Roboco Design

Roboco Design Official website:
https://roboco.tw/

We craft premium AI hardware peripherals like dedicated enclosures for NVIDIA Jetson,
Providing developers and educators with a seamless, high-quality environment to bring their AI visions to life.

【AI in One Minute | 02】Kimi K3: AI Is Moving Beyond Chat to ActionOne of the hottest topics in AI recently is Kimi K3, a...
04/08/2026

【AI in One Minute | 02】Kimi K3: AI Is Moving Beyond Chat to Action

One of the hottest topics in AI recently is Kimi K3, a new model developed by Chinese AI company Moonshot AI.
For years, we've treated AI as a chatbot : we ask questions, and it gives us answers. But the Kimi K3 is designed for something more. Rather than simply responding to prompts, it is optimized for AI Agent workflows, enabling it to understand user intent, plan tasks, and assist with completing multi-step workflows instead of just generating text.

Kimi K3 features a 1-million-token context window, allowing it to process large volumes of text, research papers, and even entire software projects without splitting them into smaller chunks. It has also been optimized for software development, helping developers understand codebases, debug issues, and refactor code, making AI feel more like a collaborative development partner than a code generator.
More importantly, as an open-weight model, Kimi K3 gives enterprises and developers greater flexibility to deploy, customize, and integrate AI into their own applications.

Of course, Kimi K3 is not without its challenges. In advanced reasoning and complex programming tasks, it still trails leading commercial models such as GPT and Claude. In addition, deploying a model of this scale requires significant GPU resources. Like any cloud-based AI API, organizations also need to consider data privacy, regulatory compliance, and cross-border data transfer when adopting AI solutions.

ROBOCO's Perspective :
We believe the competition in AI is no longer just about building smarter models, it's about how well AI can integrate into real-world workflows.
In the future, businesses won't simply ask which model is the most intelligent. They'll ask which one can work seamlessly with existing tools, devices, and systems to improve productivity.

What part of your work would you most like AI to help with in the future?
Share your thoughts in the comments below !

【 AI 一分鐘 | 02 】Kimi K3：AI 開始從聊天走向執行
近期 AI 圈最熱門的話題之一，就是中國 AI 公司 Moonshot AI 推出的模型 Kimi K3。
過去，我們習慣把 AI 當成聊天工具，有問題就向它提問；但 Kimi K3 想做的，不只是回答問題，而是針對 AI Agent 的工作流程進行最佳化 。它能理解需求、規劃流程，並協助完成一連串任務，而不只是生成一段文字。

Kimi K3 支援 100 萬 Token 的超長上下文，可以一次理解大量文字、研究報告或整個程式專案，不需要反覆切割內容。它也針對程式開發進行優化，能協助除錯、重構程式碼，讓 AI 更像是一位可以一起工作的開發夥伴。更重要的是，Kimi K3作為開放權重的模型讓企業與開發者能更自由地部署、客製化與整合 AI 應用。

當然，Kimi K3 並非沒有挑戰。在部分高難度推理與程式設計能力上，與 GPT、Claude 等頂尖商業模型仍有差距。此外，大型模型部署需要充足的 GPU 資源，與其他雲端AI API一樣，企業在導入時仍需評估資料隱私、法規遵循與跨境資料傳輸等議題。

ROBOCO 的觀點：
我們認為，AI 的競爭已經不只是模型之間的競爭，而是誰能真正融入工作流程。未來企業關心的不會只是模型有多聰明，而是它是否能與工具、設備和既有系統協作，真正提升工作效率。
Kimi K3 的出現，也代表 AI 正從「聊天」逐漸走向「執行」。

你希望 AI 未來最能協助你的工作是哪一部分？

歡迎留言和我們分享你的看法!

Source: https://www.kimi.com/blog/kimi-k3








【Jetson 101 | 01】Knowing jetsonIn recent years, NVIDIA Jetson has become increasingly popular across the AI industry.Fro...
02/08/2026

【Jetson 101 | 01】Knowing jetson

In recent years, NVIDIA Jetson has become increasingly popular across the AI industry.
From robots and AI-powered cameras to today's fast-growing Local AI and Vision AI applications, Jetson is powering a wide range of intelligent devices.

So, what exactly is NVIDIA Jetson?

Simply put, Jetson is NVIDIA's compact computing platform designed for AI and edge computing. Equipped with an NVIDIA GPU, it can run AI models directly on the device, enabling applications such as object detection, image analysis, speech recognition, and even Large Language Models (LLMs), without sending data to the cloud for every inference.

