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Show HN: Refine – A Local Alternative to Grammarly

news.ycombinator.com Unknown 2026-01-29 12:12:18

Is my data truly private? Yes, absolutely. Your documents, text, and writing never leave your Mac. We don't collect, store, or transmit any of your personal content. All processing happens locally using offline large language models (LLMs) that run directly on your machine. What apps does it work with? Works with most macOS apps including Mail, Messages, Safari, Chrome, Pages, Word, Slack, Notion, and many more. What about system requirements? Requires macOS 14.0 or later. Works with both Appl

Topics: apps free macos trial using
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The human harbor: Navigating identity and meaning in the AI age

venturebeat.com Gary Grossman 2026-01-29 08:35:00

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Image generated by ChatGPT. We are living through a time when AI is reshaping how we work but also how we think, perceive and assign meaning. This phase is not just about smarter tools or faster work. AI is beginning to reshape how we define value, purpose and identity itself. The future is not just unpredictable in terms of unknowable eve

Topics: ai harbor human just meaning
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Summer Games Done Quick 2025 raises $2.4 million for Doctors Without Borders

engadget.com Unknown 2026-01-29 05:23:15

Another weeklong round-the-clock spree of speedrunning video games has come to a close, with Summer Games Done Quick raising $2,436,614 for Doctors Without Borders. Held in Minneapolis, the event saw 37,776 donations, with the highest contribution being a solo $61,200 donation. This year, 2,600 in-person attendees got to experience a hectic relay race pitting two teams of four against each other to complete a Super Mario Maker 2 level and a full playthrough of Donkey Kong Jungle Beat in less th

Topics: crowd event games gamesdonequick speedrunning
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How to scale RL to 10^26 FLOPs

news.ycombinator.com Jack Morris 2026-01-25 17:47:34

TLDR: Reinforcement learning (RL) is the next training technique for building frontier-level AI models. To make it better, we need to train on more data. The current approach of scaling many environments simultaneously is messy and complicated. Instead, I propose we find a way to do next-token prediction on the Web using RL. This way, we learn to reason from general web data, instead of just math and code. I’ve spent a good part of the past year in denial. I was in denial because when OpenAI r

Topics: model models reasoning rl training
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Bethesda Wants to Meet ‘Fallout’ Hype With Show Tie-Ins and New Games

gizmodo.com Justin Carter 2026-01-29 06:45:57

If you’re a fan of Prime Video’s Fallout show and the games it’s based on, it sounds like Bethesda’s getting ready to capitalize on its current and future success. Talking to Variety, Fallout 76 creative director Jon Rush teased that game’s team and the creative forces behind the series have discussed “lining things up with the seasonal releases of the show.” The implication is some in-game tie-ins to the show, maybe skins for the key characters or an in-game event reminiscent of certain episod

Topics: 76 fallout game getting projects
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How to Watch Chelsea vs. PSG From Anywhere Free: Stream FIFA Club World Cup Final Soccer

cnet.com See Full Bio 2026-01-29 03:00:07

The inaugural 32-team FIFA Club World Cup comes to its conclusion on Sunday, as 2021 winner Chelsea takes on current UEFA Champions League holder Paris Saint-Germain in a showpiece finale in New Jersey. Below, we'll outline the best live TV streaming services to watch every match of the tournament as it happens, wherever you are in the world. We'll also explain how to use a VPN if the match isn't available where you are, along with a full match list. PSG comes into the game as the favorite, ha

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China Working On Levitating Train That Could Get You From New York to Chicago in Two Hours

futurism.com Unknown 2026-01-29 04:45:41

As the United States struggles to keep its major cities connected by even the most barebones rail systems, China is screaming into the future with the development of a levitating bullet train. Called "maglev," short for "magnetic levitation," the train system is designed to levitate via magnets as opposed to wheels. Maglev systems can reach higher speeds much more efficiently than their wheeled counterparts, though the infrastructure needed to run them is incredibly expensive. While there are

Topics: maglev operating speed train world
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5 features I don’t care about when buying a new phone

androidauthority.com Unknown 2026-01-29 06:44:09

C. Scott Brown / Android Authority When it comes to buying a new smartphone, it’s easy to get caught up in all the hype. Manufacturers constantly push the latest and greatest features, leading many of us to buy more phone than we actually need. When I’m in the market for a new phone, I always try to narrow down my options as much as possible. I do that by making a list of not only the features I want in my next smartphone but also those I don’t care about. This approach helps me cut through th

Topics: charging don features phone wireless
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It's the last day to get two months of Paramount+ access for only $2

engadget.com Unknown 2026-01-29 03:00:35

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . This is just in time for the new season of Star Trek: Strange New Worlds. Another hot streaming deal is here to match the summer heat. This time is comes from Paramount+, which is offering a two-month subscription for only $2. Put another way, you'll pay $1 per month for your first tw

Topics: deal new plan season streaming
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Monitoring My Homelab, Simply

news.ycombinator.com Unknown 2026-01-25 12:28:04

Monitoring my Homelab, Simply Date: 2025-07-09 I have a middling self-hosted/homelab setup, and it occasionally breaks. Alas, no monitoring tool has ever sparked joy in me. Don’t get me wrong, I understand that they’re essential for large fleets of services with fast-changing software and teams of oncallers working around the clock to understand the complex ways that complex systems fail… but my stuff doesn’t change that often, failures are mundane and low-scope, and I’m the only person comi

