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Historic paintings are being reborn with MIT's AI-based restoration method

TL;DR: A new chapter in art conservation is unfolding at the Massachusetts Institute of Technology, where mechanical engineering graduate student Alex Kachkine has developed a technique that could dramatically change how damaged paintings are restored. For centuries, art restoration has been a painstaking, manual craft, with conservators spending months or even years meticulously retouching faded or cracked works, often matching colors by hand for thousands of tiny regions. Now, artificial intel

Why you should always put your phone face down on a table (hint: it's not just about being polite)

Sabrina Ortiz/ZDNET A friend of mine recently told me, "I always keep my phone on silent mode… which doesn't matter because I compulsively look at it every three minutes anyway." He's not the only one. From becoming a text addict to having full-blown smartphone dependency, the urge to look at and interact with our "flat things" has been deeply ingrained into our collective behavior for some time now. Also: Best early Prime Day deals 2025: 30+ sales on tech products live now Monitoring your p

How Prehistoric Mammoth Tusks Could Help Bust Modern-Day Ivory Smugglers

Selling elephant ivory—a hard white material from elephant tusks, for which elephants are often killed—is illegal. Selling ivory collected from the remains of extinct Mammoths, however, is—somehow—not. Because the two are hard to tell apart, illegal traders are slipping under the radar by mixing elephant ivory with legally traded mammoth ivory. A new forensic tool, however, might soon put an end to this nefarious trick. Wildlife forensic scientists in China suggest that authorities can differen

Apple looked at Mira Murati’s AI startup after OpenAI exit, and it won’t stop there

Following a report last week about Apple holding internal talks over a potential Perplexity acquisition, Mark Gurman’s latest Power On newsletter revealed that Apple also explored a possible deal with another notable name in the AI space: Mira Murati. Here’s what went down. Murati, best known as OpenAI’s former Chief Technology Officer, left the company last year following the boardroom chaos that briefly saw CEO Sam Altman ousted. In fact, as detailed in the book “The Optimist: Sam Altman, Op

150 Million Americans Under Life-Threatening Heat Dome This Week

More than 150 million Americans from Texas to Maine are under extreme heat advisories as dangerously high temperatures bake the nation. Meteorologists warn that this heat dome could expand to affect an additional 20 million people by mid-week. In more than three dozen states from the Plains to New England, daytime temperatures could reach and exceed 100 degrees Fahrenheit (38 degrees Celsius) through at least Tuesday, AccuWeather reports. In an advisory issued Monday, June 23, the National Weat

Goldman Sachs Makes a Huge AI Bet

Goldman Sachs has just launched its generative AI assistant across the entire firm, making it available to all employees in what the bank calls a major milestone in its technology strategy. The move follows more than a year of internal development and testing that involved over 10,000 employees piloting the tool. The GS AI Assistant is a conversational AI interface that allows employees to safely interact with large language models like GPT and Gemini, firewalled within Goldman’s own secure com

Mortgage Rate Predictions: Is This Week the Calm Before the Storm?

Tharon Green/CNET Though the housing market is never immune to political and economic volatility, mortgage rates have been eerily calm. Over the last month, the average rate for a 30-year fixed mortgage has moved in a narrow range between 6.8% and 7%. An escalating war in the Middle East could spark fresh volatility across global markets, significantly affecting oil prices and the US dollar. That would have a ripple effect on long-term Treasury yields and mortgage rates. Mortgage rates had be

Interesting Bits of Postgres Grammar

I’ve been working on Squawk for a while, it’s a linter for PostgreSQL, and it now uses a handmade parser. So let’s explore some interesting bits from the Postgres grammar. Custom Operators Very few operators are defined in the grammar itself and lots of Postgres features rely on custom operators. For example, Postgres uses <-> for comparing geometric types, along with a whole host of others: ## , @-@ , # , @> , <@> , &< , &> , |>> , |<< , <^ , >^ , ?- , ?| , ?|| , ~= . Note: custom operator

Launch HN: Reducto Studio (YC W24) – Build accurate document pipelines, fast

Hi HN! We’re Adit and Raunak, co-founders of Reducto (YC W24, https://reducto.ai ). Reducto turns unstructured documents (e.g., PDFs, scans, spreadsheets) into structured data. This data can then be used for retrieval, passed into LLMs, or used elsewhere downstream. We started Reducto when we realized that so many of today’s AI applications require good quality data. Everyone knows that good inputs lead to better outputs, but 80% of the world’s data is still trapped inside of things like messy

