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I built my AI workflow around NotebookLM, Claude, and local models—here’s what each does best

I don’t really rely on a single AI tool anymore. Not necessarily because I went out of my way to build an AI-heavy setup, but because these tools have just naturally become a part of how I get work done. At this point, it’s hard to avoid AI in your...
I don’t really rely on a single AI tool anymore. Not necessarily because I went out of my way to build an AI-heavy setup, but because these tools have just naturally become a part of how I get work done. At this point, it’s hard to avoid AI in your workflow, so might as well make it work for you. I’ve tested a lot of AI tools by now, and while I have some on rotation, others have made their way into my productivity stack more permanently.

Boston

Published by: aplhsindia.in

Intel is reportedly announcing new Battlemage GPUs next week, but gamers won’t want them

It has been a little while since we last heard about Intel's Battlemage GPUs. In fact, the last time I reported on them was a year ago, when Intel said it might halt the production of high-end cards. If you liked Intel's range of graphics cards and wanted more, here's...
It has been a little while since we last heard about Intel's Battlemage GPUs. In fact, the last time I reported on them was a year ago, when Intel said it might halt the production of high-end cards. If you liked Intel's range of graphics cards and wanted more, here's some good news for you: the company is reportedly getting ready to reveal the Arc Pro B70 and B65 “Big Battlemage” cards in under a week's time. Unfortunately, if you're hoping for a powerful gaming GPU, you may be left disappointed.

Seattle

Published by: aplhsindia.in

AI agents are a security nightmare for home labs, and Tailscale just shipped a fix

AI coding tools like Claude Code and Codex are fantastic for use in the home lab. I've been using them to generate automations for Home Assistant, figure out what I'm going wrong with networking, and tons of other things. But they all have one problem: your API keys aren't stored...
AI coding tools like Claude Code and Codex are fantastic for use in the home lab. I've been using them to generate automations for Home Assistant, figure out what I'm going wrong with networking, and tons of other things. But they all have one problem: your API keys aren't stored safely.

Atlanta

Published by: aplhsindia.in

AI was everywhere at gaming’s big developer conference — except the games

AI was everywhere at the GDC Festival of Gaming this year. Vendors at the event pitched generative AI tools for things like making AI-driven NPCs and even entire games from a chat box. On the show floor, I spent 10 minutes playing a demo of a pixel-art fantasy world generated...
AI was everywhere at the GDC Festival of Gaming this year. Vendors at the event pitched generative AI tools for things like making AI-driven NPCs and even entire games from a chat box. On the show floor, I spent 10 minutes playing a demo of a pixel-art fantasy world generated by Tencent's AI tools. In a briefing with Razer, I watched an AI assistant for QA automatically log issues in a shooter game. And there were many talks about AI, including a standing-room only presentation by Google DeepMind researchers about playable AI-generated spaces.But there was one key place where AI was missing: the games themselves. Of the many developers I s …Read the full story at The Verge.

New York

Published by: aplhsindia.in

Your research workflow is incomplete without this NotebookLM trick

Just like researching when at school, the process is significantly easier with a study buddy to keep you on track. NotebookLM is one of our favorite tools for solo study, with deep insights gleaned from the sources you feed it, and nowhere else.
Just like researching when at school, the process is significantly easier with a study buddy to keep you on track. NotebookLM is one of our favorite tools for solo study, with deep insights gleaned from the sources you feed it, and nowhere else.

United States

Published by: aplhsindia.in

Don’t waste money on SSD caching—here’s why a full SSD upgrade matters for gaming

Games were previously stored on hard drives before SSDs came along, but since then, we've slowly moved across to solid-state storage. I recall when SSDs were first released onto the market, and manufacturers all urged everyone to upgrade from HDDs. After SATA SSDs, which shared the same interface as the...
Games were previously stored on hard drives before SSDs came along, but since then, we've slowly moved across to solid-state storage. I recall when SSDs were first released onto the market, and manufacturers all urged everyone to upgrade from HDDs. After SATA SSDs, which shared the same interface as the drives they replaced, we introduced NVMe PCI SSDs, which are still relied on today to run the OS and other frequently used applications and games.

Houston

Published by: aplhsindia.in

I stopped buying cheap USB-C cables after learning what USB4 can actually do

The ubiquitous nature of USB-C really didn't arrive a second too soon. Pretty much all modern devices now use some form of USB-C, and in terms of the connector shape itself, that's great, but there are many different standards packed into USB-C that make it a deceiving cable to use....
The ubiquitous nature of USB-C really didn't arrive a second too soon. Pretty much all modern devices now use some form of USB-C, and in terms of the connector shape itself, that's great, but there are many different standards packed into USB-C that make it a deceiving cable to use. The name "USB-C" only describes the connector shape, not what the cable can actually do. The USB Implementers Forum is very clear about that: USB Type-C is not the same thing as USB4, USB 3.2, or USB Power Delivery, even if those technologies can all use the same port.

Chicago

Published by: aplhsindia.in

Three system prompts reportedly cut Claude’s hallucinations “dramatically,” and they’re sitting in plain sight

The good people here at XDA have been falling in love with Claude, and we've been on the hunt for ways to prompt it better. Giving Claude instructions is a great way to get it to work the way you want, and while they often require a bit of tweaking...
The good people here at XDA have been falling in love with Claude, and we've been on the hunt for ways to prompt it better. Giving Claude instructions is a great way to get it to work the way you want, and while they often require a bit of tweaking to get them just the way you want, that's part of the fun.

