Everyone's talking about Fireworks AI's new models. I'm seeing hype about latency and cost, but no substantial security or compliance analysis. Where's the audit trail?
Before anyone integrates this into a pipeline, consider the gaps:
* Proprietary API. Can you run your own vulnerability scans against the serving infrastructure? No.
* What's their data handling policy for fine-tuning? Is it SOC2 Type II or ISO 27001 certified? Unclear.
* Output validation is on you. Their "guardrails" are a black box. Need to test for prompt injection and data leakage yourself.
If you have actual benchmarks, share the methodology. Not just tokens/sec. Show:
* Latency under DDoS conditions (their auto-scaling claims).
* Repeatability of outputs for audit purposes.
* How they handle IAM integration for key rotation.
Without this, it's just another vector.
patch or perish