Topics: duration err prober string time
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Understanding Tool Calling in LLMs – Step-by-Step with REST and Spring AI

news.ycombinator.com Muthukumaran Navaneethakrishnan 2026-01-29 00:44:47

✅ What Spring AI Handles for You ✅ Tool schema generation ✅ Argument binding ✅ tool_call_id mapping mapping ✅ Message state management ✅ Parallel tool orchestration ✅ Sequential tool routing ✅ Spring Boot DI, validation, and observability ✅ Compatible with OpenAI, Mistral, Gemini, and others You keep writing business logic. Spring AI wires up everything else. 🔌 Bonus: Tool Calling via MCP — No Extra Code Need your tools to work beyond just chat — like inside other agents or frontend c

Topics: ai mcp spring tool tools
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Best Internet Providers for Streaming for July 2025

cnet.com See Full Bio 2026-01-29 04:00:00

Our picks 90001 Edit ZIP code Why we chose these providers Sort by Best internet provider for streaming overall 300 - 5,000 Mbps $55 - $250 per month Check with AT&T Fiber Provider not available in 90001 Edit ZIP code Or call to learn more: (833) 579-0031 Best live TV streaming add-on 500 - 1,000 Mbps $50 - $80 per month Check with Spectrum Internet Provider not available in 90001 Edit ZIP code Or call to learn more: (877) 508-6169 Best for streaming YouTube TV 500 - 5,000 Mbps $50 - $155 per mo

Topics: fiber internet speed speeds streaming
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Garmin Forerunner 970 Review: A Very Extra Running Watch

wired.com Brent Rose 2026-01-29 05:00:00

Why, look at the leaves. It’s Garmin running watch season again! The sweatiest time of the year! As luck would have it, we’ve got a new flagship running watch to pore over in the form of the Forerunner 970. It features Garmin’s brightest AMOLED screen yet, built-in maps, a flashlight, a speaker, a mic, and more data fields than most of us mere mortals can process. It also costs $150 more than the previous running flagship, the Forerunner 965. Let’s see if it’s worth it. New Look Photograph: B

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I’ve tested all the best smart rings in 2025, and these are the only ones I would buy

androidauthority.com Unknown 2026-01-29 08:30:56

While fitness trackers and smartwatches are the better-known devices in the wearable tech world, there is a third, less popular option. Smart rings are slowly becoming more attractive alternatives. I’ve tested more than a dozen of these minimalist devices, and below are the best smart rings you can buy. Oura Ring 4: The best smart ring overall Oura Ring 4 Thinner design • Refreshed app experience • Smarter health sensing MSRP: $399.00 The top smart ring gets an upgrade. The Oura Ring 4 is the b

Topics: battery oura ring smart tracking
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The upcoming GPT-3 moment for RL

news.ycombinator.com Unknown 2026-01-24 20:59:30

The upcoming GPT-3 moment for RL Matthew Barnett, Tamay Besiroglu, Ege Erdil Jun 20, 2025 GPT-3 showed that simply scaling up language models unlocks powerful, task-agnostic, few-shot performance, often outperforming carefully fine-tuned models. Before GPT-3, achieving state-of-the-art performance meant first pre-training models on large generic text corpora, then fine-tuning them on specific tasks. Today’s reinforcement learning is stuck in a similar pre-GPT-3 paradigm. We first pre-train l

Topics: replication rl software task training
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Show HN: Pyhoff – Connect Python ML Models to Beckhoff/WAGO IO Hardware

news.ycombinator.com Unknown 2026-01-25 02:33:09

Pyhoff Description The pyhoff package allows you to read and write the most common Beckhoff and WAGO bus terminals ("Busklemmen") using the Ethernet bus coupler ("Busskoppler") BK9000, BK9050, BK9100, or WAGO 750_352 over Ethernet TCP/IP based on ModBus TCP. Key Features Supports a wide range of Beckhoff and WAGO analog and digital bus terminals. Very lightweight: no dependencies; compact code base Easy to extend Using standardized ModBus TCP. Provides high-level abstractions for reading

Topics: bk bus pyhoff using venv
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Context Engineering Guide

news.ycombinator.com Unknown 2026-01-24 23:59:48

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

Topics: agent context engineering prompt query
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Prime Day Has Ended, but You Can Still Snag My Favorite All-in-One Kitchen Appliance for 25% Off

cnet.com See Full Bio 2026-01-28 21:19:00

Amazon's Prime Day sale has wrapped up, but we're spotting some deals that are still live today, including a sweet 25% discount on the Chefman Everything Maker, a clever kitchen gadget that can make almost anything. The normal list price of $60 on the Chefman website already feels like a steal for what this appliance can accomplish. Which is, well, everything. But the Price Day price brings it down to just $45, which is a steal. The midnight version is also on sale for 20% off. Too often, all-i

