# edge AI insights

Rangoon Insights reporting and guides tagged edge AI.

Canonical: https://rangoon.ai/insights/tags/edge-ai/

## 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
- [ExecuTorch 1.0 moved its edge runtime out of beta with broader platform work](https://rangoon.ai/insights/archive-executorch-1-0-edge-runtime-october-2025/)
  PyTorch announced ExecuTorch 1.0 on October 22, 2025, pairing production-readiness claims with new multimodal APIs, backend packaging and platform support.
- [Liquid AI released LFM2-VL as compact vision-language models for edge deployment](https://rangoon.ai/insights/archive-liquid-lfm2-vl-edge-august-2025/)
  Liquid AI released LFM2-VL on August 12, 2025, introducing 450M and 1.6B vision-language models with conditional open-license terms.
- [Liquid AI released LFM2 as a small on-device foundation-model family](https://rangoon.ai/insights/archive-liquid-lfm2-on-device-july-2025/)
  Liquid AI released LFM2 on July 10, 2025, with 350M, 700M and 1.2B dense models plus an open license with commercial-use conditions.
- [Ministral 3 made edge model choice a family, mode, and license decision](https://rangoon.ai/insights/archive-ministral-3-edge-family-december-2025/)
  Mistral released Ministral 3 on December 2, 2025, with 3B, 8B, and 14B base, instruct, and reasoning variants under Apache 2.0.
- [Jetson Thor made edge-robotics compute a systems-integration question](https://rangoon.ai/insights/archive-nvidia-jetson-thor-general-availability-2025/)
  NVIDIA made Jetson AGX Thor developer kits and production modules generally available on August 25, 2025, pairing a Blackwell-based robotics computer with JetPack 7 software.
- [Jetson Orin Nano Super turned a developer-kit refresh into a software-configuration story](https://rangoon.ai/insights/archive-nvidia-jetson-orin-nano-super-december-2024/)
  NVIDIA introduced the Jetson Orin Nano Super Developer Kit on December 17, 2024, tying a lower-priced kit to a new power mode and JetPack software updates.


## 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)