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 | 292 | 74 | 39 | +93% |
| Real-time | 3 | 4,539 | 1,016 | 242 | +4% |
| LLM | 2 | 3,988 | 514 | 165 | -1% |
| AI Model Fine-tuning | 1 | 918 | 172 | 83 | +34% |
| 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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