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Fireworks AI and DepthFirst Labs launch vulnerability-finding model

Fireworks AI has partnered with DepthFirst Labs to scale the training and inference for dfs-large1, a new model designed for identifying vulnerabilities in enterprise codebases. This model, built on the open GLM-5.2 architecture and post-trained by Fireworks AI, is now available in preview on the DepthFirst platform and claims best-in-class performance for vulnerability discovery. AI

IMPACT This specialized model could improve security for enterprises by automating vulnerability detection in codebases.

RANK_REASON This is a specialized model release from a partner company, not a frontier model release from a major AI lab.

Read on X — Fireworks (inference infra) →

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Fireworks AI and DepthFirst Labs launch vulnerability-finding model

COVERAGE [1]

  1. X — Fireworks (inference infra) TIER_1 English(EN) · FireworksAI_HQ ·

    Our partners at @depthfirstlabs just released dfs-large1, a specialized model built for finding and validating real vulnerabilities in large enterprise codebase

    Our partners at @depthfirstlabs just released dfs-large1, a specialized model built for finding and validating real vulnerabilities in large enterprise codebases. We helped them to scale the training and inference, making this production-capable agent possible. It’s now in