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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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Top Stories: iPhone 17 Air Details, Apple’s Smart Glasses, and More
WWDC is coming up quickly with a number of software announcements in store, but we’re also looking further ahead to hardware launches like the iPhone 17 lineup and even Apple’s smart glasses project.

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This week also saw big news with former Apple design guru Jony Ive joining forces with OpenAI to build future AI-driven devices, while Fortnite return … ⌘ 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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Jony Ive’s AI Product ‘Third Core Device’ After MacBook and iPhone
Details have leaked about the device that OpenAI is developing with former Apple designer Jony Ive. OpenAI is acquiring io, the hardware-based AI startup co-created by Jony Ive, and the first product is one of a family of devices the company intends to launch.

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Ive and Ope … ⌘ Read more

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[$] LWN.net Weekly Edition for May 22, 2025
Inside this week’s LWN.net Weekly Edition:

  • Front: Home Assistant; Setuptools; Debian AI GR; DMA-mapping API; BPF CI; OSPM 2025

  • Briefs: Go audit; Oniux; Asahi progress; Rust in FreeBSD; RHEL 10; Rust 1.87.0; RIP John L. Young; Quote; …

  • Announcements: Newsletters, conferences, security updates, patches, and more. ⌘ 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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In-reply-to » @bender @prologic Jokes aside, I don't think that's the right approach either. We had spell checkers, since I can remember, as well as other tools, like the smart image select, used mostly to remove backgrounds. These are tools, that just simplify the process of either opening up a dictionary and looking up a word, you can't remember the spelling of, or the process of placing a billion little dots around the part of an image you want to select - none of these are creative or enjoyable tasks, we already had tools for them, decades before AI. I don't think we need to go back to cave paintings, to be free of AIs influence on our creative work.

Again, I was simply pointing out that, if he used AI to correct misspellings, and improve grammar, then this isn’t true:

“This post was written entirely by a human, with no assistance from AI. (Other than spell- and grammar-checking.)”

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In-reply-to » @bender @prologic Jokes aside, I don't think that's the right approach either. We had spell checkers, since I can remember, as well as other tools, like the smart image select, used mostly to remove backgrounds. These are tools, that just simplify the process of either opening up a dictionary and looking up a word, you can't remember the spelling of, or the process of placing a billion little dots around the part of an image you want to select - none of these are creative or enjoyable tasks, we already had tools for them, decades before AI. I don't think we need to go back to cave paintings, to be free of AIs influence on our creative work.

@thecanine@twtxt.net right. Spell checkers are not AI. Full grammar checking, and correction? That one I have not seeing, but on AI. So, what I meant was, let the grammar gaffes show; we type as we speak (most of the time). About spelling mistakes, well, let them be corrected as we have done since 1971(?).

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[$] Debian AI General Resolution withdrawn
Despite careful planning and months of warning, Debian developer Mo
Zhou has acknowledged that the project needs more time to grapple with
the questions around AI models and the Debian Free Software Guidelines
(DFSG). For now, he has withdrawn his proposed General Resolution (GR)
that would have required the original training data for AI models to
be released in order to be considered DFSG-compliant—though the
debates on the topic continue. ⌘ 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.

@bender@twtxt.net @prologic@twtxt.net Jokes aside, I don’t think that’s the right approach either. We had spell checkers, since I can remember, as well as other tools, like the smart image select, used mostly to remove backgrounds. These are tools, that just simplify the process of either opening up a dictionary and looking up a word, you can’t remember the spelling of, or the process of placing a billion little dots around the part of an image you want to select - none of these are creative or enjoyable tasks, we already had tools for them, decades before AI. I don’t think we need to go back to cave paintings, to be free of AIs influence on our creative work.

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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 to err is human, to forgive is divine, right? I say let us err, and forgive. My grammatical errors make me me. Misspellings? Well, we need no stinky AI for that!

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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 Dustin’s last sentence on that post:

“This post was written entirely by a human, with no assistance from AI. (Other than spell- and grammar-checking.)”

Is it true that it was written “entirely by a human” then? Pfff.

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In-reply-to » Wanna read something very scary?

@thecanine@twtxt.net @movq@www.uninformativ.de 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.

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It’s Breathtaking How Fast AI Is Screwing Up the Education System
Lucas Ropek,    -  Gizmodo

_Stephan: As this report spells out, “Thanks to a new breed of chatbots, American stupidity is escalating at an advanced pace.” The reality is that young Americans are not going to be as well educated as their parents, grandparents, or great-grandparents. The Trump MAGAt Republican coup is destroying American leadership, stature in the world, and even the ability of Am … ⌘ Read more

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iOS 19 Will Let Developers Use Apple’s AI Models in Their Apps
Apple will make its artificial intelligence models available to developers to use in their apps, reports Bloomberg. The company plans to introduce a new software development kit (SDK) in iOS 19 that will make it easier for app creators to add AI features.

