EdgeClaw Box Review - Open-source edge-cloud collaborative AI hardware that can run agents even without internet access.

Recently, complaints about OpenClaw have been increasing. Not only is it difficult to deploy, but the API token consumption is also high, making it challenging to run complex applications.automaticThe bill for these tasks is exorbitant; just looking at it makes my wallet ache.

Most importantly, the Ministry of State Security has also begun to warn OpenClaw of security risks. How could we dare entrust our core work data to them?

Yesterday, facing the wallintelligentThey released a very interesting new product: a lobster that's safe, controllable, and ready to use right out of the box.intelligentHardware – EdgeClaw Box.

The EdgeClaw Box is equipped with a joint project between the Wall-Facing Wall Association, Tsinghua University, and Renmin University of China.AI9Stars, ModelBest, and OpenBMB communitiesopen sourceJoint research and development andopen sourceEdgeClaw: A new generation of edge-cloud collaborative, security-first lobster.

Official websitehttps://github.com/Openbmb/edgeclaw

EdgeClaw Box is arguably the most perfect OPC digital infrastructure currently available. It allows Lobster to run safely, stably, and reliably in real-world work scenarios.

In the past, we bought computers to do our own work; but the EdgeClaw Box is like a one-time purchase, hiring a cyber employee who never sleeps to do your work—a first in the industry. AI Native hardware form factor.

Everyone knows that OpenClaw has weaknesses such as difficulty in local deployment and the ease with which data can be leaked. Security, on the other hand, is precisely the primary goal of EdgeClaw Box.

In terms of model architecture, EdgeClaw Box has unprecedentedly broken down the dimensional barriers between the "device" and the "cloud," becoming a true "amphibious lobster":

• Serve (Strongest Defense)Built-in wall-mounted suite (including the extremely powerful MiniCPM series), allowing it to work even when offline, with complete physical data isolation.
• Cloud-based (switch at will)Freely switch between Kimi and MiniMax.Claude MainstreamLarge Model.

We can connect directly to the EdgeClaw Box via Bluetooth using our phones, AR glasses, or even our main computer. We can then open Lark or our custom-developed app and send voice messages or assign tasks, just like sending a WeChat message to a colleague.

For example, we can send a command while walking down the street, and the EdgeClaw Box in the office can complete the entire workflow.

High efficiencyRAG works incredibly smoothly; all our data can be indexed locally, making it both secure and...High efficiency.
Facing the wallintelligentThree very ingenious mechanisms were designed at the underlying architecture level:

Three-level safety mechanism

To address the most pressing concern about data security, EdgeClaw Box includes three built-in task processing modes.

• S1 Default Mode (Cloud Processing)Suitable for researching information and writing general copy; information is sent directly to the cloud.Large ModelThey pursue the ultimate in intelligence and efficiency.
• S2 Desensitization Mode (Hybrid Processing)I think this design is absolutely brilliant! The local model will process the files we upload...automaticThe process involves "de-identification" (e.g., removing or replacing names, amounts, and core code), followed by sending the de-identified, secure content to the cloud for inference, thus achieving both security and...High efficiency.
• S3 Safe Mode (Forced Local Processing)All data streams will remain entirely local, processed offline by the pre-installed MiniCPM model. Even if we unplug the network cable, the EdgeClaw Box will still get the job done perfectly.

Cloud/Local Dynamic Collaboration

Many users are concerned about token consumption. EdgeClaw Box uses cloud/local dynamic collaboration to genuinely save us money. This applies to tasks like transcribing recordings and replying to basic emails.SimpleThe system will handle the task.automaticCalling local models for processing results in zero latency and zero API token cost.

When faced with complex tasks such as in-depth industry financial report analysis and long-cycle code development, EdgeClaw Box seamlessly switches to the cloud.Large ModelIt perfectly balances local security and low cost with the powerful computing power and high intelligence of the cloud.

Two-layer Skill architecture

EdgeClaw Box launches with several premium skills:

• General SkillEdgeClaw Box can handle miscellaneous tasks, such as generating meeting minutes, creating content, and replying to emails.
• Professional SkillsIt directly empowers core businesses to generate revenue. For example, in investment analysis skills, EdgeClaw Box can provide 24/7 support.automaticThey monitor the market and help us analyze hundreds of pages of listed companies' financial reports, all in English, extracting summaries and sending them to us.

EdgeClaw is truly our own. AI operating system.

Thanks to facing the wallintelligentWith access to several top universities, we can not only purchase a ready-to-use EdgeClaw Box, but also install the EdgeClaw system directly on our own computers or servers, gaining access to...High efficiencyAnd safe AI assistant.

The common sense of business in the future is being rewritten. If a company wants to expand, it only needs to upgrade its OPC digital infrastructure and buy a few more EdgeClaw Boxes.

Technology is bridging the resource gap between massive corporations and super-individuals in an extremely forceful yet incredibly fair way.

The emergence of EdgeClaw Box has transformed the idea that "one person can be a team" from a motivational quote into a real-world reality.

Original link:Facing the wallintelligentReleased cloud-based amphibious lobster, capable of working even without internet access.