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I tried turning my old Samsung Galaxy into a local LLM-hosting machine, and it worked better than I expected

I have become so dependent on AI that even for small tasks like summarizing or replying to emails, I always turn to cloud AIs like ChatGPT or Claude. Since I can’t stop going to AI, I have been trying to cut down on cloud AI and use self-hosted local LLMs...
I have become so dependent on AI that even for small tasks like summarizing or replying to emails, I always turn to cloud AIs like ChatGPT or Claude. Since I can’t stop going to AI, I have been trying to cut down on cloud AI and use self-hosted local LLMs whenever I can.

India

Published by: aplhsindia.in

Denmark ditches its plan to replace Microsoft Office with Collabora because it wasn’t working with OOXML files

Some European countries are taking their first steps toward digital sovereignty by removing their dependency on foreign tech. One such hurdle is getting rid of Microsoft products, such as Windows and Office, which is easy enough on paper. The only question is, what do you replace it with?
Some European countries are taking their first steps toward digital sovereignty by removing their dependency on foreign tech. One such hurdle is getting rid of Microsoft products, such as Windows and Office, which is easy enough on paper. The only question is, what do you replace it with?

Germany

Published by: aplhsindia.in

You don’t need CrystalDiskInfo to check your SSD health, as Windows already tells you a lot

CrystalDiskInfo has been synonymous with SSD and HDD monitoring for years. It reads your drive's Self-Monitoring, Analysis, and Reporting Technology (S.M.A.R.T.) attributes and presents them on a single screen for easy reference. Checking your SSD's health percentage, temperature, or other metrics is pretty simple with this free tool.
CrystalDiskInfo has been synonymous with SSD and HDD monitoring for years. It reads your drive's Self-Monitoring, Analysis, and Reporting Technology (S.M.A.R.T.) attributes and presents them on a single screen for easy reference. Checking your SSD's health percentage, temperature, or other metrics is pretty simple with this free tool.

Serbia

Published by: aplhsindia.in

I ran a 9B model trained on Claude’s reasoning on my 8GB GPU, and it made me rethink paying for Claude

Claude Pro proves its worth most of the time. Anthropic's models are accessible pretty much anywhere through API, but the Claude workspace has become almost necessary in my workflow, especially Projects and Artifacts - and more recently, Claude Docs too. But when I scroll back through weeks of chats, I...
Claude Pro proves its worth most of the time. Anthropic's models are accessible pretty much anywhere through API, but the Claude workspace has become almost necessary in my workflow, especially Projects and Artifacts - and more recently, Claude Docs too. But when I scroll back through weeks of chats, I realize the sessions themselves are pretty basic, they mostly revolve around helping me understand things. So ultimately, I'm paying for the desktop app features, but these can be replaced by local tools like AnythingLLM or even PewDiePie's Odysseus.

Houston

Published by: aplhsindia.in

I use four different browsers on purpose, and it’s the best privacy habit I have

Long before we had the ChatGPT vs. Claude vs. Gemini vs. Perplexity debate, and even before people started arguing about Spotify vs. Apple Music, there was another debate that had tech enthusiasts divided: which web browser is the best?
Long before we had the ChatGPT vs. Claude vs. Gemini vs. Perplexity debate, and even before people started arguing about Spotify vs. Apple Music, there was another debate that had tech enthusiasts divided: which web browser is the best?

Turkey

Published by: aplhsindia.in

My self-hosted AI models research, code, and generate images, and all they cost is a GPU I already own

For almost the entirety of 2026, I've run countless experiments with several dozen local LLMs week after week, and yet it feels as though I've barely scratched the surface of how capable local AI has become in such little time.
For almost the entirety of 2026, I've run countless experiments with several dozen local LLMs week after week, and yet it feels as though I've barely scratched the surface of how capable local AI has become in such little time.

