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Don't bother parsing: Just use images for RAG

At Morphik, we build RAG tools to provide developers accurate search over complex documents. In this article, we explain why we operate over "images" of pages instead of doing OCR/ parsing. If you’ve ever tried to extract information from a complex PDF: one with charts, diagrams, and tables mixed with text, you know the pain. That invoice with a nested table showing quarterly breakdowns? The research paper whose intricate figures actually contain the key findings? The technical manual where the

A circle and a hyperbola living in one plot

We will see that the 3D plot of \(x^2 + (y + zi)^2 = 1\), where \(x\), \(y\), \(z\) are real and \(i\) is the imaginary unit, contains both a circle and a hyperbola. This visualization sheds light on the complex eigenvalues of real matrices. Let’s start by expanding the equation \(x^2+(y+zi)^2 = 1\) and separating it into real and imaginary parts. We get: \[\begin{align*} &\text{Real Part:} &x^2 + y^2 - z^2 &= 1, \\ &\text{Imaginary Part:} &yz &= 0. \end{align*}\] The condition \(yz=0\) split

Topics: align lambda mu real text

I avoid using LLMs as a publisher and writer

Now for my more detailed arguments. Reason 1: I don’t want to become cognitively lazy In a recent study by MIT researchers (Your Brain on ChatGPT: Accumulation of Cognitive Debt When Using an AI Assistant for Essay Writing Task) demonstrated using LLMs when writing essays reduces the originality of the resulting work. More notably, when measured using an EEG, LLMs also diminish brain connectivity compared to when participants were allowed to use only their brains or a search engine. People who

Making a StringBuffer in C, and questioning my sanity

I've been writing a lot of C. Whilst doing so I have been questioning my sanity. Am I an awful programmer? You know what, I think I might be. Kudos to all those devs that created monumental feats with C. Because it is not an easy tool to use. That said, I do enjoy writing C, just as long as I don't have a deadline or any business critical software to deliver. But when I say enjoy, I mean enjoyment in the sense of using a sycthe to cut a lawn, whilst my lawnmower watches on. It's lovely using th

Modular Interpreters and Visitors in Rust with Extensible Variants and CGP

Programming Extensible Data Types in Rust with CGP - Part 2: Modular Interpreters and Extensible Visitors Posted on 2025-07-09 Authored by Soares Chen Discuss on Reddit, GitHub or Discord. This is the second part of the blog series on Programming Extensible Data Types in Rust with CGP. You can read the first part here. As a recap, we have covered the new release of CGP v0.4.2 which now supports the use of extensible records and variants, allowing developers to write code that operates on an

I love anti-reflective displays, but an iPhone one is no big deal

A report yesterday suggested that the two iPhone 17 Pro models could get an anti-reflective display, after Apple’s suppliers managed to overcome production difficulties. I do love anti-reflective displays, and still have very fond memories of my all-time favorite Apple one from way back in 2004, but an iPhone one would have only moderate appeal to me … There was a time when all screens were matte. Then along came glossy screens, Apple and the rest of the tech industry fell in love with them, a

Beeper Relaunch Lets You Link Your Chat Apps Without the Cloud, but Still No iMessage

Beeper, which was once known for attempting to provide access to the iMessage network on non-Apple devices, is relaunching itself Wednesday with a continued focus on being a texting hub for bringing together conversations from many other services. This app first launched last year after the company was acquired by Automattic and was merged with the similar Texts.com service. The biggest difference with the new launch is that Beeper is adding the ability to link your chat apps together using jus

What's happening to reading?

What do you read, and why? A few decades ago, these weren’t urgent questions. Reading was an unremarkable activity, essentially unchanged since the advent of the modern publishing industry, in the nineteenth century. In a 2017 Shouts & Murmurs titled “Before the Internet,” the writer Emma Rathbone captured the spirit of reading as it used to be: “Before the Internet, you could laze around on a park bench in Chicago reading some Dean Koontz, and that would be a legit thing to do and no one would

What's Happening to Reading?

What do you read, and why? A few decades ago, these weren’t urgent questions. Reading was an unremarkable activity, essentially unchanged since the advent of the modern publishing industry, in the nineteenth century. In a 2017 Shouts & Murmurs titled “Before the Internet,” the writer Emma Rathbone captured the spirit of reading as it used to be: “Before the Internet, you could laze around on a park bench in Chicago reading some Dean Koontz, and that would be a legit thing to do and no one would

Apple researchers taught an AI model to reason about app interfaces

A new Apple-backed study, in collaboration with Aalto University in Finland, introduces ILuvUI: a vision-language model trained to understand mobile app interfaces from screenshots and from natural language conversations. Here’s what that means, and how they did it. ILuvUI: an AI that outperformed the model it was based on In the paper, ILuvUI: Instruction-tuned LangUage-Vision modeling of UIs from Machine Conversations, the team tackles a long-standing challenge in human-computer interaction,