AllSpice’s platform is the GitHub for electrical engineering teams

There is no shortage of workflow collaboration tools — like Slack or Google Docs, in addition to industry-specific ones like GitHub — for software developers. A startup called AllSpice successfully bet that electrical hardware engineering teams need their own collaboration platform, too. AllSpice’s platform sits between existing workflow software. It allows hardware teams to collaborate on the types of documents they traditionally work in — documents that don’t easily translate over Slack and e

Software 3.0 is powered by LLMs, prompts, and vibe coding - what you need know

dan/Getty Are large language models (LLMs) our new operating systems? If so, they are changing the definition of what we consider to be software. Also: 8 ways to write better ChatGPT prompts - and get the results you want faster Several analogies are used to describe the impact of fast-evolving AI technologies, such as utilities, time-sharing systems, and operating systems. Andrej Karpathy, co-founder of OpenAI and former senior director of AI at Tesla, believes that an operating system is th

Hot Summer Savings Move: Open a CD While Interest Rates Are High

Smart savers know that CDs can pay big. Kristina Kokhanova/Getty Images My savings account has been sorely disappointing me lately. No matter how many times I check my balance, it feels like opening the fridge for the fifth time, hoping something new will appear. Fortunately, the solution is simple: I just need to shop around. With the Federal Reserve holding interest rates steady at this week's meeting, annual percentage yields on certificates of deposit should remain high for a while. That m

Topics: cd cds high rates savings

Verlet Integration and Cloth Physics Simulation (2022)

Physics simulation in games (or simply game physics) is a vast topic, and in this post we'll cover only a tiny part of it; yet certainly an interesting one! Let's understand what Verlet integration is by implementing a simple 2D cloth simulation with C++. Physics in games is always fun, isn't it? Have you ever ditched the main quest of a level just to blow something up? I know I have. But even more fun than watching objects bounce around the screen is to understand how we can use simple concep

Low-Temperature Additive Manufacturing of Glass

Researchers used the low-temperature additive manufacturing process to build the glass cups above. The optical behavior of the printed cups can be tailored by altering the chemical components of the inks. Additive manufacturing (3D printing) holds promise for fabricating complex glass structures that would be unattainable with traditional glass manufacturing techniques. Lincoln Laboratory’s innovative approach allows additive manufacturing of multimaterial glass items without the need for costl

Scientists Just Found Something Unbelievably Grim About Pollution Generated by AI

Tech companies are hellbent on pushing out ever more advanced artificial intelligence models — but there appears to be a grim cost to that progress. In a new study in the science journal Frontiers in Communication, German researchers found that large language models (LLM) that provide more accurate answers use exponentially more energy — and hence produce more carbon — than their simpler and lower-performing peers. In other words, the findings are a grim sign of things to come for the environme

Cosmoe: BeOS Class Library on Top of Wayland

The current iteration of Cosmoe is a shared library which implements the BeOS class library on top of Wayland. There are no supporting programs, e.g. app_server or registrar, needed to use it. All the necessary functionality is rolled into the library. Apps linked with the library run natively on Linux via Wayland. The previous iteration of Cosmoe (now known as "Cosmoe Classic") is a full port of the Haiku OS to the Linux kernel. It runs inside an SDL window on Linux. It would be possible to de

Mira Murati’s Thinking Machines Lab closes on $2B at $10B valuation

In Brief Thinking Machines Lab, the secretive AI startup founded by OpenAI’s former chief technology officer Mira Murati, has closed a $2 billion seed round, according to The Financial Times. The deal values the six-month-old startup at $10 billion. The company’s work remains unclear. The startup has leveraged Murati’s reputation and other high-profile AI researchers who have joined the team to attract investors in what could be the largest seed round in history. According to sources familiar

HomeKit Weekly: Aqara’s W100 Climate Sensor brings precision monitoring and smart control to your HomeKit setup

Last night, I had forgotten to take my upstairs Nest off Eco mode, and I was shocked to see the difference in one of my son’s rooms based on my Nest Temperature Sensor. In my dream world, I’d have a variable system that could heat and cool rooms independently, but nevertheless, I didn’t buy bitcoin when it was $1, so I cannot afford that. With that being said, I do like having the knowledge of what’s happening in individual rooms and having that data in HomeKit. The new Aqara W100 Climate Sensor

Ask HN: How can we keep (part of) the web human?

Any ideas for how we can keep the web (or at least part of it) human? It feels like every time I do a web search, more and more of the results are AI generated nonsense. I'm worried that it's going to become much more difficult to find the human-generated content. How can we keep a part of the web human? Any ideas? (I'm not keen on Sam Altman’s eyeball-scanning Orb being the "solution.")

