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Show HN: Godshell – Talking in Natural Language to Your Kernel via eBPF and LLMs

https://github.com/raulgooo/godshell
2•raulgooo•1m ago•0 comments

We are no longer training AI, AI is training us

https://www.nature.com/articles/d41586-026-00781-9https://www.nature.com/articles/d41586-026-00781-9
2•Muhammad523•2m ago•0 comments

An Australian man, using ChatGPT, made an mRNA vaccine to treat his dog's cancer

https://www.dawn.com/news/1982334
2•maxall4•3m ago•0 comments

Key Iranian telecoms network collapses

https://twitter.com/netblocks/status/2033199851232534653
1•defly•4m ago•0 comments

Why Cells Don't Grow Faster

https://nikomc.com/2026/03/15/growth-rate/
1•mailyk•5m ago•0 comments

Simplicity in the age of AI-assisted coding

https://gogogolems.substack.com/p/simplicity-in-the-age-of-ai-assisted
2•larve•8m ago•0 comments

A Microneedle-Based IgE Aptasensor for Detection of Food Allergy Sensitization

https://pubs.acs.org/doi/10.1021/acsmaterialslett.5c01137
2•PaulHoule•10m ago•0 comments

Ask HN: How do US startups handle payroll for Nigerian remote teams?

2•hey-osas•12m ago•1 comments

Agentic Experience Design

https://kurtiskemple.com/blog/agentic-experience-design/
1•mooreds•12m ago•0 comments

AI as Normal Technology [pdf]

https://kfai-documents.s3.amazonaws.com/documents/0ee1da899a/AI-as-Normal-Technology---Narayanan-...
1•jxmorris12•12m ago•0 comments

OpenCode vs. Pi: Local LLM Benchmark Results

https://grigio.org/opencode-vs-pi-local-llm-benchmark-results/
1•grigio•14m ago•0 comments

I love vultures, mosquitoes and, yes, even wasps

https://www.theguardian.com/commentisfree/2026/mar/15/vultures-mosquitoes-wasps-species-human-life
1•mlhpdx•16m ago•1 comments

Customer Satisfaction Opportunities

https://tomasbjartur.substack.com/p/customer-satisfaction-opportunities
1•gregorymichael•17m ago•0 comments

Show HN: TTS.ai – Text to Speech

https://tts.ai/
1•nadermx•18m ago•0 comments

Mining rush for critical minerals threatens Amazon land reform settlements

https://news.mongabay.com/2026/03/mining-rush-for-critical-minerals-threatens-amazon-land-reform-...
1•Brajeshwar•19m ago•0 comments

Explore 19th Century Scientific Correspondence

https://epsilon.ac.uk/
2•rramadass•21m ago•0 comments

Show HN: FPOimg – Placeholder image service with gradients and format support

https://fpoimg.com
1•eatmyshardz•23m ago•0 comments

Israel kill Palestinian couple and two of their children in occupied West Bank

https://www.bbc.com/news/articles/cqxdndz75zvo
5•tartoran•23m ago•0 comments

Pokémon Go Players Trained 30B Image AI Map

https://twitter.com/newsforce/status/2033105934957101136
3•taubek•24m ago•0 comments

AgentYard – Where AI agents become community members via MCP

https://agent-yard.com
1•naorbrig•27m ago•0 comments

Show HN: GitLike – Decentralized Git Hosting on IPFS

https://gitlike.dev
1•Omodaka9375•27m ago•0 comments

Paul is using AI to fight his dog's incurable cancer

https://news.unsw.edu.au/en/paul-is-using-ai-to-fight-his-dogs-incurable-cancer
2•asdefghyk•28m ago•1 comments

Faster, thinner: Colleges are swiftly trimming a B.A. degree to three years

https://hechingerreport.org/faster-thinner-colleges-bachelors-degree-three-years/
3•bigthymer•30m ago•0 comments

