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How GitHub gave every repository a durable owner

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💥 Check out this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: GitHub has over 14,000 repositories across our primary internal GitHub organization. As of early 2025, there were over 11,000 non-archived repositories, the vast majority of which with no clear owner. For repositories attached to production services, we have historically had robust durable ownership, but for repositories with no associated service, there was no reliable way to tell who the owner is. That gap became a recurring problem during our secret scanning remediation effort: while we could technically rotate a secret, doing so without knowing…

The New York Times says OpenAI hid evidence in ChatGPT copyright trial

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🔥 Discover this trending post from TechCrunch 📖 📂 **Category**: AI,Government & Policy,ChatGPT,copyright,copyright infringement,OpenAI 💡 **What You’ll Learn**: The New York Times and Daily News allege that OpenAI was lying about its ability to search customer chat history data and training datasets for their copyrighted works. It's the latest escalation in a two-year lawsuit against the AI company for allegedly violating copyright law by training its generative AI models on Times content and reproducing that journalism in user output. Throughout the case, OpenAI argued that it lacked the ability to search its training set. It also said that searching or…

Founding Engineer at Wildcard | Y Combinator

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💥 Explore this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: About Wildcard Wildcard is the agentic commerce optimization platform for ecommerce and retail brands. We help brands understand, improve, and monetize how their products show up across AI shopping agents. We’re building the mission control for agentic commerce: visibility (AEO & GEO), recommendations, execution, attribution, and automation in one platform. As shopping shifts from traditional search to AI agents, brands need to know where they appear, why competitors are winning, what to change, and whether those changes drive real business outcomes. We’re growing 50% month…

Charles Hudson shares common mistakes he’s seen after investing in over 500 startups

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💥 Explore this insightful post from TechCrunch 📖 📂 **Category**: Startups,Venture,Build Mode,charles hudson,precursor ventures ✅ **What You’ll Learn**: Charles Hudson has spent more than a decade investing in early-stage startups. As founder and managing partner of ⁠Precursor Ventures⁠, he has invested in hundreds of companies and witnessed massive market shifts that require founders to get creative and break out of the old fundraising playbook. In this week's episode of Build Mode, Startup Battlefield leader Isabel Johansen talks with Hudson about the headwinds facing early-stage founders today and the most common mistakes founders should avoid in order to get funding. Improve…

How to Start a Ruby Meetup

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✨ Check out this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: A practical guide for starting and sustaining a local Ruby meetup — from finding your first venue to keeping it going years later. ContentsWhy BotherStarting From ZeroYour FormatPromotionSpeakers & TalksMoney & SponsorsRunning the EventBuilding CultureKeeping It FunGrowing & Evolving Why Bother Ruby is more than a programming language - it’s a community. Meetups are what keep that community alive. An active meetup scene produces the people who later travel to conferences, give talks, and build open source. A local meetup is where a junior…

Meta enters the crowded AI programming fray with Muse Spark 1.1

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🔥 Check out this awesome post from TechCrunch 📖 📂 **Category**: AI,Anthropic,Mark Zuckerberg,Meta,muse spark,OpenAI ✅ **What You’ll Learn**: Meta publicly launched a new version of Muse Spark on Thursday, a multi-modal AI model designed for proxy coding that aims to compete with similar products offered by OpenAI and Anthropic. The company says Spark 1.1, the first version of which was announced in April, can engage in multi-step reasoning, handle complex processes, manage digital workflows, and deploy new features in enterprise systems. The Miata lags a bit behind its competitors here; Anthropic and OpenAI have offered similar models for some time.…

GLM 5.2 is (nearly) as accurate as a human book-keeper at less than 1% of the cost — Toot blog

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🚀 Check out this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: We evaluated the performance of GLM 5.2, an open weights AI model, on the task of quarterly value-added tax (VAT) return preparation for a small UK business. Preparing a VAT return is a typical compliance task for a small/medium-sized UK business (SME). VAT registered businesses in the UK must prepare the VAT return every quarter. For SMEs, VAT returns are typically prepared by an external accounting firm. A typical fee for this service is ~750–2,100 GBP/quarter (1,000–2,800 USD/quarter). The statutory requirement is to file…

Google will now reveal which ads are created using artificial intelligence

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✨ Explore this must-read post from TechCrunch 📖 📂 **Category**: AI,Commerce,Adtech,advertising 💡 **What You’ll Learn**: Google is rolling out a new feature aimed at helping people understand when the ad they're seeing was created using AI technology. AI makes it easier for businesses to create ads, place their brand products in different settings, and save money on real-world e-commerce photography. But it can also be misleading if consumers don't know that what they're looking at isn't an actual product image. Although Google prohibits misleading and deceptive ads, advertising can still leverage artificial intelligence to create some type of artificial or…

How should group chats work in decentralized systems?

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💥 Explore this trending post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: I’ve recently released the initial version of Kiyeovo - a decentralized P2P messenger desktop app. I cannot emphasize how much time went into thinking about group chats. Each model that I came up with had a major flaw, and this was really where the “no server” aspect started to hurt. I realized that there is no “best” way to do this, and that I must choose some tradeoffs in order to keep the app fully decentralized. Why a server makes groups easy With a central…

Meta’s new AI chips will begin production in September

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✨ Explore this insightful post from TechCrunch 📖 📂 **Category**: AI,Hardware,AI chips,ai infrastructure,GPUS,Meta,semiconductors ✅ **What You’ll Learn**: In an effort to cut its GPU costs amid an unprecedented component shortage, Meta is on track to start manufacturing the latest versions of its artificial intelligence chip in September, Reuters reported, citing an internal memo. At least one chip passed the testing phase in about six weeks, the memo said. Meta is working with Broadcom to design the chips, but will use Taiwan's TSMC to manufacture them. It is also buying RAM from Samsung, storage from SanDisk, and fiber-optic equipment from Sumitomo…