# model deployment insights

Rangoon Insights reporting and guides tagged model deployment.

Canonical: https://rangoon.ai/insights/tags/model-deployment/

## 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
- [Ultralytics released YOLO26 with optional NMS-free real-time vision inference](https://rangoon.ai/insights/archive-ultralytics-yolo26-vision-release-january-2026/)
  Ultralytics released YOLO26 on January 14, 2026, adding a unified vision family with an optional end-to-end detection route that omits NMS.
- [PaddleOCR 3.0 put OCR, document parsing and extraction into one versioned release](https://rangoon.ai/insights/archive-paddleocr-3-document-parsing-may-2025/)
  PaddlePaddle released PaddleOCR 3.0 on May 20, 2025, adding PP-OCRv5, PP-StructureV3 and PP-ChatOCRv4 with a revised deployment stack.
- [AI21 positioned Jamba 1.6 for private enterprise deployment, while keeping context and benchmark claims testable](https://rangoon.ai/insights/archive-ai21-jamba-1-6-private-enterprise-march-2025/)
  AI21 introduced Jamba 1.6 on March 6, 2025, naming Large and Mini variants with 256K context and private on-premises or VPC deployment paths.
- [Texas set a January 2026 start for its Responsible AI Governance Act](https://rangoon.ai/insights/archive-texas-responsible-ai-governance-act-2025/)
  Texas Governor Greg Abbott signed HB 149 on June 22, 2025, setting January 1, 2026 as the effective date for the Texas Responsible AI Governance Act.


## 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)