How is Jetson different from a traditional Industrial PC (IPC)?
Industrial PCs are designed for industrial automation tasks such as equipment control, PLC communication, and data collection, where stability and long-term reliability are essential.
Jetson, on the other hand, is purpose-built for AI inference. It excels in applications that require real-time AI processing, including robotics, intelligent surveillance, AOI visual inspection, and autonomous mobile systems.

As a result, Jetson has become a popular platform for developers building AI solutions across smart manufacturing, healthcare, retail, smart homes, and many other edge AI applications.

ROBOCO's Perspective :
We believe the future of AI isn't defined by larger models, it's defined by how effectively AI can be deployed in the real world.
When AI can perform inference locally and in real time, it becomes practical for robotics, industrial automation, and smart devices. Jetson is one of the key platforms making that transition possible.

What kind of AI project would you build with NVIDIA Jetson?

Share your ideas in the comments—we'd love to hear from you.

文案內容(中文):
【Jetson小教室 | 01】什麼是 NVIDIA Jetson?

近年來，越來越多人開始接觸 NVIDIA Jetson。
從機器人、AI 攝影機，到近年熱門的本地AI，視覺 AI，都能看到 Jetson 的身影。

那麼，Jetson 到底是什麼？

簡單來說，Jetson 是 NVIDIA 專為AI與邊緣運算打造的小型運算平台。它內建NVIDIA GPU，能直接在設備端執行AI模型，例如物件辨識、影像分析、語音辨識，甚至大型語言模型(LLM)，不需要每次都把資料送到雲端運算。

那它和一般IPC工業電腦有什麼不同？
IPC 擅長設備控制，PLC 通訊，資料收集等工業自動化工作。而Jetson則是專為AI推論設計，更適合機器人、智慧監控、AOI視覺檢測、自主移動設備等需要即時 AI 運算的應用。
也因為如此，近年來 Jetson 已廣泛應用於智慧工廠、智慧醫療、智慧零售、智慧家庭，以及各種邊緣運算AI專案，成為許多開發者打造AI應用的熱門平台。

ROBOCO 的觀點：
我們認為，未來 AI 的價值，不在於模型有多大，而在於能否真正走進設備、走進工作現場。當 AI 能在本地即時完成推論，才能真正應用在機器人、自動化設備與智慧製造等場景。而Jetson，正是其中一個讓這些應用落地的重要平台。

你最想用 Jetson 做出什麼 AI 專案？
歡迎留言和我們分享你的想法！

Source : NVIDIA official website
https://www.nvidia.com/zh-tw/autonomous-machines/embedded-systems/jetson-orin/nano-super-developer-kit/








【AI one minute | 01】What is Edge AI?If you've been following the AI industry recently, you've probably come across this ...
02/08/2026

【AI one minute | 01】What is Edge AI?

If you've been following the AI industry recently, you've probably come across this term : Edge AI(Edge devices).Companies like NVIDIA, Qualcomm, Intel, and many other technology leaders are also investing heavily in Edge AI as one of the key directions for the future.

So, what exactly is Edge AI?

Take ChatGPT as an example. Most AI services send data to the cloud for processing before returning the results. But for robots, smart surveillance cameras, or automated inspection systems in factories, every second matters. Waiting for a response from the cloud can mean slower reactions when timing is critical.

Simply put, Edge AI means running AI directly on the device itself rather than relying on the cloud(Edge computing). This enables lower latency, better data privacy, and continued operation even without an internet connection.NVIDIA Jetson series is one of great examples.

ROBOCO's Perspective:
We believe the true future of AI isn't just about everyone using ChatGPT,it's about AI becoming an integral part of the devices around us. Whether it's factory equipment, smart cameras, or even the intelligent home assistants we've only seen in science fiction, AI will increasingly run where it's needed most.That's why we continue to focus on Edge AI and NVIDIA Jetson.
Because we believe the next stage of AI isn't in larger data centers—it's in the devices that are becoming part of our everyday lives.

【AI一分鐘 | 01】Edge AI是甚麼?

最近如果有在關注 AI，你大概有看過一個名詞：Edge AI。
這個東西不只是 NVIDIA，Qualcomm、Intel 等科技大廠，也都將 Edge AI 視為未來的重要發展方向。

那麼，什麼是 Edge AI？

以 ChatGPT 為例，大多數 AI 都需要把資料送到雲端運算，再將結果回傳。但對於機器人、智慧攝影機或工廠檢測設備來說，每一秒都很重要，等待雲端回應代表著現場不夠快的反應。
Edge AI (邊緣運算裝置)白話文就是讓 AI 直接在設備端完成邊緣運算，不僅能降低延遲、提升資料隱私，也能在沒有網路的情況下持續運作，NVIDIA Jetson系列就是個很好的例子。

