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MiniMax M2.5: 更快更强更智能，为真实世界生产力而生 – MiniMax News

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🔥 Discover this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Today we're introducing our latest model, MiniMax-M2.5.Extensively trained with reinforcement learning in hundreds of thousands of complex real-world environments, M2.5 is SOTA in coding, agentic tool use and search, office work, and a range of other economically valuable tasks, boasting scores of 80.2% in SWE-Bench Verified, 51.3% in Multi-SWE-Bench, and 76.3% in BrowseComp (with context management).Trained to reason efficiently and decompose tasks optimally, M2.5 exhibits tremendous speed in performing complicated agentic tasks, completing the SWE-Bench Verified evaluation 37% faster than M2.1, matching the speed of…

a brief history of barbed wire fence telephone networks – loriemerson

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💥 Discover this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: If you look at the table of contents for my book, Other Networks: A Radical Technology Sourcebook, you’ll see that entries on networks before/outside the internet are arranged first by underlying infrastructure and then chronologically. You’ll also notice that within the section on wired networks, there are two sub-sections: one for electrical wire and another for barbed wire. Even though the barbed wire section is quite short, it was one of the most fascinating to research and write about – mostly because the history of…

Major European Payment Processor Can’t Send RFC-Compliant Email

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💥 Read this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: TL;DR: Viva.com, one of Europe's largest payment processors, sends verification emails without a Message-ID header — a basic requirement of RFC 5322 since 2008. Google Workspace rejects them outright. Their support team's response to my detailed bug report: "your account has a verified email, so there's no problem."A few days ago, I tried to create an account on viva.com, one of Europe's largest payment processors. It should have taken five minutes. Instead, it turned into a small investigation — and left me with some bigger…

I Improved 15 LLMs at Coding in One Afternoon. Only the Harness Changed.

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🔥 Explore this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: In fact only the edit tool changed. That’s it.0x0: The Wrong QuestionThe conversation right now is almost entirely about which model is best at coding, GPT-5.3 or Opus. Gemini vs whatever dropped this week. This framing is increasingly misleading because it treats the model as the only variable that matters, when in reality one of the bottlenecks is something much more mundane: the harness.Not only is it where you capture the first impression of the user (is it uncontrollably scrolling, or smooth as butter?), it…

The “Crown of Nobles” Noble Gas Tube Display – The Shamblog

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💥 Explore this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: In my day job I work with ion thrusters for spacecraft, which are essentially electric-powered rockets that fling Xenon gas out at super high speeds to provide thrust and allow satellites to change their orbit. Xenon is a rare element way up on the periodic table, and it’s great for in-space propulsion because it’s fairly heavy (so you get more ooomph per atom) and it’s a noble gas that won’t chemically react with any of your plumbing or delicate engine parts. It is in fact…

[PERF] Replace np.column_stack with np.vstack().T by crabby-rathbun · Pull Request #31132 · matplotlib/matplotlib · GitHub

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✨ Explore this trending post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Add this suggestion to a batch that can be applied as a single commit. This suggestion is invalid because no changes were made to the code. Suggestions cannot be applied while the pull request is closed. Suggestions cannot be applied while viewing a subset of changes. Only one suggestion per line can be applied in a batch. Add this suggestion to a batch that can be applied as a single commit. Applying suggestions on deleted lines is not supported. You must change the existing code…

Stela C | Azimuth

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🔥 Read this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: One bad thing about archeologists is that some of the successful ones get a big head. People used to think the Olmecs, who made these colossal stone heads, were contemporary with the Mayans. But in 1939, an archaeologist couple, Marion and Matthew Stirling, found the bottom half of an Olmec stone that had part of a date carved on it! It’s called Stela C: The Stirlings guessed the date was 7.16.6.16.18. In the Meso-American Long Count calendar this corresponds to September 3, 32 BC. That…

From specification to stress test: a weekend with Claude

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🚀 Discover this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Over a weekend, between board games and time with my kids, Claude and I built a distributed system with Byzantine fault tolerance, strong consistency and crash recovery under arbitrary failures. I described the behaviour I wanted in Allium, worked through the bugs conversationally and didn't write a line of implementation code. Here is the prompt that produced the first 4,749 lines of Kotlin and 103 passing unit tests in 50 minutes: > Review the specs in the specs/ directory and implement the system they describe.…

65 lines of Markdown – a Claude Code sensation

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✨ Discover this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: 65 lines of Markdown - a Claude Code sensation published on 2026-02-12 · tagged with #ai, #code and #cursor Yesterday my employer organized an AI workshop. My company works a lot with AI supported code editing; using Cursor and VS Code, GitHub Copilot. Plus we do custom stuff using AWS Bedrock, agents using Strands and so on, all the stuff everyone is working with nowadays. Our facilitator explained how custom rules files can be so very helpful for AI tooling. He linked to this extension…

Home – D Programming Language

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✨ Read this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: D is a general-purpose programming language with static typing, systems-level access, and C-like syntax. With the D Programming Language, write fast, read fast, and run fast. Fast code, fast. your code here Got a brief example illustrating D? Submit your code to the digitalmars.D forum specifying "[your code here]" in the subject. Upon approval it will be showcased here on a random schedule. Support the D language D is made possible through the hard work and dedication of many volunteers, with the coordination and outreach…