1d ago

Naveen Rao clarified that model serving is not performed by the model provider and identified the separation as a key factor in data flows for AI deployments that reference Databricks

Discussion addressed request reconstruction for rollouts and multi-turn histories.

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Original post

@NaveenGRao @unconvAI @databricks So I suppose this assumes it would be hard to reconstruct requests belonging to the same rollouts. But it would be straightforward for many common cases like requests from the same multi-turn message history. Or does infra here include model serving?

6:59 PM · May 17, 2026 View on X

@NaveenGRao @MinqiJiang @unconvAI @databricks what

Naveen RaoNaveen Rao@NaveenGRao

@MinqiJiang @unconvAI @databricks The model serving is NOT done by the model provider. That's the key.

3:10 AM · May 18, 2026 · 308 Views
9:39 AM · May 18, 2026 · 156 Views

@MinqiJiang @unconvAI @databricks The model serving is NOT done by the model provider. That's the key.

Minqi JiangMinqi Jiang@MinqiJiang

@NaveenGRao @unconvAI @databricks So I suppose this assumes it would be hard to reconstruct requests belonging to the same rollouts. But it would be straightforward for many common cases like requests from the same multi-turn message history. Or does infra here include model serving?

1:59 AM · May 18, 2026 · 218 Views
3:10 AM · May 18, 2026 · 308 Views

@MinqiJiang @unconvAI @databricks No, Anthropic is available this way

Minqi JiangMinqi Jiang@MinqiJiang

@NaveenGRao @unconvAI @databricks Ah, so no Anthropic, but OSS models and maybe GPT on Azure.

12:35 PM · May 18, 2026 · 149 Views
1:52 PM · May 18, 2026 · 179 Views

@NaveenGRao @unconvAI @databricks Ah, so no Anthropic, but OSS models and maybe GPT on Azure.

Naveen RaoNaveen Rao@NaveenGRao

@MinqiJiang @unconvAI @databricks The model serving is NOT done by the model provider. That's the key.

3:10 AM · May 18, 2026 · 308 Views
12:35 PM · May 18, 2026 · 149 Views