Topics: chefman cooking deals kitchen maker
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Stem Cell Treatment to Reverse Hearing Loss Kicking Off in Human Patients

futurism.com Unknown 2026-01-28 23:15:43

Image by Getty / Futurism Developments The first-ever human trial exploring the use of stem cell therapy to reverse hearing loss is about to be under way, after getting the go-ahead from the UK’s Medicines and Healthcare products Regulatory Agency. Conducted by researchers from the University of Sheffield who formed their own spin-out company, the treatment targets sensorineural hearing loss, which is caused by physical damage to the tiny structures of the inner ear. In a nutshell, the treatm

Topics: cells ear hearing inner stem
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If You Still Vape, You Might Wanna Read This

futurism.com Unknown 2026-01-29 04:00:01

Image by Getty / Futurism In the wake of a terrifying study about heavy metals in vape clouds, experts who have long warned about the potential dangers of vaping are again ringing alarm bells. Researchers from University of California, Davis recently found such high levels of heavy metals like lead and nickel when analyzing vape mist for a recent study that they thought their equipment had gone haywire. But the findings were very real. And while the precise long-term health implications of va

Topics: blood heart known vape vaping
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Hackers are exploiting critical RCE flaw in Wing FTP Server

bleepingcomputer.com Unknown 2026-01-29 02:13:24

Hackers have started to exploit a critical remote code execution vulnerability in Wing FTP Server just one day after technical details on the flaw became public. The observed attack ran multiple enumeration and reconnaissance commands followed by establishing persistence by creating new users. The exploited Wing FTP Server vulnerability is tracked as CVE-2025-47812 and received the highest severity score. It is a combination of a null byte and Lua code injection that allows remote a unauthenti

Topics: 2025 code cve ftp wing
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Incus – Next-generation system container, application container, and VM manager

news.ycombinator.com Unknown 2026-01-28 14:36:30

What is Incus?¶ Incus is a next-generation system container, application container, and virtual machine manager. It provides a user experience similar to that of a public cloud. With it, you can easily mix and match both containers and virtual machines, sharing the same underlying storage and network. Incus is image based and provides images for a wide number of Linux distributions. It provides flexibility and scalability for various use cases, with support for different storage backends and

Topics: containers incus releases running virtual
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Only on Nantucket: The Curious Case of the "Stolen" Mercedes

news.ycombinator.com Unknown 2026-01-25 11:50:30

Good questions. And as Monday came and went without any sign of the missing Mercedes, the mystery deepened, and more theories continued to pour in: had it been hotwired and moved to a chop shop? Was it used for a joy ride and ditched in some remote corner of the island? The family asked the Current to share a photo of the vehicle, and the fact that it had been reported stolen. The post set off a deluge of messages along the lines of: "Who steals a car on Nantucket? Where are they going to go?"

Topics: macvicar missing nantucket said vehicle
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Commodore 64 Ultimate

news.ycombinator.com Unknown 2026-01-28 20:21:22

Honouring the past. Innovating the future. Without the distractions that stole it. Commodore has returned from a parallel timeline where tech stayed optimistic, inviting, and human. Where it served us, not enslaved us. We’re here to bring that feeling back - retro • futurism, transparent tech, digital detox, real innovation. ​​ Our first step is your first way out. The glowing, translucent Commodore® 64 computer isn't a software emulator - it's the first official Commodore 64 in over 30 y

Topics: 64 classic commodore inviting tech
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The fish kick may be the fastest subsurface swim stroke yet (2015)

news.ycombinator.com Regan Penaluna 2026-01-28 23:25:28

I tug my black swim cap over my hair, strap on my pink goggles, and keep a focused calm, like Michael Phelps before a race. It’s lap swim on a Monday afternoon at my local YMCA, and I’m going to attempt the fish kick. Most fish move through the water with a horizontal wiggle. The fish kick challenges you to copy this movement: You completely submerge yourself underwater, position yourself on your side, keep your arms tight above your head in a streamline, and propel yourself forward with symmetr

Topics: fish kick says surface swimming
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Show HN: BinaryRPC – Lightweight WebSocket-based RPC framework in modern C++

news.ycombinator.com Unknown 2026-01-29 04:32:12

BinaryRPC 🧭 Motivation While working at my company, I had previously developed a WebSocket server prototype in Java. However, over time, we started to experience performance issues. This led me to turn to C++, a language that offers more speed and low-level system control. Through my research, I discovered that uWebSockets was one of the best options in terms of performance, so I began developing with this library. However, since uWebSockets is a very "core" library, I had to handle many deta

Topics: app binaryrpc session std string
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YouTube’s Latest Update Shows That Online Monoculture Is Dead

gizmodo.com Aj Dellinger 2026-01-28 23:00:46

Remember “Baby Shark Dance?” How about “Gangnam Style?” Those videos were among the most inescapable offerings of the YouTube canon, pumped into our lives by the last vestige of the internet monoculture: the Trending page. Now, a full decade since it was first introduced, YouTube announced it is ending its effort to inject top videos into everyone’s feeds, opting instead to highlight popular content in specific niches. In a blog post, the company admits that the internet ecosystem has changed c

Topics: page trending video videos youtube
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