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Are AI agents ready for the workplace? A new benchmark raises doubts

https://techcrunch.com/2026/01/22/are-ai-agents-ready-for-the-workplace-a-new-benchmark-raises-do...
1•PaulHoule•3m ago•0 comments

Show HN: AI Watermark and Stego Scanner

https://ulrischa.github.io/AIWatermarkDetector/
1•ulrischa•3m ago•0 comments

Clarity vs. complexity: the invisible work of subtraction

https://www.alexscamp.com/p/clarity-vs-complexity-the-invisible
1•dovhyi•4m ago•0 comments

Solid-State Freezer Needs No Refrigerants

https://spectrum.ieee.org/subzero-elastocaloric-cooling
1•Brajeshwar•5m ago•0 comments

Ask HN: Will LLMs/AI Decrease Human Intelligence and Make Expertise a Commodity?

1•mc-0•6m ago•1 comments

From Zero to Hero: A Brief Introduction to Spring Boot

https://jcob-sikorski.github.io/me/writing/from-zero-to-hello-world-spring-boot
1•jcob_sikorski•6m ago•0 comments

NSA detected phone call between foreign intelligence and person close to Trump

https://www.theguardian.com/us-news/2026/feb/07/nsa-foreign-intelligence-trump-whistleblower
4•c420•7m ago•0 comments

How to Fake a Robotics Result

https://itcanthink.substack.com/p/how-to-fake-a-robotics-result
1•ai_critic•7m ago•0 comments

It's time for the world to boycott the US

https://www.aljazeera.com/opinions/2026/2/5/its-time-for-the-world-to-boycott-the-us
1•HotGarbage•7m ago•0 comments

Show HN: Semantic Search for terminal commands in the Browser (No Back end)

https://jslambda.github.io/tldr-vsearch/
1•jslambda•7m ago•1 comments

The AI CEO Experiment

https://yukicapital.com/blog/the-ai-ceo-experiment/
2•romainsimon•9m ago•0 comments

Speed up responses with fast mode

https://code.claude.com/docs/en/fast-mode
3•surprisetalk•13m ago•0 comments

MS-DOS game copy protection and cracks

https://www.dosdays.co.uk/topics/game_cracks.php
3•TheCraiggers•14m ago•0 comments

Updates on GNU/Hurd progress [video]

https://fosdem.org/2026/schedule/event/7FZXHF-updates_on_gnuhurd_progress_rump_drivers_64bit_smp_...
2•birdculture•15m ago•0 comments

Epstein took a photo of his 2015 dinner with Zuckerberg and Musk

https://xcancel.com/search?f=tweets&q=davenewworld_2%2Fstatus%2F2020128223850316274
7•doener•15m ago•2 comments

MyFlames: Visualize MySQL query execution plans as interactive FlameGraphs

https://github.com/vgrippa/myflames
1•tanelpoder•16m ago•0 comments

Show HN: LLM of Babel

https://clairefro.github.io/llm-of-babel/
1•marjipan200•16m ago•0 comments

A modern iperf3 alternative with a live TUI, multi-client server, QUIC support

https://github.com/lance0/xfr
3•tanelpoder•17m ago•0 comments

Famfamfam Silk icons – also with CSS spritesheet

https://github.com/legacy-icons/famfamfam-silk
1•thunderbong•18m ago•0 comments

Apple is the only Big Tech company whose capex declined last quarter

https://sherwood.news/tech/apple-is-the-only-big-tech-company-whose-capex-declined-last-quarter/
2•elsewhen•21m ago•0 comments

Reverse-Engineering Raiders of the Lost Ark for the Atari 2600

https://github.com/joshuanwalker/Raiders2600
2•todsacerdoti•23m ago•0 comments

Show HN: Deterministic NDJSON audit logs – v1.2 update (structural gaps)

https://github.com/yupme-bot/kernel-ndjson-proofs
1•Slaine•26m ago•0 comments

The Greater Copenhagen Region could be your friend's next career move

https://www.greatercphregion.com/friend-recruiter-program
2•mooreds•27m ago•0 comments