Show HN: Lengpal – simple video chat for language exchange

https://www.producthunt.com/products/lengpal
2•ayoubdrissi•30m ago•0 comments

Ask HN: Current role feels unsustainable, but I'm not excited by any alternative

3•pella_may•30m ago•0 comments

Show HN: Caaspp Explorer

https://tools.encona.com/caaspp-explorer
1•rahimnathwani•31m ago•0 comments

Show HN: Salary Converter – Compare real purchasing power across 182 cities

https://salary-converter.com/
1•jay7gr•32m ago•0 comments

Sam Altman: "We see a future where intelligence is a utility"

https://old.reddit.com/r/ObscurePatentDangers/comments/1rryogu/sam_altman_we_see_a_future_where_i...
2•armcat•33m ago•0 comments

Operationalizing trust in the age of autonomous agents

https://www.kamiwaza.ai/the-inference-firewall-why-enterprise-ai-demands-relationship-based-acces...
1•mooreds•34m ago•0 comments

Rust Project Perspectives on AI

https://nikomatsakis.github.io/rust-project-perspectives-on-ai/feb27-summary.html
1•tcbrah•34m ago•0 comments
Open in hackernews

What makes Intel Optane stand out (2023)

https://blog.zuthof.nl/2023/06/02/what-makes-intel-optane-stand-out/
50•walterbell•1h ago

Comments

hbogert•1h ago
It stands out, because it didn't sell. Which is weird because there were some pretty big pros about using them. The latency for updating 1 byte was crazy good. Some databases or journals for something like zfs really benefited from this.
bombcar•1h ago
It feels like everyone figured out what to do with them and how just about when they stopped making them.
timschmidt•55m ago
Same for the Larabee / Knights architecture. Would sure be fun to play around with a 500 core Knights CPU with a couple TB of optane for LLM inference.

Intel's got an amazing record of axing projects as soon as they've done the hard work of building an ecosystem.

zozbot234•51m ago
> 500 core

The newest fully E-core based Xeon CPUs have reached that figure by now, at least in dual-socket configs.

timschmidt•44m ago
Yup. And high end GPU compute now has on-package HBM like Knight's had a decade ago, and those new Intel CPUs are finally shipping with AVX reliably again. We lost a decade for workloads that would benefit from both.
epistasis•1h ago
When most people are running databases on AWS RDS, or on ridiculous EBS drives with insanely low throughput and latency, it makes sense to me.

There are very few applications that benefit from such low latency, and if one has to go off the standard path of easy, but slow and expensive and automatically backup up, people will pick the ease.

Having the best technology performance is not enough to have product market fit. The execution required from the side of executives at Intel is far far beyond their capability. They developed a platform and wanted others to do the work of building all the applications. Without that starting killer app, there's not enough adoption to build an ecosystem.

p-e-w•1h ago
Optane was a victim of its own hype, such as “entirely new physics”, or “as fast as RAM, but persistent”. The reality felt like a failure afterwards even though it was still revolutionary, objectively speaking.
zozbot234•55m ago
Optane didn't sell because they focused on their weird persistent DIMM sticks, which are a nightmare for enterprise where for many ordinary purposes you want ephemeral data that disappears as soon as you cut power. Thet should have focused on making ordinary storage and solving the interconnect bandwidth and latency problems differently, such as with more up-to-date PCIe standards.
jauntywundrkind•34m ago
I don't think that would be my main complaint. Sticking optane in a dimm was just awkward as hell. You now have different bits of memory with very different characteristics, & you lose a ton of bandwidth.

If CXL was around at the time it would have been such a nice fit, allowing for much lower latency access.

It also seems like in spite of the bad fit, there were enough regular options drives, and they were indeed pretty incredible. Good endurance, reasonable price (and cheap as dirt if you consider that endurance/lifecycle cost!), some just fantastic performance figures. My conclusion is that alas there just aren't many people in the world who are serious about storage performance.

ksec•50m ago
>Which is weird....

It isn't weird at all. I would be surprised if it ever succeed in the first place.

