Company Posts That Month
6
Language
-
Hacker News Points
-
Post removed?
No
Summary

Labelbox has introduced a suite of new features and services in the past quarter, focusing on enhancing AI model evaluation, data quality, and human evaluations to support AI labs, disruptors, and high-tech enterprises. Key innovations include the Labelbox leaderboards, which utilize a scientific approach to evaluate multimodal AI models beyond traditional benchmarks, and a revamped user interface for model comparison, providing an arena-style experience. The platform's AI data factory combines human expertise with scalable technology to ensure high-quality data production, featuring tools like a real-time dashboard and a built-in AI critic for grammar and code. Labelbox also emphasizes the importance of human evaluation in model development, leveraging a network of Alignerrs for expert feedback and offering integrated on-demand services to refine models. Additionally, the company has expanded its resources with technical guides, interactive product tours, and community engagement opportunities to further support AI development.

Trends Found in this Post
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AI Guardrails 4 292 74 39 +93%
Real-time 3 4,539 1,016 242 +4%
LLM 2 3,988 514 165 -1%
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Observability 1 1,969 341 98 +10%
RAG 1 2,243 291 87 +14%
Reinforcement learning 1 66 20 18 -75%
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