Do Not Confirm – Fiction by OpenClaw

https://thedailymolt.substack.com/p/do-not-confirm
1•jamesjyu•27m ago•0 comments

The Analytical Profile of Peas

https://www.fossanalytics.com/en/news-articles/more-industries/the-analytical-profile-of-peas
1•mooreds•27m ago•0 comments

Hallucinations in GPT5 – Can models say "I don't know" (June 2025)

https://jobswithgpt.com/blog/llm-eval-hallucinations-t20-cricket/
1•sp1982•27m ago•0 comments

What AI is good for, according to developers

https://github.blog/ai-and-ml/generative-ai/what-ai-is-actually-good-for-according-to-developers/
1•mooreds•27m ago•0 comments

OpenAI might pivot to the "most addictive digital friend" or face extinction

https://twitter.com/lebed2045/status/2020184853271167186
1•lebed2045•29m ago•2 comments

Show HN: Know how your SaaS is doing in 30 seconds

https://anypanel.io
1•dasfelix•29m ago•0 comments

ClawdBot Ordered Me Lunch

https://nickalexander.org/drafts/auto-sandwich.html
3•nick007•30m ago•0 comments
Open in hackernews

Seagate achieves 6.9TB storage capacity per platter

https://www.tomshardware.com/pc-components/hdds/seagate-achieves-a-whopping-6-9tb-storage-capacity-per-platter-in-its-laboratory-55tb-to-69tb-hard-drives-now-physically-possible
62•elorant•2mo ago

Comments

Neywiny•2mo ago
> Seagate is leveraging its heat-assisted magnetic recording (HAMR) technology to deliver its 6.9TB platter. If you want to check out how Seagate's HAMR technology works, check out our previous coverage. In a nutshell, HAMR uses heat-induced magnetic coercivity to write to a hard drive platter.

Wow so heat assisted magnetic recording is using heat to magnetically record data. Incredible explanation.

_wire_•2mo ago
Mofo magnets! How do they work? With heat?!
dylan604•2mo ago
We prefer steam over magnets especially since nobody knows how they work, but whatever you do, don't get the magnets wet!
wmf•2mo ago
Yeah, don't try to learn science from Tom's Hardware.
puzzlingcaptcha•2mo ago
I guess you could say that MiniDisc was the original HAMR format.
retrac•2mo ago
Heating a ferromagnetic material lowers it coercivity -- the heat softens it and makes it less magnetically "springy". And if heated enough it fully loses its magnetization.

So, to write, zap the area with a laser to heat it up. The coercivity is lowered. This lets a weaker magnetic field work to magnetize the area. This allows packing more densely, as the weak field will not affect the neighbouring cooler and higher coercivity regions.

(I think.)

This is not the first time lasers have been used to write to magnetic media. Magneto-optical discs (e.g. Sony's MiniDisc) were erased using laser heat. (MO discs also were read with laser, the ferromagnetic material used had different optical properties depending on magnetization.)

almosthere•2mo ago
I just bought a 2tb SSD drive that's the size of a tictac container...
Octoth0rpe•2mo ago
Sure. And you paid, what, maybe $120? so, $60/tb. When seagate commercializes these, it'll be around $10/tb. My last seagate spinning disks for my nas were 20tb for $150.

SSDs have a valuable place in the world, but so do spinning disks. Physical size isn't a concern for my nas (I mean, assuming we're talking < 300cm^3 for the whole setup..), but $/tb is.

commandar•2mo ago
Spinning rust still typically holds advantages for archival storage, as well.

There was literally a headline on the front page here a few days ago re: data degradation of SSDs during cold storage, as one example.

Razengan•2mo ago
> Data degradation of SSDs during cold storage

Why is that? I'd have expected solid-state electronics to last longer at low temperatures.