Seattle

Published by: aplhsindia.in

5 TV features I disable before anyone in my family is allowed to watch anything

The TV is one of the most important devices in any home, as it's the central piece of an entertainment hub. Having a high-quality panel and sound system is crucial to a satisfying home theater experience, but using your TV's default settings can easily ruin your experience. It still boggles...
The TV is one of the most important devices in any home, as it's the central piece of an entertainment hub. Having a high-quality panel and sound system is crucial to a satisfying home theater experience, but using your TV's default settings can easily ruin your experience. It still boggles my mind how the average consumer is expected to know which settings to disable on a new TV before they can enjoy it to the fullest.

Dallas

Published by: aplhsindia.in

Someone turned their monitor into a laser pointer firing range game using Claude Code

People have been doing some really cool things lately by pointing their webcams at their screens. Just a few days ago, we saw someone breach their Samsung TV by letting Claude take photos of the screen while it was working. Now, someone has used Claude to create a light gun-esque...
People have been doing some really cool things lately by pointing their webcams at their screens. Just a few days ago, we saw someone breach their Samsung TV by letting Claude take photos of the screen while it was working. Now, someone has used Claude to create a light gun-esque digital shooting range that uses a red laser instead.

Dallas

Published by: aplhsindia.in

Uncloud uses the Compose files I already made and lets me spread the work across my home servers

Adding another home server should mean more room for your applications. Somehow, it also becomes an invitation to learn Kubernetes and spend your weekend figuring out how everything talks to everything else. I already have working Compose files, and I’m not particularly interested in turning a few machines into another...
Adding another home server should mean more room for your applications. Somehow, it also becomes an invitation to learn Kubernetes and spend your weekend figuring out how everything talks to everything else. I already have working Compose files, and I’m not particularly interested in turning a few machines into another job.

New Zealand

Published by: aplhsindia.in

Blue Planet III is keeping the rough edges in the age of AI

BBC's Blue Planet III is looking to prove its authenticity by leaving in the less-than-perfect shots. Previous incarnations of the nature series were defined by their gorgeous, crystal-clear footage that seemed almost too good to be real. But one dead giveaway of AI is when things look too polished and...
BBC's Blue Planet III is looking to prove its authenticity by leaving in the less-than-perfect shots. Previous incarnations of the nature series were defined by their gorgeous, crystal-clear footage that seemed almost too good to be real. But one dead giveaway of AI is when things look too polished and seamless. To counter that, Blue Planet III goes warts and all.Executive Producer Elizabeth White told The Guardian in the past, "the amount of plankton and things" floating in the water would have caused them to cut a shot. Or "we might have framed out a boat or a buoy or gone: 'Oh, actually … the water conditions are not really good enough …Read the full story at The Verge.

India

Published by: aplhsindia.in

Your motherboard still has “useless” headers from the 1990s, and licensing agreements are to blame

If you take a long, hard look at your motherboard, you'll notice that it comes with some legacy ports on them, such as Serial (COM), Parallel (LPT), and PS/2 headers. It can be really tempting to assume they're there because the motherboard companies are lazy, but in fact, there's a...
If you take a long, hard look at your motherboard, you'll notice that it comes with some legacy ports on them, such as Serial (COM), Parallel (LPT), and PS/2 headers. It can be really tempting to assume they're there because the motherboard companies are lazy, but in fact, there's a good reason they're there. And the answer lies about three decades ago.

United Kingdom

Published by: aplhsindia.in

These ESP32 motorized faders are the coolest smart home light switches I’ve ever seen

Smart home lights are really cool, but we often pay too much attention to what the bulb looks like or what it can do. But the humble light switch is sitting there, ripe for renovation. Fortunately, someone showed off this incredible console with faders that control his home's lights, and...
Smart home lights are really cool, but we often pay too much attention to what the bulb looks like or what it can do. But the humble light switch is sitting there, ripe for renovation. Fortunately, someone showed off this incredible console with faders that control his home's lights, and it's a seriously impressive piece of kit.

Seattle

Published by: aplhsindia.in

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