Lin Qiao

speaker

767 appearances 1 recordings 1 series first heard Jul 2026 last heard 20 Jul

Lin Qiao’s voice in public audio — every appearance, attributed to the second.

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Recordings per month over the last 12 months — 1 in all, peaking in Jul 2026 with 1.

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And second is you just cannot customize those general purpose models.

And you use it as is on top of API.

You have no control over versus with open model, you have full control.

You can tune however you want.

You can use it however you want.

Especially Fireworks, we are a specialized intelligence platform.

We offer all sorts of tools for you to easily customize the model for one specific use case.

After that model is tuned with high-quality,

And then we further optimize for inference deployment.

Think about fireworks.

We think about every single model deployment as one size fits one.

It's unique for your workload only.

It's optimized for your workload only from quality, speed, cost point of view.

So we believe that's absolutely needed because once you think about a production scale of reaching to millions of users,

tens of millions, billions of users, then even 5% of cost reduction means a lot.

It's a massive amount, let alone what we have seen in the past is 5 times to 10 times cost reduction.

I think it's a huge debate happening right now across the industry.

Once the model is open, you can put all kinds of guardrails specialized to your business around.

I would say to all models, it doesn't matter if open or closed, you should put your own guardrail around it.

The fundamental reason is the following.

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