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Proxmox Virtual Environment 9.0 released

https://forum.proxmox.com/threads/proxmox-virtual-environment-9-0-released.169258/
1•ValentineC•2m ago•0 comments

Plain Text. With Lines

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We beat GPT-4o's baseline with a simple re-prompting loop

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Show HN: Flops Benchmark GUI Tool – ResNet50 and other models support

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1•harry247•4m ago•0 comments

Quantum machine learning via vector embeddings

https://arxiv.org/abs/2508.00024
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RIP to the Macintosh HD hard drive icon, 2000–2025

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3•duxup•17m ago•0 comments

HNI acquires Steelcase for $2.2B in another blow to west Michigan

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4•justin-reeves•19m ago•1 comments

Airbnb guest says images were altered in false £12,000 damage claim

https://www.theguardian.com/technology/2025/aug/02/airbnb-guest-damage-claim-refund-photos
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BitChat Protocol Whitepaper

https://github.com/permissionlesstech/bitchat/blob/main/WHITEPAPER.md
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Chiral Superconductivity in Rhombohedral Graphene

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PixelDiff: A desktop app for image comparisons and screenshot tests

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HHS Winds Down mRNA Vaccine Development Under BARDA

https://www.hhs.gov/press-room/hhs-winds-down-mrna-development-under-barda.html
27•coloneltcb•25m ago•4 comments

Titan sub implosion caused by bonkers "toxic workplace environment"

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New catalyst lowers energy needed to turn CO₂ into ethylene

https://phys.org/news/2025-07-catalyst-lowers-energy-ethylene.html
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Roku launches new ad-free streaming service priced at $2.99

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3•bundie•34m ago•1 comments

Audio of arguments from Marriage Story used to scare off wolves in the US

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DSPy Simba Explained

https://blog.mariusvach.com/posts/dspy-simba
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AMD Reports Second Quarter 2025 Financial Results

https://ir.amd.com/news-events/press-releases/detail/1257/amd-reports-second-quarter-2025-financial-results
2•doener•41m ago•0 comments

The Pain of Perfectionism

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3•mitchbob•42m ago•2 comments

Ask HN: Setup for Local LLM Backups?

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Cashadvanceapps.com – AI Researcher – AI-First SEO and Content Automation

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Chameleon Channels:Measuring YouTube Account Repurposed for Deception and Profit

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What's New in C# 14: User-Defined Compound Assignments

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7•TheAlchemist•51m ago•1 comments

Microsoft is considering a stricter RTO policy

https://www.businessinsider.com/microsoft-considering-stricter-rto-policy-2025-8
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https://mathenchant.wordpress.com/2025/07/17/when-999-isnt-1/
1•mathgenius•53m ago•0 comments

Why are Windows semiannual updates named H1 and H2?

https://devblogs.microsoft.com/oldnewthing/20250805-00/?p=111435
3•dwattttt•56m ago•1 comments
Open in hackernews

Time to upgrade my laptop – need advice please

16•zyruh•2d ago
Looking for a high-performance PC (non-Mac) for data-heavy workloads — suggestions?

It's time to upgrade. I'm looking for a Windows/Linux-compatible machine (no Mac) that can handle:

Large spreadsheet workloads (think multi-GB Excel/CSV files)

4K+ video editing and exports

Possibly some ML experimentation later on

I was considering a high-end gaming PC for the GPU + RAM benefits, but not sure if that’s the best tradeoff for thermals, noise, and form factor. Open to desktop or laptop, though portability is a plus.

What builds or machines would you recommend in 2025 for blazing speed + stability?

Comments

bigyabai•2d ago
Wait for Q1 2026 and Nvidia will have probably announced their laptop product. Otherwise your best shot is a beefy Ryzen laptop.
chrsw•2d ago
A laptop product for ML and not for graphics?
bigyabai•2d ago
Unless it uses an entirely bespoke GPU architecture, presumably it will support both.
zyruh•2d ago
Thank you!
wtallis•2d ago
They're (over)due to start shipping miniPCs aimed at being AI/ML workstations, using a SoC that's a collaboration between Mediatek and NVIDIA, with 128GB of DRAM. They have not yet announced intentions to put those chips in laptops and run Windows on them, but the writing has been on the wall all year. It would be entirely unsurprising to see NVIDIA(+Mediatek) overtake Qualcomm for ARM Windows PC sales next year. But it's too soon to start making purchase plans around that.
zyruh•2d ago
Thank you!
zyruh•2d ago
I've been looking at Ryzen - thx for the tip!
benoau•2d ago
There's really only two choices in terms of laptop: a built in discrete GPU aka a gaming laptop, or one with the ability to add an external GPU through Thunderbolt or OCuLink.

Pretty much any desktop is going to outperform a laptop, especially the GPU.

zyruh•2d ago
Super helpful - thank you!
brudgers•1d ago
Workstation laptops can be specified with powerful GPU’s.