![](htt … ⌘ Read more

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Context7 MCP :實時文檔檢索讓代碼更精準,Cursor 開發效率翻倍!
痛點–不知道大家在編程時,有沒有遇到過 AI 大模型會胡編亂造一些庫來調用的情況。我是遇到過的,記得是 Copilot 剛出來的時候,國內的文心一言也很火,遇到問題,我就會問他,但是發現他寫的代碼都沒法運行,調的庫都是沒有的東西,幻覺很厲害。最近又遇到了這樣一個場景,讓 AI 助手幫我完成下面一個需求:開發一個 chrome 插件,幫我在閱讀文章時,進行總結。開發一個chrome插件,具有以下兩 ⌘ Read more

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Google Releases NotebookLM App for iOS and Android
Google has launched iOS and Android apps for NotebookLM, the company’s advanced AI-powered research and note-taking tool.

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Commenting on the launch in a blog post, Google said:

We’ve received a lot of great feedback from the millions of people using NotebookLM, our tool … ⌘ Read more

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To follow up what I said minutes ago, they don’t even want you to think of the initial idea, they want you to be a mindless organism, the AI algorithm analyses and tells what you should make, down to the script, so that you get the highest number of people possible to click it and see some AI generated advertisement, blended seemly into what’s no lonher even your work.
https://arstechnica.com/gadgets/2025/05/netflix-will-show-generative-ai-ads-midway-through-streams-in-2026/
https://youtu.be/dGA6sVaGveU

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In-reply-to » Wanna read something very scary?

@prologic@twtxt.net @movq@www.uninformativ.de I don’t even think the premise of this makes much sense. If an artist is convinced they cannot compete, with the “AI” learning models, we already have today, they must have some self esteem issues, strange opinion on what the purpose of art is, or just be someone mindlessly redrawing already established things and not be all that good at it.

It might be connected to some typically non-artists assumption, that the more time and effort the artwork took to accomplish, the more artistic it is - this can be further twisted in these peoples minds, into the “more pointless detail = more artistic art” meme. AI often ads pointless and illogical details everywhere, “so it’s obviously better, than the human artist, who drew the original”.

Some people just enjoy having the picture they wanted or having the status of an artist to brag about and don’t actually enjoy the artistic process of discovery and small decisions, made while drawing, that shape the outcome into something, only you could have created.

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It’s a $US450 billion industry, and Australia is in prime position to become a player
There is an accelerating need for nations such as the US to establish trusted supply chains for sensitive goods such as AI technology. Australia ticks many boxes. ⌘ Read more

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In-reply-to » Wanna read something very scary?

@prologic@twtxt.net That’s an interesting premise in that article:

The fun has been sucked out of the process of creation because nothing I make organically can compete with what AI already produces—or soon will.

This is like saying it’s pointless to make music yourself because some professional player/audio engineer does a better job. Really, there’s always someone or something that’s better than you at a particular job.

If we focus too much on “competition”, then yes, you can just stop doing anything. I don’t know how common this mindset is, especially among artists or creative people. 🤔 I would have assumed that many writers, for example, simply enjoy the process of writing. Am I being too naive once more? 🤣

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Ollama 多模態引擎重磅升級:本地也能實現 “圖文對話” 的 AI 體驗
在大模型的發展過程中,文本理解已經逐步成熟,而多模態能力——即 “看圖說話”、“圖文結合理解”、“圖像 OCR 翻譯” 等——正成爲新一輪的核心能力。就在昨天,Ollama 宣佈其新一代多模態推理引擎全面上線,支持一系列領先的視覺多模態模型,讓 “本地 AI 也能看圖說話” 真正落地。這次升級,Ollama 一口氣支持了多個重要模型,包括:• Meta 的 Llama 4 Scout • G ⌘ Read more

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Buying a TV these days, means trying to avoid endless enshitification:
-Spyware and adware
-Shitty AI upscaling/ frame interpolation
-HW that breaks after 2 - 3 years
-One off OS, dead on arrival
-Android OS, that starts lagging after the third update
-8 buttons worth of ads, on your remote

You probably have to make some kind of a compromise. I thought that was buying from some other brand like Hyundai, but that one also felt into some of those categories and just broke, after less than 3 years of use. At this point I’ll probably go back to LG and hope their HW is still reliable and the rest manageable… It has AI bullshit and knowing LG, probably some spyware you have to try your best to get rid of, can buy a remote with “only” 2 ads on it, some web-based OS shared between all their TVs, that usually gets 4 - 5 years worth of updates and works decently enough afterwards.