ROBOCO 的觀點：
我們認為，AI 真正的普及，不只是人人都會使用 ChatGPT，而是越來越多執行端的設備開始具備 AI 能力，可能是工廠，可能是攝影機，甚至可能是科幻電影中的智能管家，這也是我們持續關注 Edge AI 與 NVIDIA Jetson 的原因。

因為我們相信，AI 的下一步，不是在更大的資料中心，而是在離你我更近的生活裡。








Panini is the name of our enclosure. Why "Panini"? Well, our designer thought it was small, flat, and irresistibly cute....
28/07/2026

Panini is the name of our enclosure. Why "Panini"? Well, our designer thought it was small, flat, and irresistibly cute. When the computer is running, it even gets pleasantly warm—just like a freshly pressed panini sandwich. So, with absolutely no hesitation, the name Panini was born.
So, what's our Panini made for?
The answer is NVIDIA's Jetson Orin Nano.
The Jetson Orin Nano Developer Kit is NVIDIA's edge AI computing platform. Since it's a developer kit, it comes as a bare board—with exposed pins, no power or reset buttons, and very little physical protection. Great for development, perhaps, but not exactly the most user-friendly package.
That's where Panini comes in.
With just a few seconds of installation, your Jetson Orin Nano Developer Kit transforms into a sleek, palm-sized mini computer. The sturdy enclosure provides full protection, while dedicated power and reset buttons make everyday operation effortless. We've even added a built-in display that can monitor system temperature. Or, if you'd rather have it show a smiling face to brighten your day, that's perfectly possible too.
"May my Panini enclosure spare every Jetson in this world from suffering." — Panini's Designer
Thank you for reading, here’s our purchase link

https://roboco.tw/purchase

Panini，是我們機殼產品的名字，因為設計師覺得他小小扁扁的很可愛，電腦在跑的時候還會溫溫的，像是個熱壓三明治，所以就任性地拍板叫他Panini(帕尼尼)了。
那我們的Panini要用在哪裡?答案是用來裝Jetson Orin Nano。
Jetson Orin Nano 是NVIDIA他們家的邊緣運算裝置，官方自己賣的叫Jetson Orin Nano開發者套件，既然是套件，那它基本上就是個赤裸的板子，外露針腳跟沒有按鍵甚麼的，使用起來總歸是比較不方便的。
但加上我們的Panini外殼之後就不一樣了!
只需要幾秒鐘的安裝，Jetson Orin Nano開發者套件就可以華麗地變身成為一台巴掌大的精巧小電腦模樣，完整的外殼保護，開機重置鍵一應俱全，甚至還有螢幕可以監控溫度，或你想讓它顯示笑臉讓你看著他就心情愉悅當然也沒問題。
“願我的Panini機殼能讓這世上的Jetson再也不用面對俗世苦難。”--Panini的設計師語錄
感謝閱讀到這邊的你，對我們產品有興趣的話連結在這邊：

https://roboco.tw/purchase

Why Jetson Orin Nano is your best choice to start.As the AI and robotics begins to become more of a every day related to...
25/03/2026

Why Jetson Orin Nano is your best choice to start.

As the AI and robotics begins to become more of a every day related topic, one might want to dive in the world of AI and start learning, NVIDIA is no doubt one of the leading company in this field, they also encourages developer to do so, since they have those "Developer Kits".

For now there are three different kits:

Jetson Orin Nano Super Developer Kit
Jetson Orin AGX Developer Kit
Jetson AGX Thor Developer Kit

Choosing the right NVIDIA Jetson Developer Kit really depends on project's scale, but as of 2026, the Jetson Orin Nano Super Developer Kit still remains as the champion for beginners.

At $249, the Orin Nano Super gives you access to the same NVIDIA JetPack SDK used by multi-million dollar industrial projects, achieving seamless software experience with NVIDIA's flagship hardware for a minimal investment.

And it's small.

Unlike the older Jetson Nano (which may struggled with modern models), the Orin Nano can actually run YOLOv8, Transformers, and SLMs (like Llama 3) in real-time. This means you won't get stuck with hardware bottlenecks while trying to learn the latest 2026 AI techniques.

The Orin Nano currently has the largest community support. Most open-source robotics projects (like ROS 2) and GitHub AI repos are optimized and tested specifically for the Orin Nano due to its popularity among developers.

And because it draws very little power (max 25W), you can easily power it with a small battery pack for mobile robots or drones. You don't need the complex power management or heavy cooling systems required by the AGX or Thor series.

Check our website with detailed comparison article:
https://roboco.tw/blog/jetson-choice

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