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That time “AI” translation almost caused a fight between a doctor and my parents
What if you want to find out more about the PS/2 Model 280? You head out to Google, type it in as a query, and realise the little “AI” summary that’s above the fold is clearly wrong. Then you run the same query again, multiple times, and notice that each time, the “AI” overview gives a different wrong answer, with made-up details it’s pulling out of its metaphorical ass. Ev … ⌘ Read more

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golang 開發 OA 系統,工作流引擎選型
我想開發一套企業內部使用 OA 系統,使用 golang gin 開發,讓 AI 推薦了幾個流程管理的庫,即工作流引擎。發現大部分找到的都是 Java Sprint Boot 的實現,但是我還是希望用 golang gin 去實現。畢竟 golang gin 目前用的最順手,也積累了大量的內部功能庫,而且服務器資源佔用低。加上是集團內幾個公司一塊使用,使用現成的開源實現,也達不到要求,估計也很難改 ⌘ Read more

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golang 開發 OA 系統,工作流引擎選型
我想開發一套企業內部使用 OA 系統,使用 golang gin 開發,讓 AI 推薦了幾個流程管理的庫,即工作流引擎。發現大部分找到的都是 Java Sprint Boot 的實現,但是我還是希望用 golang gin 去實現。畢竟 golang gin 目前用的最順手,也積累了大量的內部功能庫,而且服務器資源佔用低。加上是集團內幾個公司一塊使用,使用現成的開源實現,也達不到要求,估計也很難改 ⌘ Read more

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MCP Server 的五種主流架構與 Nacos 的選擇
在 AI 大模型應用爆發的今天,Model Context Protocol (MCP) 作爲連接 AI 大模型與應用的關鍵協議,正在快速普及。然而,如何在企業級環境中高效部署和管理 MCP 服務,成爲技術團隊面臨的重要挑戰。本文將深入剖析 MCP Server 的五種主流架構模式,並結合 Nacos 服務治理框架,爲企業級 MCP 部署提供實用指南。MCP 架構的演進與挑戰MCP 協議爲 AI ⌘ Read more

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Cursor - 12306 MCP,打造 AI 智能選票系統,超酷的!
大家好,我是蒼何。昨天線下活動見了米尼的孩子,說句實在的,勾起了我對家裏娃的想念。於是,我決定端午,我要回家,我要陪過度六一。掏出手機 12306,查票、候補、買票。開始計算着出發時間,到達家的時間,選擇高鐵還是硬臥,早上 6 點的車能否趕上,晚上十一點的車到家太晚會吵醒孩子,中午的車正好但往往沒票。。。。受夠了,每次都是這樣,買個票,能把我瞬間變成一隻哈巴狗,咧着嘴,大聲喘氣。於是,我想借助 A ⌘ Read more

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戰鬥系統:事件系統設計
稍有點項目經驗的讀者,想必對事件都不陌生,本篇就和大家分享一下游戲中的事件處理。閱讀提醒:本篇不會講觀察者模式和發佈訂閱模式的基本概念,若尚不瞭解,建議先簡單瞭解一下。 本文字數較多,若想有所得,還需仔細閱讀。 遊戲事件的分類    遊戲中的事件,作者將它們劃爲三類:UI 事件(輸入事件) 養成系統事件(數據變化事件) World 模擬事件(以戰鬥和 AI 爲主) ⌘ Read more

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Google’s “AI” is convinced Solaris uses systemd
Who doesn’t love a bug bounty program? Fix some bugs, get some money – you scratch my back, I pay you for it. The CycloneDX Rust (Cargo) Plugin decided to run one, funded by the Bug Resilience Program run by the Sovereign Tech Fund. That is, until “AI” killed it. We received almost entirely AI slop reports that are irrelevant to our tool. It’s a library and most reporters didn’t even bother to read the rules or even look at what the intend … ⌘ Read more

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TrueNAS uses “AI” for customer support, and of course it goes horribly wrong
Let’s check in on TrueNAS, who apparently employ “AI” to handle customer service tickets. Kyle Kingsbury had to have dealings with TrueNAS’ customer support, and it was a complete trashfire of irrelevance and obviously wrong answers, spiraling all the way into utter lies. The “AI” couldn’t generate its way out of a paper bag, and for a paying customer who is entitled to support, tha … ⌘ Read more

