Fireworks AI (@FireworksAI_HQ) “Another proof point for the open-weights thesis. From @RampLabs: "If we built th” — TopicDigg
Fireworks AI
@FireworksAI_HQ
From Inference to Intelligence
加入 September 2022
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Another proof point for the open-weights thesis. From @RampLabs:
"If we built this again, we'd lean more on open-weight models."
Ramp pointed 10K agents at their own backend. Kimi K2.6 and DeepSeek V4 Pro on Fireworks recovered 7 high-severity vulnerabilities at ~5x lower cost per token than GPT 5.5. In a world of scarce (GPU) resources, both cost and value matter. AI leaders today are finding the right balance btw open & closed.
"On balance, the hard cases reward a frontier model, but cheaper open-weight models still find high-severity security issues in production code at meaningful rates."
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