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1. ENVS ENVS Public

   Environment-Native Verified Search (ENVS): GUI agent post training pipeline that reaches higher accuracy at lower compute than online RL.

   Python 5

2. Franklink Franklink Public

   World first AI-native professional networking platform, built entirely inside iMessage

   Python 1

3. Kalshi_Cpp Kalshi_Cpp Public

   The first low latency C++ based high frequency trading system for Kalshi, the prediction market

   C++ 2

4. AlphaOne AlphaOne Public

   Full-stack social sentiment intelligence platform for market topics and tickers powered by fine-tuned DeBERTa-v3 with subject-aware sentiment analysis.

   Python 3

5. Heard Heard Public

   Antropic x Penn Hackathon Track Champion, Overall Third Place Project: Turn a personal grievance into political action, in 60 seconds.

   Python 1

6. NL2SQL_Bot NL2SQL_Bot Public

   A smart natural language to SQL query agent: ask your database in plain English, get an answer, a chart, and the exact SQL behind it.

   Python 4 1