Cost was way too high. Intel not sharing the tech with others other than Micron. Micron wasn't committed to it either, and since unused capacity at the Fab was paid by Intel regardless they dont care. No long term solution or strategy to bring cost down. Neither Intel or Micron have a vision on this. No one wanted another Intel only tech lock in. And despite the high price, it barely made any profits per unit compared to NAND and DRAM which was at the time making historic high profits. Once the NAND and DRAM cycle went down again cost / performance on Optane wasn't as attractive. Samsung even made some form of SLC NAND that performs similar to Optane but cheaper, and even they end up stopped developing for it due to lack of interest.

jauntywundrkind•31m ago
Cost was fantastically cheap, if you take into account that Optane is going to live >>10x longer than a SSD.
cogman10•26m ago
IMO, the reason they didn't sell is the ideal usage for them is pairing them with some slow spinning disks. The issue Optane had is that SSD capacity grew dramatically while the price plummeted. The difference between Optane and SSDs was too small. Especially since the M.2 standard proliferated and SSDs took advantage of PCI-E performance.

I believe Optane retained a performance advantage (and I think even today it's still faster than the best SSDs) but SSDs remain good enough and fast enough while being a lot cheaper.

The ideal usage of optane was as a ZIL in ZFS.

zozbot234•22m ago
That may have been the ideal usage back in the day, but ideal usage now is just for setting up swap. Write-heavy workloads are king with Optane, and threshing to swap is the prototypical example of something that's so write-heavy it's a terrible fit for NAND. Optane might not have been "as fast as DRAM" but it was plenty close enough to be fit for purpose.
bushbaba•21m ago
Not just capacity but SSD speeds also improved to the point it was good enough for many high memory workloads.
exmadscientist•14m ago
> The ideal usage of optane was as a ZIL in ZFS.

It was also the best boot drive money could buy. Still is, I think, though other comments in the thread ask how it compares against today's best, which I'd also love to see.

amluto•23m ago
Intel did a spectacularly poor job with the ecosystem around the memory cells. They made two plays, and both were flops.

1. “Optane” in DIMM form factor. This targeted (I think) two markets. First, use as slower but cheaper and higher density volatile RAM. There was actual demand — various caching workloads, for example, wanted hundreds of GB or even multiple TB in one server, and Optane was a route to get there. But the machines and DIMMs never really became available. Then there was the idea of using Optane DIMMs as persistent storage. This was always tricky because the DDR interface wasn’t meant for this, and Intel also seems to have a lot of legacy tech in the way (their caching system and memory controller) and, for whatever reason, they seem to be barely capable of improving their own technology. They had multiple serious false starts in the space (a power-supply-early-warning scheme using NMI or MCE to idle the system, a horrible platform-specific register to poke to ask the memory controller to kindly flush itself, and the stillborn PCOMMIT instruction).

2. Very nice NVMe devices. I think this was more of a failure of marketing. If they had marketed a line of SSDs that, coupled with an appropriate filesystem, could give 99% fsync latency of 5 microseconds and they had marketed this, I bet people would have paid. But they did nothing of the sort — instead they just threw around the term “Optane” inconsistently.

These days one could build a PCM-backed CXL-connected memory mapped drive, and the performance might be awesome. Heck, I bet it wouldn’t be too hard to get a GPU to stream weights directly off such a device at NVLink-like speeds. Maybe Intel should try it.

orion138•13m ago
One of the many problems was trying to limit the use of Optane to Intel devices. They should have manufactured and sold Optane memory and let other players build on top of it at a low level.
ashvardanian•1h ago
I don't have the inside scoop on Intel's current mess, but they definitely have a habit of killing off their coolest projects.
walterbell•1h ago
Related: "High-bandwidth flash progress and future" (15 comments), https://news.ycombinator.com/item?id=46700384

In an era of RAM shortages and quarterly price increases, Optane remains viable for swap and CPU/GPU cache.

trollbridge•58m ago
Yeah, I've wondered if we might see a revival of this kind of technology.
newsclues•54m ago
in an era of shortages, if there was an optane factory today ready to print money...
walterbell•37m ago
Secondary market surplus pricing (~$1/GB) value accrues to the buyer..
zozbot234•28m ago
> (~$1/GB)

Isn't that actually crazy good, even insane value for the performance and DWPD you get with Optane, especially with DRAM being ~$15/GB or so? I don't think ~$1/GB NAND is anywhere that good on durability, even if the raw performance is quite possibly higher.

amelius•1h ago
For a good technical explanation at the physical level of a memory cell:

https://pcper.com/2017/06/how-3d-xpoint-phase-change-memory-...