"English Translators of Homer": A Review

“English Translators of Homer” by Simeon Underwood July 12, 2025 I must caveat the rest of my remarks by saying I believe the book I was looking for would be titled “English Translations of Homer” rather than “English Translators of Homer.” This book is a history of the translators, the choices they made in translation, and how they were influenced by previous translations and by the style and culture of their times. Whereas, what I was looking for would spend more time comparing the texts. Th

Governor of Texas Says He Can't Release His Emails With Elon Musk Because They Are "Intimate and Embarrassing"

Texas governor Greg Abbott is seemingly terrified of having his communications with billionaire Elon Musk come to light. As the Texas Tribune and public radio station the Texas Newsroom, report in an eye-opening, co-published investigation, the elected official's public information coordinator, Matthew Taylor, said that the communications are confidential — and should stay that way — because they include "information that is intimate and embarrassing and not of legitimate concern to the public,

Texas Governor Says ‘Intimate and Embarrassing’ Emails With Elon Musk Must Remain Secret

This story was originally published by ProPublica. ProPublica is a Pulitzer Prize-winning investigative newsroom. Sign up for The Big Story newsletter to receive stories like this one in your inbox. Texas Gov. Greg Abbott doesn’t want to reveal months of communications with Elon Musk or representatives from the tech mogul’s companies, arguing in part that they are of a private nature, not of public interest and potentially embarrassing. Musk had an eventful legislative session in Texas this y

Texas governor says his emails with Elon Musk are too ‘intimate or embarrassing’ to release

is a news writer who covers the streaming wars, consumer tech, crypto, social media, and much more. Previously, she was a writer and editor at MUO. Texas Governor Greg Abbott is refusing to release months’ worth of emails sent to Elon Musk and his companies under public records laws, according to a joint report from ProPublica, The Texas Newsroom, and The Texas Tribune. After initially agreeing to an information request, the governor’s office argued that the emails are covered by a law that pre

Here's How to Turn Off Some Annoying iPhone Texting Features

Texting is one of the easiest ways to stay in touch with friends and family, and if you can't find the right words to use in a text, you can always use an emoji. But you might find some texting features on iPhone to be downright annoying. Some of the biggest culprits include autocorrect and predictive texting. Autocorrect can cut down on the number of typos when you're typing, and predictive texting can make it easy to write a full message in a few quick taps. But when I use these features, mor

I Will Text You the Best Daily Deals for Free Every Day. Here's How to Join

Good news, fans of deals and discounts: I've spent the last decade crawling the internet for the best deals pretty much every day, and in that time I've learned a thing or 12 about finding deals that really save you money, including which discounts mean genuine savings and which reductions are just a lot of buzz without meaningful cost-cutting. That's why every day my team and I handpick daily deals for CNET's Deals texts to subscribers, delivering irresistible sales straight to your phone and h

Topics: cnet day deals ll text

Context Engineering Guide

What is Context Engineering? A few years ago, many, even top AI researchers, claimed that prompt engineering would be dead by now. Obviously, they were very wrong, and in fact, prompt engineering is now even more important than ever. It is so important that it is now being rebranded as context engineering. Yes, another fancy term to describe the important process of tuning the instructions and relevant context that an LLM needs to perform its tasks effectively. Much has been written already

Gboard could make it much easier to type and edit even without touching your phone (APK teardown)

Edgar Cervantes / Android Authority TL;DR Google reveals more clues about its improved voice typing feature in Gboard. While Gboard already allows using basic voice commands for editing text, the improved feature could use AI for smarter edits. This feature could be powered by Gemini Nano, allowing for quick, on-device editing with voice. As Google readies the upcoming Pixel 10 series of phones, we’re witnessing increasingly more signs hinting at contextual uses of AI across many of its apps

Exclusive: New Snapdragon wearables chip in the works, could supercharge Wear OS watch performance

C. Scott Brown / Android Authority TL;DR Qualcomm is working on a new wearable chip, the “SW6100”, also called “aspena” The processor is not based on any previous Qualcomm product, unlike its previous wearable chips The specs include 1x Arm Cortex-A78 + 4x Arm Cortex-A55, an LPDDR5X RAM controller, all built on a TSMC process node Wear OS smartwatches have been in a bit of a standstill lately. After releasing Snapdragon W5/+ Gen 1 in 2022, Qualcomm hasn’t given the platform any attention, wi

“It’s a heist”: Senator calls out Texas for trying to steal shuttle from Smithsonian

A political effort to remove space shuttle Discovery from the Smithsonian and place it on display in Texas encountered some pushback on Thursday, as a US senator questioned the expense of carrying out what he described as a theft. "This is not a transfer. It's a heist," said Sen. Dick Durbin (D-Ill.) during a budget markup hearing before the Senate Appropriations Committee. "A heist by Texas because they lost a competition 12 years ago." In April, Republican Sens. John Cornyn and Ted Cruz, bot