New York

Published by: aplhsindia.in

Online age checks came first — a VPN crackdown could be next

This is The Stepback, a weekly newsletter breaking down one essential story from the tech world. For more news about online age verification and your privacy, follow Emma Roth. The Stepback arrives in our subscribers' inboxes at 8AM ET. Opt in for The Stepback here. How it started Virtual private...
This is The Stepback, a weekly newsletter breaking down one essential story from the tech world. For more news about online age verification and your privacy, follow Emma Roth. The Stepback arrives in our subscribers' inboxes at 8AM ET. Opt in for The Stepback here.How it startedVirtual private networks, or VPNs, weren't always used to access region-locked Netflix streams, bypass censorship online, or to prevent your internet service provider (ISP) from tracking your browsing history. It took years for VPNs to become the technology we know today, which provides an encrypted connection between your device and a private server, while conce …Read the full story at The Verge.

Los Angeles

Published by: aplhsindia.in

SSD prices aren’t coming down anytime soon, but used enterprise SSDs could be the answer you’re looking for

Whether you can afford one or not, consumer SSDs selling for nearly thrice the price is good for no one except the manufacturers. Over the last six months, SSD prices have shot up in response to the DRAM shortage. Manufacturers have shifted production to satisfy data center demand instead of...
Whether you can afford one or not, consumer SSDs selling for nearly thrice the price is good for no one except the manufacturers. Over the last six months, SSD prices have shot up in response to the DRAM shortage. Manufacturers have shifted production to satisfy data center demand instead of the less profitable consumer segment. With brands exiting the segment altogether and indicating things might not improve until 2028, those building a new PC or upgrading their storage have been left in the lurch. In this scenario, used enterprise SSDs have become highly attractive for buyers who don't want to burn money on overpriced consumer drives but still need reliable storage. Enterprise SSDs are not only longer-lasting than consumer drives, but also more affordable on the used market. They're especially relevant for NAS and home lab users with demands for vast amounts of performant storage.

Dallas

Published by: aplhsindia.in

The pint-sized Sonos Roam 2 is more than 20 percent off this weekend

Sonos is no stranger to the occasional sale. The iconic audio company routinely runs sales around Black Friday, Amazon Prime Day, and the Super Bowl, though it’s rare to see substantial discounts on its portable speakers outside of tentpole shopping events. Fortunately, if you have no interest in the Sonos...
Sonos is no stranger to the occasional sale. The iconic audio company routinely runs sales around Black Friday, Amazon Prime Day, and the Super Bowl, though it’s rare to see substantial discounts on its portable speakers outside of tentpole shopping events. Fortunately, if you have no interest in the Sonos Move 2 or forthcoming Sonos Play, the Sonos Roam 2 is currently available from Amazon, Walmart, and Sonos for $139 ($40 off), which is just $5 shy of its lowest price to date.Sonos Roam 2Where to Buy: $179 $139 at Amazon $179 $139 at Sonos $179 $139 at WalmartThe original Sonos Roam was by no means a bad speaker, but the quality-of-life updates on the Roam 2 are genuinely meaningful, particularly if you were the kind of person who constantly struggled to pair the first-gen model with anything via Bluetooth (guilty as charged). The latest Roam has a dedicated pairing button on the back — meaning you don’t have to hold down the power button for a set period of time just to sync it with a new phone — while still letting you tap into Sonos’ larger ecosystem of products via your home’s Wi-Fi network.Sound quality remains unchanged, though that’s not necessarily a bad thing. The first-gen Roam was one of the best-sounding speakers in its class, with pleasantly crisp vocal performance and enough depth to satiate most folks, especially when Sonos’s automatic Trueplay room optimization tool did its job. It’s a bit of a bummer that the USB-C port remains strictly for power, and that battery life tops out at 10 hours, but I’d venture that most folks are simply going to be using it at the park or simply for an afternoon at the pool. After all, it has IP67 waterproofing, which means it can withstand up to 30 minutes in 3 feet of water.Perhaps best of all, though, Sons claims to have made some tweaks and optimizations under the hood to ensure battery performance holds up in the long run, which was a crux of the original model. I haven’t had the Roam 2 long enough to say for sure, but so far, so good.Other Sonos deals to considerSonos AceWhere to Buy: $399 $299 at Amazon $399 $299 at Best Buy $399 $299 at SonosSonos Beam (second-gen)Where to Buy: $499 $369 at Amazon $499 $369 at Best Buy $499 $369 at Sonos

Chicago

Published by: aplhsindia.in

3D printing lets this tinkerer build a quadruped robot smaller than my hand, and you can too

I'll admit it; the best way to get me to pay attention to a DIY project is to put a cute little face on it. This goes double if said face is displayed on a little screen which updates to represent the state of the project. What can I say?...
I'll admit it; the best way to get me to pay attention to a DIY project is to put a cute little face on it. This goes double if said face is displayed on a little screen which updates to represent the state of the project. What can I say? I'm just a sucker for little personifications.

New York

Published by: aplhsindia.in

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