Product spotlight: Delivering high-quality data at scale for GenAI models
Blog post from LabelBox
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.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| AI Guardrails | 4 | 293 | 75 | 40 | +94% |
| Real-time | 3 | 4,664 | 1,039 | 250 | +5% |
| LLM | 2 | 4,031 | 525 | 170 | -2% |
| AI Model Fine-tuning | 1 | 921 | 175 | 85 | +33% |
| Observability | 1 | 1,970 | 342 | 99 | +10% |
| RAG | 1 | 2,256 | 295 | 90 | +14% |
| Reinforcement learning | 1 | 67 | 21 | 19 | -75% |
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