At this point, I’ll probably settle for anything that doesn’t literally fall apart, not even 3 years in, like the Hyundai did.

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Docker at Microsoft Build 2025: Where Secure Software Meets Intelligent Innovation
This year at Microsoft Build, Docker will blend developer experience, security, and AI innovation with our latest product announcements. Whether you attend in person at the Seattle Convention Center or tune in online, you’ll see how Docker is redefining the way teams build, secure, and scale modern applications. Docker’s Vision for Developers At Microsoft Build… ⌘ Read more

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Using AI to build a tactical shooter
This video demonstrates a nice mental model of how to structure AI assisted programming for building prototypes (planning stage and implementation stage), how to increase speed by varying the input (audio vs. text), along with different smaller tactics to improve the process.

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A2A 又是啥?和 MCP 的關係?個人理解和定義梳理
繼 Anthropic 推出 MCP 之後,Google 終於下場了,推出了新的 AI 協議:A2A。這東西到底是幹啥的?和 MCP 有啥區別?具體咋用?下面我們詳細道來。A2A 能幹啥?A2A,全程 agent2agent,顧名思義,就是 agent 和 agent 之間的交流溝通的範式,詳細地說它可以實現 agent 和 agent 之間溝通、協作、委派、信息同步的同能,並將這個工作作爲一個標 ⌘ Read more

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ALPHA-One Leverages RISC-V StarPro64 for Compact Local LLM Deployment
PINE64 has shared early details of the ALPHA-One, a compact generative AI agent powered by the RISC-V-based StarPro64 SBC. Priced at $329.99, the device is aimed at developers and testers, and comes preloaded with a 7 billion parameter LLM running in a Docker container. The ALPHA-One is built on the StarPro64 SBC, which features the […] ⌘ Read more

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SiFive and Kinara Partner to Launch USB-Based X280 RISC-V Vector Development Board
SiFive and Kinara have announced a new partnership to offer developers direct access to the SiFive Intelligence X280 RISC-V vector processor through a compact USB-based enablement board. The HiFive Xara X280 board, based on Kinara’s Ara-2 processor, is designed to allow early-stage evaluation and development of RISC-V vector software, particularly for AI and machine learning […\ … ⌘ Read more

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Which AI “arena” is the one we can actually trust?
I’m getting deeper and deeper into the AI space, and I’m discovering the different AI “arenas” and benchmarking. I have no idea what to trust or leverage to help me learn about the different models out there. Does the lobste.rs community have one that they go to by default? ⌘ Read more

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如何把 ASP-NET Core WebApi 打造成 Mcp Server
前言    MCP (Model Context Protocol) 即模型上下文協議目前不要太火爆了,關於它是什麼相信大家已經很熟悉了。目前主流的 AI 開發框架和 AI 工具都支持集成MCP,這也正是它的意義所在。畢竟作爲一個標準的協議,當然是更多的生態接入進來纔會有意義。使用 MCP 我們可以把Tools調用標準化,這意味着我們可以忽略語言、框架快速把工具融合到不同的模型中去。現在,如何把現 ⌘ Read more

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How to Increase VRAM Allocation on Apple Silicon Mac
Advanced Mac users may wish to manually increase the VRAM allocation on their Apple Silicon Mac for performance reasons when engaging in graphics intensive tasks like running LLMs locally, AI models, or any graphics heavy applications, whether for gaming or video editing. This is possible because Apple Silicon chips offer unified memory architecture, meaning the … [Read More](https://osxdaily.com/2025/05/07/how-to-increase-vram- … ⌘ Read more

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‘I don’t see how it doesn’t happen’: Apple eyes giant change to devices
Apple is “actively looking at” revamping the Safari web browser on its devices to focus on AI-powered search engines, a seismic shift for the industry hastened by the potential end of a longtime partnership with Google. ⌘ Read more

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9-9K Star AI 自動化瀏覽器 Stagehand 穩如「老司機」
Stagehand 是一個結合了 AI 代理、AI 工具和 Playwright 的瀏覽器自動化框架。 核心理念是:讓自動化任務既可控又智能。 與傳統工具不同,Stagehand 不僅僅依賴 AI 代理的 “黑箱操作”,而是通過與 Playwright 的深度結合,賦予開發者對瀏覽器會話的完全控制權。 這意味着,你可以輕鬆應對那些傳統工具難以解決的複雜場景,比如動態 DOM、UI ⌘ Read more

