AI & ML interests

Responsible AI development & ethical AI evaluation

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sumitrail  updated a Space 22 days ago
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sumitrail  published a Space 22 days ago
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sumitrail  updated a dataset 22 days ago
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Responsible AI Labs (RAIL)

🎯 Mission

Advancing AI safety through platform innovation and research. We build tools and frameworks that help organizations deploy AI responsibly.

🔬 What We Do

Platform

RAIL Score API - Developer-friendly evaluation platform for AI safety

  • Real-time content evaluation across toxicity, bias, PII, and factuality
  • Scalable microservices architecture on Google Cloud
  • Simple RESTful API with tiered pricing

Research

Open Datasets & Academic Contributions

  • RAIL-HH-10K: Curated dataset for AI harm evaluation
  • Novel frameworks for multi-dimensional AI safety assessment
  • Collaborative research advancing responsible AI practices

📊 The Problem We're Solving

  • 35% of AI chatbot responses contain false information (2025)
  • Misinformation rates doubled in just one year
  • High-profile AI failures costing companies millions
  • Lack of standardized evaluation frameworks

🚀 Get Started

🤝 Join Us

Building safer AI requires collaboration. Whether you're a developer integrating our API, a researcher using our datasets, or an organization seeking AI safety solutions - let's connect.

Together, we're making AI safer for everyone.

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