Wireless Emergency Alerts system was used for the Texas floods – but several problems

Authorities came under fire when it was suggested there were no warnings of the flash floods in Texas, which resulted in at least 120 lives being lost, with many more people still missing. In fact, the Wireless Emergency Alerts system was used to send multiple warnings, but a number of issues meant that many Texans didn’t receive them or act on them – and a new report suggests that’s a hard problem to fix … Texas flood tragedy CNN reports that 120 people are confirmed to have died, and that t

Cmdk – CD anywhere and open anything in your terminal

cmdk The ⌘-k "access anything" shortcut is awesome on Notion, Slack, etc. The terminal, by comparison, is a dinosaur: tons of repeated cd and ls and TAB just to get anywhere. This is ⌘-k for the terminal: access anything on your filesystem, from anywhere, with previews before you open: When you press enter... Directories get cd d to d to Text files get opened in vim Images and PDFs get opened in the Preview app .key files get opened in Keynote I'm extremely grateful to fzf; this project

Show HN: Petrichor – a free, open-source, offline music player for macOS

Petrichor An offline music player for macOS Summary ✨ Features Everything you'd expect from an offline music player! Map your music folders and browse your library in an organized view. Create playlists and manage the play queue interactively. Browse music using folder view when needed. Pin anything (almost!) to the sidebar for quick access to your favorite music. Navigate easily: right-click a track to go to its album, artist, year, etc. Native macOS integration with menubar and

A fast 3D collision detection algorithm

This article will assume some familiarity with narrow phase collision detection methods and associated geometric concepts such as the Minkowski sum. A few years ago I was watching Dirk’s great presentation, The Separating Axis Test between Convex Polyhedra (video, slides). Around the 18 minute mark (slide 29) he starts talking about overlaying Gauss maps of convex polyhedra to find the faces of their Minkowski difference. Figure 1: A gauss map for two convex hulls The upshot is that all faces

I Will Text You the Best Prime Day Deals Directly to Your Phone -- for Free

Good news, Prime Day deal hunters: I've spent the last decade crawling the internet for the best deals nearly every day, and in that time, I've learned a thing or 12 about Amazon sales and Prime Day deals, including which discounts are genuine savings and which reductions are just a lot of buzz without meaningful cost-cutting. That's why every day -- Prime Day or not -- I hand-pick daily CNET Deals texts to subscribers to deliver irresistible sales straight to your phone, helping you score must-

Topics: cnet day deals prime text

Context is a native macOS app that was almost entirely written by AI

Like many image and video AI tools, which have (mostly) stopped creating people with six fingers, AI coding tools have also been making great strides. Case in point: developer Indragie Karunaratne just shipped Context, a native macOS app that was 95% built by Anthropic’s Claude Code. Anthropic has been standing out in AI-assisted development For the better part of the last year, Anthropic has pulled away from the pack when it comes to how good its Claude models are at generating code (to be fa

OneText raises $4.5M from Y Combinator, Khosla to reinvent shopping by text

The typical online checkout experience has become bloated with friction. And while more companies are building solutions around online checkout, few are rethinking it from scratch. One such company is OneText, which is building what it calls a “text-to-buy network,” that lets shoppers complete purchases via text message. The company, founded by former PayPal employees, just closed a $4.5 million seed round backed by Khosla Ventures, Coatue, Citi Ventures, Y Combinator, Good Friends (the fund cr

US government seeks tool to find ‘hidden language’ in messages on your phone

The United States Customs and Border Protection (CBP) is seeking pitches from tech companies for a forensic tool intended to find “hidden language” in messages on smartphones searched at the border … The CPB says that it expects companies to propose modified versions of software they already have working, as there isn’t time to devise something from scratch. Wired spotted the request on a government procurement website. The agency said in a federal registry listing that the tools it’s seeking

Building a Mac app with Claude code

I recently shipped Context, a native macOS app for debugging MCP servers. The goal was to build a useful developer tool that feels at home on the platform, powered by Apple's SwiftUI framework. I've been building software for the Mac since 2008, but this time was different: Context was almost 100% built by Claude Code1. There is still skill and iteration involved in helping Claude build software, but of the 20,000 lines of code in this project, I estimate that I wrote less than 1,000 lines by ha

Meteorologists Say the National Weather Service Did Its Job in Texas

At least 27 people, including nine children, are dead in central Texas after flash floods struck suddenly on the morning of the Fourth of July holiday. After a storm in which a month’s worth of rain fell in some regions in just a few hours, officials say they rescued more than 850 people from the floods over Friday and Saturday. A number of people were still missing as of Saturday afternoon, including 27 young campers from a Christian girls’ camp on the banks of the Guadalupe River. Some local