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April 29, 2025 8 mins

This ex-lawyer is flipping the legal tech game with not one but two revolutionary AI tools: a graph-based SEC filing hunter that delivers lightning-fast, traceable answers and an AI "legal pen-tester" that spots lawsuit risks before they explode. Both tackle the Everest of long-context retrieval—no messy chunking, just pure precision. The mission? Merge graph grounding with long-context models and crack causal risk scoring in legal docs. Non-traditional engineer? No problem. They’re hunting collaborators to smash these tech barriers. Ready to dive into the future of legal AI? For advertising opportunities, visit Avonetics.com.

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