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用 Cherry 替代 Manus,AI 調用多個 MCP 在本地處理 Excel 生成可視化報告文件
Manus 在 agent 領域可謂「炙手可熱」,但受限於網絡以及少得可憐的積分,很多人還是無法用得上。AI Agent 的處理邏輯:無非就是用 AI 根據用戶需求,規劃好要做的事後,不斷的調用不同的工具來實現。有了這個邏輯,我們就知道想要實現某個場景下的需求,只需要找到不同工具的組合給 AI 調用就可以了。而工具方面,各種 MCP 已經成熟了,可以在 AI 對話中直接調用。那豈不是我們自己在本地 ⌘ Read more

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In-reply-to » @thecanine @movq So I actually agree with you! I think Dustin is taking a bit of a "deep and dark" path here (depression), and there are many parallels to other types of activities that we can all talk to. "AI" or "LLM"(s) here should be no different. Use them, Don't use them. I don't really see how it takes away our creativity or critical thinking.

@prologic@twtxt.net What I meant, is that I will not say that someone is not really a writer, if they choose to have what they wrote, ran through some spelling and sentence structure checker, like the one included in MS Word, the average phone keyboard, or on reverso.net - given that they look over the output and make sure the corrections make sense.

Similarly, I won’t complain much, if someone uses AI, to remove backgrounds from images, where the AI can preform this task, as well as a human would and makes sure to check it afterwards, or use ai as a way to sort large quantities of images - usually done for science. An example of this, would be having terabytes of plant photos, from some cities camera system and having an AI analyse them, in an attempt to detect notable changes, like mold, parasites, or the plants needing more water.

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Machinist and Machine
Reading and “accepting/rejecting” so much AI generated code in the last months has made me a bit burned out and have somewhat of an identity crisis.

I have been making more and more time at night to reconnect with the craft.

I think more people in the community might be struggling, so I just wanted to share my way of dealing with it.

Please share how you are dealing with the tokens.

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Google 的 AI 防護方案 - AI Protection
在 Google Next 2025 上,Google 推出一款全新解決方案 -AI Protection,保護整個 AI 生命週期內降低風險。 這是一個結合 AI 與數據安全的方案,非常有前瞻性,值得看看。方案概要AI Protection 通過以下方式幫助團隊全面管理 AI 風險:主要有三個功能:①發現您環境中的 AI 資產並評估其潛在漏洞②通過控制、政策和護欄保護人工智能資產,這是重點③通過 ⌘ Read more

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提示詞注入攻擊的檢測和數據集介紹
提示詞注入攻擊介紹提示詞注入是一種攻擊技術,攻擊者通過精心設計的輸入來操縱 AI 系統,使其偏離原定行爲或繞過設定的安全措施。這類似於軟件開發中的 SQL 注入攻擊,但針對的是 AI 系統的提示詞處理機制。OWASP 把提示詞注入攻擊作爲 2025 年大模型應用風險的第一位,可見其重要程度。相對於原來直接針對大模型的攻擊,在基於大模型的應用中,增加了數據:數據裏也可以加入對大模型的攻擊,舉個例子: ⌘ Read more

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ASUS IoT Unveils RUC-1000 Series with 600W GPU Support and Up to 4000 TOPS at Computex 2025
ASUS IoT has announced the RUC-1000 series at Computex 2025, introducing what it describes as the world’s first 2U 19-inch rugged edge AI GPU computer with PCIe 5.0 support for up to 600W GPUs. Designed for edge AI deployments in industrial environments, the new series includes the RUC-1000G and RUC-1000D models, offering performance scalability and […] ⌘ Read more

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AMI Aptio V Firmware Powers Radxa Orion O6 at COMPUTEX 2025
AMI has announced that its Aptio V UEFI Firmware will power the Radxa Orion O6 demo platform at COMPUTEX Taipei 2025. Described as the “World’s First Open Source Armv9 Motherboard,” the compact Orion O6 Mini ITX board is designed for AI, edge computing, and multimedia-intensive workloads. The board uses the CiX P1 CD8180 SoC, which […] ⌘ Read more

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You are not needed
You want more “AI”? No? Well, too damn bad, here’s “AI” in your file manager. With AI actions in File Explorer, you can interact more deeply with your files by right-clicking to quickly take actions like editing images or summarizing documents. Like with Click to Do, AI actions in File Explorer allow you to stay in your flow while leveraging the power of AI to take advantage of editing tools in apps or Copilot functionality without having to open your file. AI actions in File Explorer are easi … ⌘ Read more

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