TurboQuant: A First-Principles Walkthrough

๐Ÿ”ฅ Discover this trending post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: โœ… **What Youโ€™ll Learn**: TurboQuant: A First-Principles Walkthrough Modern language models store large tables of high-dimensional vectors: KV caches, embeddings, attention keys. TurboQuant compresses each coordinate of these vectors to 2โ€“4 bits with provably near-optimal distortion, no memory overhead for scale factors, and no training or calibration. This page explains how it works. The single load-bearing idea: in high dimensions, a random rotation turns every input vector into one whose coordinates follow a known fixed distribution. A codebook designed once for that distribution can then be reused for every…
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Lume Cube Edge Light Go (2026) review: Versatile and portable

Lume Cube Edge Light Go (2026) review: Versatile and portable

โœจ Explore this awesome post from WIRED ๐Ÿ“– ๐Ÿ“‚ **Category**: Gear,Gear / Reviews,Gear / Products / Home Office,A Light Light โœ… **What Youโ€™ll Learn**: The lamp base has two sliding buttons. One switch adjusts the warmth, from cool white to red light. One adjusts the intensity, from ultra-bright to no-glow. Hard clicks on each button skip ahead, while pressing the toggle down to one side or the other adjusts the light settings ever so slowly โ€“ slowly enough that I sometimes wonder at first if that's even happening.The maximum brightness is 1000 lumens, which is the approximate intensity of a…
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evanklem/evanflow: A TDD-driven iterative feedback loop for software development. 16 cohesive Claude Code skills walk an idea from brainstorm โ†’ plan โ†’ execute โ†’ tdd โ†’ iterate, with checkpoints throughout. ยท GitHub

evanklem/evanflow: A TDD-driven iterative feedback loop for software development. 16 cohesive Claude Code skills walk an idea from brainstorm โ†’ plan โ†’ execute โ†’ tdd โ†’ iterate, with checkpoints throughout. ยท GitHub

๐Ÿ”ฅ Explore this must-read post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ’ก **What Youโ€™ll Learn**: A TDD-driven iterative feedback loop for software development with Claude Code. 16 cohesive skills + 2 custom subagents walk an idea from brainstorm through implementation, with checkpoints throughout where you stay in control. One entry point: say "let's evanflow this" and the orchestrator runs the loop. brainstorm โ†’ plan โ†’ execute (sequential or parallel) โ†’ tdd โ†’ iterate โ†’ STOP The loop is conductor, not autopilot: real checkpoints at design approval, plan approval, and after iteration. The agent stops short of every git operation and…
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At ‘AI Coachella’, Stanford students line up to learn from Silicon Valley royalty

At ‘AI Coachella’, Stanford students line up to learn from Silicon Valley royalty

๐Ÿ’ฅ Read this awesome post from WIRED ๐Ÿ“– ๐Ÿ“‚ **Category**: Business,Business / Artificial Intelligence,Model Behavior โœ… **What Youโ€™ll Learn**: As thousands Influencers flocked to Southern California earlier this month for the annual Coachella music festival, a Silicon Valley special dubbed โ€œAI Coachellaโ€ that was taking shape a few hundred miles north in Palo Alto. The class, CS 153, is one of Stanford's busiest offerings this semester, and like the music festival, it features a star-studded lineup of celebrities โ€” in this case, not pop artists, but CEOs of major tech companies.The course is co-taught by Anjney Midha, former general partner…
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Free Native macOS Code Editor

Free Native macOS Code Editor

๐Ÿ”ฅ Explore this awesome post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ’ก **What Youโ€™ll Learn**: Frequently Asked Questions Is Notepad++ available for Mac? Yes. Notepad++ is now natively available for macOS as a free download. It runs on both Apple Silicon (M1, M2, M3, M4, M5) and Intel Macs without any emulation or compatibility layers. Do I need Wine or Porting Kit to run Notepad++ on Mac? No. Notepad++ for macOS is a full native port of the original Windows codebase. It does not require Wine, Porting Kit, CrossOver, or any other compatibility layer. It runs as a native macOS…
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Apple’s next chapter, SpaceX and Cursor make a deal, and Palantir’s controversial statement

Apple’s next chapter, SpaceX and Cursor make a deal, and Palantir’s controversial statement

๐Ÿš€ Check out this trending post from WIRED ๐Ÿ“– ๐Ÿ“‚ **Category**: Business,Business / Big Tech,Uncanny Valley ๐Ÿ“Œ **What Youโ€™ll Learn**: Brian Barrett: As far as things going, that deal won't happen until later this year. It was recently reported that this part makes the most sense to me that SpaceX is gearing up for an IPO. They're getting close to that, and they didn't want to close this deal because it would delay the IPO. So there's kind of an arrangement of things, like, "We need to get the word out before we try to close a $60 billion deal,"…
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The Prompt API ย |ย  AI on Chrome ย |ย  Chrome for Developers

The Prompt API ย |ย  AI on Chrome ย |ย  Chrome for Developers

๐Ÿš€ Read this trending post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ“Œ **What Youโ€™ll Learn**: Published: May 20, 2025, Last updated: September 21, 2025 With the Prompt API, you can send natural language requests to Gemini Nano in the browser. There are many ways you can use the Prompt API. For example, you could build: AI-powered search: Answer questions based on the content of a web page. Personalized news feeds: Build a feed that dynamically classifies articles with categories and allow for users to filter for that content. Custom content filters. Analyze news articles and automatically blur or hide content…
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Truecaller faces increasing pressure as its growth matures

Truecaller faces increasing pressure as its growth matures

๐Ÿ’ฅ Discover this insightful post from TechCrunch ๐Ÿ“– ๐Ÿ“‚ **Category**: Apps,caller id,Truecaller ๐Ÿ’ก **What Youโ€™ll Learn**: Truecaller is one of the most widely used caller ID platforms in the world, with over 500 million users. It is now entering a more challenging phase as growth slows in its largest markets and competition intensifies across telecom networks and smartphone platforms. Most of Truecaller's growth has been driven by India, which has more than 350 million users, or about 70% of its global base. The volume of spam and unwanted calls has transformed the app from a simple caller ID service into…
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drio/unixmagic: Capturing all the details of the classic Usenix Unix poster. ยท GitHub

drio/unixmagic: Capturing all the details of the classic Usenix Unix poster. ยท GitHub

โœจ Discover this must-read post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ“Œ **What Youโ€™ll Learn**: [Live site] A pipeline that builds a website that maps and documents all the references found in the classic Usenix Unix Magic poster. The goal is to create a structured way to explore, annotate, and understand the various elements of the poster, making it a valuable reference for Unix enthusiasts. The UNIX Magic poster was created by Gary Overacre and published by UniTech Software, Inc. in the 1980s. ๐Ÿ”— You can find the latest build of this pipeline here. ๐Ÿ“‹ Marker list issue. Contributions welcome!…
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Rednote draws a line between China and the world

Rednote draws a line between China and the world

๐Ÿ”ฅ Explore this awesome post from WIRED ๐Ÿ“– ๐Ÿ“‚ **Category**: Business,Made in China โœ… **What Youโ€™ll Learn**: Some Rednote users reported that their accounts were automatically switched from the Chinese version to the international version of the site recently. One US user, who requested to remain anonymous to avoid being penalized by the platform, shared a screenshot with WIRED showing that when he logged into the platform in April, a banner appeared saying "Your account is a rednote account. We have automatically redirected you to rednote.com."The user says he registered his account with a Chinese phone number years ago, but…
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