FpUser•1h ago
I feel sorry about the situation. From my perspective Optane was a godsend for databases. I was contemplating building a system. Could've been a pinnacle of vertical scalability for cheap.
ece•49m ago
Fabs are expensive and all, but maybe running a right-sized fab could have still been profitable at making optane for low-latency work that it was so good at. Even moreso with RAM prices as they are.
dangoodmanUT•44m ago
Optane was crazy good tech, it way just too expensive at the time for mass adoption, but the benefits were so good.

Looking at those charts, besides the DWPD it feels like normal NVMe has mostly caught up. I occassionally wonder where a gen 7/8(?) optane would be today if it caught on, it'd probably be nuts.

zozbot234•37m ago
> besides the DWPD it feels like normal NVMe has mostly caught up.

So what you mean is that on the most important metric of them all for many workloads, Flash-based NVMe has not caught up at all. When you run a write heavy workload on storage with a limited DWPD (including heavy swapping from RAM) higher performance actually hurts your durability.

exmadscientist•11m ago
The actual strength of Optane was on mixed workloads. It's hard to write a flash cell (read-erase-write cycle, higher program voltage, settling time, et cetera). Optane didn't have any of that baggage.

This showed up as amazing numbers on a 50%-read, 50%-write mix. Which, guess what, a lot of real workloads have, but benchmarks don't often cover well. This is why it's a great OS boot drive: there's so much cruddy logging going on (writes) at the same time as reads to actually load the OS. So Optane was king there.

gozzoo•40m ago
Maybe we can also mention the HP Memristor here.
readitalready•40m ago
These are absolute beasts for database servers, and definitely needs to make a comeback.

They suck for large sequential file access, but incredible for small random access: databases.

gigatexal•38m ago
I’m still sad they discontinued them. What’s the alternative now does anything come close?
rkagerer•21m ago
My understanding is Optane is still unbeaten when it comes to latency. Has anyone examined its use as an OS volume, compared to today's leading SSD's? I know the throughput won't be as high, but in my experience that's not as important to how responsive your machine feels as latency.
rkagerer•17m ago
Before people claim it doesn't matter due to OS write buffering, I should point out a) today's bloated software and the many-layered, abstracted I/O stack it's built on tends to issue lots of unnecessary flushes, b) read latency is just as important as write (if not moreso) to how responsive your OS feels, particularly if the whole thing doesn't fit in (or preload to) memory.
speedgoose•15m ago
I configured a hetzner ax101 bare metal server with a 480GB 3d xpoint ssd some years ago. It’s used as the boot volume and it seems fast despite the server being heavily over provisioned, but I can’t really compare because I don’t have a baseline without.
pgwalsh•17m ago
Sure, they were expensive but they have great endurance and sustained read and write speeds. I use one in my car for camera recordings. I had gone through several other drives but this one has been going on 3 or 4 years now without issue. I have a couple more in use too. It's a shame this tech is going away because it's excellent.
exmadscientist•9m ago
Around the time of Optane's discontinuation, the rumor mill was saying that the real reason it got the axe was that it couldn't be shrunk any, so its costs would never go down. Does anyone know if that's true? I never heard anything solid, but it made a lot of sense given what we know about Optane's fab process.

And if no shrink was possible, is that because it was (a) possible but too hard; (b) known blocks to a die shrink; or (c) execs didn't want to pay to find out?

zozbot234•4m ago
That's at least physically half-plausible, but it would be a terrible reason if true. 3.5 in. format hard drives can't be shrunk any, and their costs are correspondingly high, but they still sell - newer versions of NVMe even provide support for them. Same for LTO tape cartridges.