Or is it precisely that, some near/superconductivity effects causing naughty electrons to escape and wander about?

arcanemachiner•2mo ago
By cold, I think they mean "powered off", not "low temperature".
khuey•2mo ago
They mean powered off, not physically cold. Electrons escape the NAND flash over time and if the device is not active it's not refreshing them.
kingstnap•2mo ago
It's not super conductivity but instead quantum mechanics.

High capacity hard drives nowadays use heat and strong magnetic fields to write patterns into the platter. It's pretty stable just sitting around doing nothing.

High density multi level NAND involves quantum tunneling a few electrons using a strong electric field into an electrically insulated bit of semiconductor. Over some time the electrons tunnel their way out, but usually this only ends up actually happening if too much writing damaged the insulation.

Razengan•2mo ago
Oh, so would actual cold (low temperatures) prevent/reduce that phenomenon?
PunchyHamster•2mo ago
Yes
saltcured•2mo ago
I missed that earlier post to ask a question that always bugs me... do SSDs, when powered on, actually "patrol" their storage and rewrite cells that are fading even when quiescent from the host perspective?

Or does the data decay there as well, just as a function of time since cells were written?

In other words, is this whole focus on "powered off" just a proxy for "written once" versus "live data with presumed turnover"? Or do the cells really age more rapidly without power?

stuxnet79•2mo ago
My understanding based on my readings of the previous post is there are no hardware level checks. SSDs need to be power cycled every so often and the integrity of the filesystem needs to be checked via something akin to zfs scrub. This should bs done on a monthly basis at minimum.

If you are paranoid about your data and not relying on filesystem level checks from ZFS or Btrfs you should ptobably avoid SSDs for long term storage.

gruez•2mo ago
>My understanding based on my readings of the previous post is there are no hardware level checks

There are "hardware level checks", it's just that they might assume regular usage. If your SSD is turned on regularly (eg. a few hours a day at least), your files are probably fine, even if you never read/scrub your rarely read files. If it is infrequently used, you're right that you probably have to do an end-to-end scan to make sure everything gets checked and possibly re-written.

kasabali•2mo ago
"probably" does the heavy lifting here.
gruez•2mo ago
I mean, obviously? SSDs and HDDs randomly fail for all sorts of reasons beyond random bitflips, so properly working ECC isn't enough to guarantee your files are "fine". Even if you're using something like ZFS, it's possible for the one of the underlying drive to experience ECC errors, and have another drive fail before that can caught. If your parity factor is 1 or less (eg. RAIDz1), you'll also experience data loss.
Tempest1981•2mo ago
Is the same true for USB flash drives? Do they rely on the OS to scrub/refresh them?
threeducks•2mo ago
The article in question: "Unpowered SSDs slowly lose data" https://news.ycombinator.com/item?id=46038099
ofrzeta•2mo ago
I was researching that topic a little bit a while ago but with no usable outcome. The aim was to find out how to cope with SSDs as backups. Is it enough to plug them into a power connection once in a while so the firmware starts the refresh cycle? Do I need to do something else? How often does it need to be plugged in? Thankful for any pointers ...
api•2mo ago
“Disk is the new tape” has been true for a while and will probably stay true.

SSD also has longer term data loss issues when unpowered. Magnetic disk is still better in that respect too.

immibis•2mo ago
Tape is still half the cost per TB, but you have to be storing at least several hundred TBs to break even with the cost of a single tape drive. For two it's certainly well over a petabyte.
PunchyHamster•2mo ago
Also far lower chance to lose your data on HDD if left in a shelf for 3 years
echelon_musk•2mo ago
Where are you buying 20TB HDDs for $150?
Octoth0rpe•2mo ago
Apologies, I believe I paid $189 for the 20tb. Black friday sale at either microcenter or newegg. WD usb external, not some off brand. That was definitely not the normal price though, and the price looks a lot higher this year :/

There are still deals to be found that are closish.

Microcenter has a 24tb external for $249 right now: https://www.microcenter.com/product/679395/seagate-24tb-expa...

amazon has a 22tb for $229 right now: https://www.amazon.com/Seagate-Expansion-22TB-External-Drive...