The Kiwi Ears Étude deliver tactile bass with vibration-powered IEM tech

Paul Jones / Android Authority TL;DR The Kiwi Ears Étude in-ear monitor (IEM) introduces Kiwi Vibration Transducer (KVT) tech for tactile low-end immersion. The IEMs combine 10mm beryllium-plated dynamic drivers with three balanced armatures. The Étude are on sale now for $119 at Amazon, Linsoul, and other retailers. Kiwi Ears recently unveiled the Étude, a pair of high-end in-ear monitors (IEMs) that the brand promises can deliver exceptional bass response via the brand’s all-new Kiwi Vibra

MIT student prints AI polymer masks to restore paintings in hours

MIT graduate student Alex Kachkine once spent nine months meticulously restoring a damaged baroque Italian painting, which left him plenty of time to wonder if technology could speed things up. Last week, MIT News announced his solution: a technique that uses AI-generated polymer films to physically restore damaged paintings in hours rather than months. The research appears in Nature. Kachkine's method works by printing a transparent "mask" containing thousands of precisely color-matched region

Literate programming tool for any language

Literate What is Literate programming? Literate programming is a style of programming invented by Donald Knuth, where the main idea is that a program's source code is made primarily to be read and understood by other people, and secondarily to be executed by the computer. This frees the programmer from the structure of a program imposed by the computer and means that the programmer can develop programs in the order of the flow of their thoughts. A Literate program generally consists of expla

Trump EPA May Undo Ban on Cancer-Causing Asbestos

In 2024, the Biden administration issued a ban on the last type of asbestos still used in the United States due to its links to cancer. The Trump administration isn’t so sure that we need to protect people from such things. Earlier this week, the New York Times reported that Trump’s Environmental Protection Agency will delay the ban on the material and reconsider the rule entirely. Because, hey, when has a little cancer ever hurt anyone? The material at the core of this back-and-forth policymak

Midjourney adds AI video generation

AI company Midjourney has released its first video model. This initial take on AI-generated video will allow users to animate their images, either ones made in Midjourney or uploaded from a different source. The initial results will be five-second clips that a user can opt to extend by four seconds up to four times. Videos can be generated on web only for now and require at least a $10 a month subscription to access. Introducing our V1 Video Model. It's fun, easy, and beautiful. Available at 10

Neural Texture Compression demo shows it can do wonders for VRAM usage

Serving tech enthusiasts for over 25 years.TechSpot means tech analysis and advice you can trust In context: Modern game engines can put severe strain on today's hardware. However, Nvidia's business decisions have left many GPUs with less VRAM than they should. Fortunately, improved texture compression in games helps make the most of what's available. Neural Texture Compression (NTC) is a new technique that improves texture quality while reducing VRAM usage. It relies on a specialized neural n

Ryuk ransomware’s initial access expert extradited to the U.S.

A member of the notorious Ryuk ransomware operation who specialized in gaining initial access to corporate networks has been extradited to the United States. The suspect is a 33-year-old foreign man who was arrested in April 2025 in his home in Kyiv at the request of the FBI. He was extradited to the United States yesterday, June 18. In 2023, the Ukrainian cyber police, the National Police, and international law enforcement partners began investigating a ransomware operation whose members carr

Guess I'm a Rationalist Now

A week ago I attended LessOnline, a rationalist blogging conference featuring many people I’ve known for years—Scott Alexander, Eliezer Yudkowsky, Zvi Mowshowitz, Sarah Constantin, Carl Feynman—as well as people I’ve known only online and was delighted to meet in person, like Joe Carlsmith and Jacob Falkovich and Daniel Reeves. The conference was at Lighthaven, a bewildering maze of passageways, meeting-rooms, sleeping quarters, gardens, and vines off Telegraph Avenue in Berkeley, which has rece

ChatGPT will analyze Gmail emails, manage schedule on Google Calendar

ChatGPT appears to be testing support for Gmail and Google Calendar integration. This will allow users to summarise emails and create events. ChatGPT already supports Gmail integration, but it's tied to Deep Research. Right now, you can use information from Gmail in your Deep Research reports, but it's not possible to pull up emails from Gmail and summarise them. As spotted by Tibor on X, ChatGPT is now actively testing support for integrating Gmail and Calendar, so you can stay "organized."

Christopher Eccleston’s ‘Doctor Who’ Regeneration Remains One of the Show’s Best

Twenty years ago this week, the first season of the revived era of Doctor Who came to an end with “The Parting of the Ways,” as did the tenure of Christopher Eccleston’s Ninth Doctor. Ready to sacrifice it all to stop the Daleks, the Ninth Doctor’s final moments remain a vital moment in Doctor Who history. It was the first time in decades since Doctor Who had asked its audience to trust in the magic of the series’ defining trick to survival and re-invention: the magic of regeneration itself. Ec