You can spend $10k on a Dell with 4 drive capability, 128gb of ram and 24gb of gpu.

dankwizard•1d ago
Yes but then you have a laptop edition card which will just never compete with desktop.
LorenDB•1d ago
External GPU is actually a really good option here. Get a laptop with a beefy CPU (definitely Ryzen; Strix Halo chips are really good and would be decent at standalone AI as well) and Thunderbolt/Oculink, then grab an eGPU dock and get the best GPU you can afford. For gaming, eGPUs suffer from bandwidth constraints, but for LLMs it shouldn't matter as much since the model only needs loaded once; after that it can sit in VRAM.
zyruh•1d ago
This is great - thank you!
zyruh•1d ago
Thank you!
chrsw•2d ago
A gaming PC is probably your best bet. PC workstations for ML are extremely expensive.
zyruh•2d ago
Thank you!
brudgers•1d ago
You get what you pay for.
zyruh•1d ago
Yeah, absolutely.
zyruh•1d ago
I was kind of thinking this. thx
dlahoda•1d ago
for local ai seems unified mem may win.

no non mac laptop today has that with good thermals.

so some boxes has amd ai 390 or 395 with 128gb.

for laptops need to wait for good thermal releases.

so it feels that macs dominate these days in all your points, and has good resell price later, except being mac)

zyruh•1d ago
Excellent, thank you!
brudgers•1d ago
What is your budget?
zyruh•1d ago
about $2-$3k.
chrsw•1d ago
https://h20195.www2.hp.com/v2/GetPDF.aspx/c09086887

Not sure how much the 128 GB RAM version costs or when it will ship.

zyruh•1d ago
Sweet - thank you!
fuzzfactor•1d ago
I like the looks of those.

I have been carrying miniPC's between locations instead of laptops when there are keyboard, mouse, and monitor at each desk that I can utilize when I am sitting there. Beefy power adapters which are already in place are good to have too, I might use multiple external HDDs.

Actually a miniPC alone can be more convenient to carry than a laptop.

This HP is about twice the size I consider "normal" but more than twice as powerful :)

A bit less than twice the weight, but more than twice the money though.

This size a brick would still be as feasible as when I occasionally carry two miniPC's, I know I could handle it, but then it barely may be more convenient than a laptop.

So I'm sold, even if I don't exactly need one right now.

Hopefully these will fly off the shelf and they'll come out with a much more powerful unit real soon for about the same price, and move up from there. Ideally a whole new generation of something trending could emerge that can be made desirable in ways not possible in 2025, allowing prices of this exact model to be slashed beyond the bone.

Hopefully before the next couple years is up, looking forward to it ;)

brudgers•1d ago
That’s limited for the workload you describe.
zyruh•1d ago
What do you think is a more reasonable budget?
brudgers•1d ago
Enough to buy a workstation class machine.

Alternatively, a scope that matches your budget.

zyruh•1d ago
Thank you
bitbasher•1d ago
I guess that means threadripper 9995 pro and 2x rtx 6000 is out.
mixmastamyk•1d ago
I’m happy with my AMD framework. Though you said ML so maybe want Nvidia?
zyruh•1d ago
Cool - thx for the tip!
seized•1d ago
Framework, the AMD versions.

Can take the 48GB SODIMMs that are on the market now. That'll handle a spreadsheet or two.

zyruh•1d ago
Great - thx!
sandreas•1d ago
I personally like the Ryzen AI Max+ PRO 395 (Strix Halo), where you get non-upgradable, but unified RAM. This means that up to 96GB of 128GB can be used as VRAM, which is great for AI workloads and are the only machines similar to Apples approach of unified RAM.

The Framework Desktop is a really interesting machine, however it lacks the PRO in the name, which means that you're going a bit cheaper, but missing out ECC RAM option, which might be interesting for a Workstation that needs to be as stable as possible.

The HP Z2 Mini G1a Workstation has PRO available, which therefore also has unified ECC Ram up to 128GB, but this adds a premium of around 500 bucks. Maybe not worth the money.

So if you wanna go Desktop, you could pick:

  Framework desktop with Ryzen AI MAX+ 395+
  HP Z2 Mini G1a with Ryzen AI MAX+ 395+ PRO
If you wanna go mobile, there are 2 machines:

  HP ZBook Ultra G1a
  ASUS ROG Flow Z13
I would never buy an mobile ASUS device that expensive (ASUS support can be a nightmare) but at the moment these are the only mobile devices with this chip.

Otherwise you have to go Full GPU, which is non-unified and either very expensive or you get far less VRAM for AI workloads.

Here is a test with more info: https://www.youtube.com/watch?v=oyrAur5yYrA

sandreas•1d ago
Can anyone tell my why I got downvoted? Is this wrong advice?
sloaken•1d ago
People can be jerks.
sandreas•1d ago
Haha ymmd ;) Yeah, I thought it might either have been a misclick OR wrong information on my side (IF there is something wrong with it, I'd still like to know what...)
rajkumarsekar•1d ago
For your use case, I’d recommend looking at Lenovo ThinkPad P1 Gen 6 or Dell XPS 15/17 with an Intel i9 or Ryzen 9, 32–64GB RAM, and NVIDIA RTX 4070 or higher. If you’re open to desktops, a custom build with a Ryzen 9 7950X, 128GB RAM, and a decent RTX 4080.
zyruh•1d ago
Thank you - Yes, I love the Lenovo ThinkPad!
sdwolfz•1d ago
https://www.tuxedocomputers.com/en/TUXEDO-InfinityBook-Pro-1...

I'll get myslef one of these as well when I cash in my invoice for last month's work.

sloaken•1d ago
Nice, I do love the configurableness, and the prices seem reasonable.
zyruh•1d ago
Yeah, totally.
zyruh•1d ago
Thank you! I'll check it out.