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README.md

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-# Welcome to July AI!
+# About July AI
 
-We are a data marketplace built for contributors. We ensure fair compensation for their original ideas and intelligence used in model training. By putting contributors first, we generate the highest-quality data. Our mission is to reinvent economic opportunities for people in the age of AI.
+**July AI is a data infrastructure company specializing in AI Red Teaming.**
+Red teaming is a critical discipline in AI safety, yet it has never been taught or scaled programmatically.
+
+We are building the first institutional learning platform dedicated to AI red teaming by identifying, upskilling, and staffing exceptional contributors from diverse backgrounds. 
+We support leading frontier model companies with both full red-team campaigns and ready-to-use evaluation datasets across a wide range of domains.
+
+Our approach focuses on attracting and elevating top-tier contributors by placing their experience at the center to create a flywheel. 
+Our broader mission is to expand economic opportunity by helping people transition into AI-native, AI-first roles—creating a workforce equipped for the future of intelligence.
 
 ## 📊 Datasets
 
-This Hugging Face houses *sample* datasets from our comprehensive, multi-turn jailbreak dataset collections, designed to advance AI safety research and evaluation.
+July AI presents red team corpus that was accumulutated as part of the learning platform operations. 
+This dataset was generated by ~300 contributors on our platform from various backgrounds, incl. creative writing, marketing, top 100 U.S. universities, security engineering.
+
+- Use cases: Safety Evals and Training
+- Key characteristics: Multi-turn, Organic Personas, Domain incl. Bio, Cyber, Illicit
+- Entire datasets are available for purchase. 
+- Available instantly. Further customization available.
 
-Entire datasets are available for purchase. Please contact us at info@gojuly.ai for more information.
+Contact info@gojuly.ai for more information.
 
 ### ⭐ Featured Datasets
 
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 ## 🤝 For Contributors
 
-We believe in fair compensation for data contributors. If you're interested in contributing high-quality data to advance AI safety research, visit our website to learn more about our [contributor program](https://form.typeform.com/to/sxEbJwG6?typeform-source).
+We believe in fair compensation for data contributors. Apply to our Red Team Role (https://form.typeform.com/to/sxEbJwG6?typeform-source).
 
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-*Building the future of AI with fair compensation and high-quality data.*
+*Building the future of AI helping the workforce transition into AI-native roles.*
 
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