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Securing Model Context Protocol: Safer Agentic AI with Containers
Model Context Protocol (MCP) tools remain primarily in the hands of early adopters, but broader adoption is accelerating. Alongside this growth, MCP security concerns are becoming more urgent. By increasing agent autonomy, MCP tools introduce new risks related to misalignment between agent behavior and user expectations and uncontrolled execution. These systems also present a novel… ⌘ Read more

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GhidraMCP 搭建及核心源碼閱讀
前言–手動逆向太費勁了 想找個 AI 助手幫我逆向一下 逛 github 的時候看到了一個 GhidraMCP 於是打算拿來用用 所以本文記錄一下 GhidraMCP 搭建以及源碼解析什麼是 MCP——-MCP(Model Context Protocol,模型上下文協議)是一種開放協議,旨在實現 大型語言模型(LLM) 應用與外部數據源、工具和服務之間的無縫集成,類似於網絡中的 HTT ⌘ Read more

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圖解 AI 三大核心技術:RAG、大模型、智能體
大模型中的 Transformer 與混合專家(MoE)5 種大模型微調技術傳統 RAG 與 Agentic RAG 對比5 種經典的智能體設計模式5 大文本分塊策略智能體系統的 5 個等級傳統 RAG vs HyDERAG vs Graph RAGKV caching ⌘ Read more

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(Updated)Modular Cerebro Clusterboard Supports Raspberry Pi CM4/CM5, Jetson, and Radxa CM5
Cerebro is an upcoming clusterboard platform launching on Kickstarter, designed for AI, edge computing, and embedded development. It supports a range of compute modules including Raspberry Pi CM4 and CM5, NVIDIA Jetson, and Radxa CM5, providing a modular base for scalable systems. The board can host up to four compute nodes and includes an onboard, […] ⌘ Read more

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Introducing Docker MCP Catalog and Toolkit: The Simple and Secure Way to Power AI Agents with MCP Tools
Model Context Protocols (MCPs) are quickly becoming the standard for connecting AI agents to external tools, but the developer experience hasn’t caught up. Discovery is fragmented, setup is clunky, and security is too often bolted on last. Fixing this experience isn’t a solo mission—it will take an industry-wide effort. A secure, scalable, and trusted MCP… ⌘ Read more

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Announcing the Automated Governance Maturity Model
We are entering an era where Governance is increasingly important; with AI systems generating code and becoming a critical part of application’s runtime infrastructure, we can produce outputs at an increasingly rapid pace. Organizations and individuals… ⌘ Read more

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Trump Posts AI-Generated Image of Himself as Pope, Days After Joking He’d Like to Be the Next Pontiff
Rebecca Schneid,  Reporter  -  Time Magazine

_Stephan: When I tell you that Americans have voted into the office of the President an egomaniacal psychopath, here is some proof of that statement. Can you imagine John Kennedy, George Bush 41, Barack Obama or, in fact, any other president doing something like this? Neither can I … ⌘ Read more

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**Stop treating AGI' as the north-star goal of AI research** [Comments](https://lobste.rs/s/kfadjc/stop_treating_agi_as_north_star_goal_ai) ⌘ [Read more](https://arxiv.org/abs/2502.03689)

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So, the “AI” bots have reached my website. Looks like they’re just slowly crawling everything at the moment – no DDoS-like attack yet. I wonder if that has something to do with my website being 100% static HTML. There are no GET parameters they can tweak and, at the end of the day, there’s not that much data on my server anyway … And maybe they have no idea what stagit is, so it doesn’t trigger “standard behavior”, like “this is a Gitea instance, let’s crawl this like crazy!”?

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The AI-Powered DevOps revolution: Redefining developer collaboration
Collaboration is crucial to successful software delivery. Let’s dive into how AI can help your development teams decrease their time to delivery, and foster better communication and collaboration using GitHub Copilot.

The post [The AI-Powered DevOps revolution: Redefining developer collaboration](https://github.blog/ai-and-ml/github-copilot/the-ai-powered-devops-revolution-redefining-de … ⌘ Read more

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Google Rolling Out New AI Mode Tab for Search
Google today announced that it is starting to roll out a dedicated AI Mode tab for Google Search. A “small percentage” of people in the United States will start seeing the AI Mode option “in the coming weeks.”

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AI Mode is a feature that Google has been testing with its Labs feature. It is a dedicated search option like New … ⌘ Read more

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