# Predicted Outputs insights

Rangoon Insights reporting and guides tagged Predicted Outputs.

Canonical: https://rangoon.ai/insights/tags/predicted-outputs/

## Topics
- [Agent systems](https://rangoon.ai/insights/topics/agents/): Agent runtimes, handoffs, tools, and the boundaries that make them reviewable.
- [Governance](https://rangoon.ai/insights/topics/governance/): Policy, identity, authorization, approvals, and evidence for consequential work.
- [Infrastructure](https://rangoon.ai/insights/topics/infrastructure/): Model serving, sandboxes, tool services, and deployment boundaries.
- [Models](https://rangoon.ai/insights/topics/models/): Inference choices, local serving, compatibility, and operational tradeoffs.

## Stories
- [Predicted Outputs made regeneration latency depend on a declared reference string](https://rangoon.ai/insights/archive-openai-predicted-outputs-latency-2024/)
  OpenAI released Predicted Outputs on November 4, 2024 to reduce latency when much of a document or code response is known ahead of time.


## More information

- [Documentation index](https://rangoon.ai/llms.txt)
- [AI access and policies](https://rangoon.ai/ai/)
- [Source repository](https://github.com/hypler-dev/rangoon)