Those and my $189 price - which is definitely higher than I originally claimed, apologies - are all around $10/tb.

coppsilgold•2mo ago
It's already $10-$11: <https://diskprices.com>

See the 20TB+ Seagate external drives. People who just want the 3.5" SATA drives remove them from the plastic enclosure (they call it "shucking").

wmf•2mo ago
Flash is far denser than hard disks but as long as it's more expensive it's not that relevant.
ppg_hero•2mo ago
That's a really expensive way to get 2TB. Right now checking https://pricepergig.com you can get

External Storage 26TB for $10.38/TB - Seagate Drive Internal Storage 24TB for $10.81/TB - Seagate Drive

SSD - $48.75 / TB Crucial !

1970-01-01•2mo ago
>7TB to 15TB platters available from 2031 onward

Isn't 0.1TB a little too low? I'm sure if they only improved this little in 5 years the company would be in big trouble.

martinpw•2mo ago
From the article:

these 6.9TB platters are still in development and are not planned to be used for another 5 years.

jtokoph•2mo ago
I wonder what the lifespan, error rate and speed of these drives are
Yokolos•2mo ago
Probably no different than current drives? Who would pay more for worse drives? Particularly in enterprise, where defect rates and error rates make a much bigger difference and quickly add up across such a large number of drives.
cookiengineer•2mo ago
> Probably no different than current drives? Who would pay more for worse drives? Particularly in enterprise, where defect rates and error rates make a much bigger difference and quickly add up across such a large number of drives.

Western Digital would like to have a word about shingled magnetic recording drives.

anonymars•2mo ago
Ha, the ones they mixed in with conventional drives, while still giving them the same model names and numbers? That was a good time, thanks WD
gruez•2mo ago
SMR drives aren't worse in any of those metrics except random writes. Yes, people running NAS with them got screwed over, but for your typical use case of storing movies they're fine.
anonymars•2mo ago
Maybe, maybe not?

https://www.tomshardware.com/pc-components/hdds/wd-launches-...

cookiengineer•2mo ago
The WD case highlights how manufacturers will cheat as much as they can get away with in regards to profits. That's why I mentioned it.

Doesn't matter if your use case is only stashing porn, mine is stashing archived web pages and wikis, for example. So integrity of both the HDD sectors and filesystem sectors really matters to me.

I also wanted to make a point about regulation requirements. If you cannot guarantee integrity of your backups, all compliance gets thrown out of the window, and your company will be closed if that info gets out.

This requirement is also the case for private citizens when it comes to preservations of filed bills and taxes, for the last 10 years, in all EU countries.

Razengan•2mo ago
The perfect number.

The ideal has been achieved. We need go no further.

znpy•2mo ago
We just need to fit 420 platters per drive now
9cb14c1ec0•2mo ago
When we are getting the DNA storage we'll all been promised?
geor9e•2mo ago
send them your 750 bytes in ATCG format https://www.genscript.com/gene-fragments.html
cwalkatron•2mo ago
nice
system2•2mo ago
What is the theoretical limit of a standard-sized platter? ChatGPT thinks 50 TB max. Some forums say petabytes. Is there a known limit for it? I can't find much on the internet about the maximums.
londons_explore•2mo ago
Practically we are nowhere close to the limit if you can record in 3d not just on the surface as all current drives so.
retrac•2mo ago
A single iron atom can be a magnetic domain. So a surface coated with single-atom domains, spaced a few atoms apart. I would posit that's close to the 2D limit because of physics. They can't be directly next to each other or it's impossible to read or write them.

So very roughly, about 1 bit per square nanometre. Which unless I'm dropping an order of magnitude (very possible) is about 10 petabits per square centimetre, and with about 300 square centimetres for a 3.5" platter that's 3 exabits or so per side of platter.

Whether it will ever be possible to actually read or magnetize domains that small without interfering with the neighbouring domains is the question and no one knows. There have been several breakthroughs, like perpendicular recording, that have brought us much closer to the theoretical limit above, than anyone would have thought.