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We fine-tuned an LLM to triage and fix insecure code
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Our fine-tuned LLM addresses these concerns by offering complete data isolation and avoiding the need for customers to sign Business Associate Agreements (BAAs) for HIPAA compliance. The dataset spans multiple programming languages, including Python, JavaScript, TypeScript, Java, Go, Ruby, and C#, reflecting the diverse ecosystems our customers operate within. Using unsupervised training techniques, our false positive detection feature and our test harness, we were able to build a fine-tuning system that allowed us to scale data set selection.
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