frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Reduce LLM token costs 40-60% for structured data

https://github.com/prashantdudami/toon-converter
1•prashantdudami•2m ago•1 comments

Show HN: A Pastebin app to quickly turn code into shareable registry items

https://pastecn.com
1•rbadillap•2m ago•0 comments

Show HN: Trinity – a native macOS Neovim app with Finder-style projects

https://scopecreeplabs.com/trinity/
1•kidproquo•4m ago•0 comments

Odin Compilation Speed Tips

https://jakubtomsu.github.io/posts/odin_comp_speed/
1•ibobev•4m ago•0 comments

Everything you need to know about the X Algorithm Update

https://typefully.com/blog/x-algorithm-open-source
1•Jthink•5m ago•0 comments

Delayed Code Generation

https://buttondown.com/jaffray/archive/delayed-code-generation/
1•ibobev•5m ago•0 comments

Ninja: A simple way to do builds (2020)

https://jvns.ca/blog/2020/10/26/ninja--a-simple-way-to-do-builds/
1•enz•6m ago•0 comments

Apple Regains Top Spot in China's Smartphone Market

https://www.macrumors.com/2026/01/20/apple-regains-top-spot-in-china/
1•mgh2•7m ago•0 comments

Predictions for Embodied AI and Robotics in 2026

https://dtsbourg.me/en/articles/predictions-embodied-ai
1•loh•7m ago•0 comments

US citizen says ICE forced him from his home in subfreezing weather

https://www.theguardian.com/us-news/2026/jan/20/citizen-ice-minnesota-thao
2•rawgabbit•8m ago•0 comments

Differential Transformer V2

https://huggingface.co/blog/microsoft/diff-attn-v2
1•ibobev•8m ago•0 comments

'This is sell America' – US dollar tumbles as globe flees US assets

https://www.cnbc.com/2026/01/20/sell-america-trade-dollar-treasury-gold-us-trump-greenland.html
5•MilnerRoute•8m ago•0 comments

UK's China embassy gamble shows changing calculations in divided West

https://www.reuters.com/world/uk/uks-china-embassy-gamble-shows-changing-calculations-divided-wes...
1•DustinEchoes•9m ago•0 comments

Show HN: I turned Hacker News into a radio station

https://tera.fm
1•digi_wares•10m ago•0 comments

Cake_mq Slated for Linux 7.0 to Adapt Sch_cake for Today's Multi-Core World

https://www.phoronix.com/news/Linux-7.0-CAKE-MQ
1•Bender•10m ago•0 comments

Support for More Bluetooth Guitars and Other Hid Changes Ahead of Linux 6.20~7.0

https://www.phoronix.com/news/Linux-7.0-HID-Early-Look
1•Bender•11m ago•0 comments

Show HN: Arch Linux installation lab notes turned into a clean guide

https://www.senotrusov.com/notes/installing-arch-linux/
1•senotrusov•12m ago•0 comments

Blocking-Lock Brownouts Can Escalate from Row-Level to Complete System Outages

https://ardentperf.com/2026/01/19/how-blocking-lock-brownouts-can-escalate-from-row-level-to-comp...
1•tanelpoder•13m ago•0 comments

Show HN: A New Breed of Apps

https://afterdark.so/
1•_pdp_•13m ago•0 comments

Show HN: Create promo videos for your projects with Claude Code

https://github.com/alentodorov/create-promo-video
1•alentodorov•14m ago•0 comments

How to Collect Conference Participants

https://crona.ai/blog/how-to-collect-conference-participants
1•rin_khat•14m ago•0 comments

Show HN: I made an app that analyzes short form content

https://viraliqapp.com/
1•eonn•16m ago•0 comments

k crash course

https://github.com/kparc/kcc
1•tosh•16m ago•0 comments

Microsoft's AI Chief says we'll have intimate AI companions within 5 years

https://www.windowscentral.com/artificial-intelligence/microsoft-ai-chief-intimate-ai-companion-i...
1•thunderbong•16m ago•1 comments

Seagate Shipping 32TB HAMR Hard Drives for Server, NAS, & Surveillance Markets

https://www.servethehome.com/seagate-shipping-32tb-hamr-hard-drives-for-server-nas-surveillance-m...
2•rbanffy•16m ago•0 comments

Ask HN: Which common map projections make Greenland look smaller?

1•jimnotgym•16m ago•0 comments

Weprepyou.com Releases BKSB Practice Tests for Only $1.99

https://weprepyou.com/
1•obayuwj•16m ago•1 comments

Nvidia Arm-based N1X gaming laptops reportedly set to debut this quarter

https://www.tomshardware.com/pc-components/cpus/nvidias-arm-based-n1x-equipped-gaming-laptops-are...
1•rbanffy•18m ago•0 comments

DevOps engineer moving to physical CCTV biz – how to manage the mess?

https://soltra.africa
1•jongi_ct•18m ago•1 comments

Building the first open-source quantum computer using Open Quantum Design (OQD)

https://uwaterloo.ca/news/global-futures/building-worlds-first-open-source-quantum-computer
1•giuliomagnifico•19m ago•0 comments
Open in hackernews

Nvidia Stock Crash Prediction

https://entropicthoughts.com/nvidia-stock-crash-prediction
119•todsacerdoti•1h ago

Comments

rwmj•1h ago
It goes to nearly zero if China invades Taiwan, and that seems like it has at least a 10% chance of happening in the next year or two.
fkarg•1h ago
I agree. It's funny that this is one of the cited reason for the (relative) value suppression of tsmc, but the same factors should apply to Nvidia too.
utopiah•1h ago
But then again what won't? Non tech stocks?
zitterbewegung•1h ago
Industrial military complex and government contractors.
utopiah•1h ago
Jets, tanks, drones and data centers for intelligence services, even design, are full of electronics but what's the share of those not made in Taiwan?
LunaSea•1h ago
Don't they also depend on chips for a lot of components?
mikkupikku•31m ago
Probably a lot more from TI and Intel than Taiwan.
rwmj•1h ago
Yes, lots of other companies would be affected to a greater or lesser extent (even non-tech stocks), but specifically any company that relies on manufacturing all their product in Taiwan will be affected most of all.
throwaway5752•1h ago
Gold stocks, basic materials, MSCI world and emerging market indexes. Look at their prices and see how very smart people are positioning their money.
immibis•52m ago
The whole economy will crash. Probably won't be due to China invading Taiwan though. More likely because the president decided to delete their country's world reserve currency status (which is another word for a trade deficit).
bpodgursky•1h ago
NVIDIA has been producing Blackwell in Arizona since October. Don't be dramatic.

There would be a supply crunch but a lot of dollars will be shuffled VERY fast to ramp up production.

rwmj•1h ago
They definitely made at least one wafer in Arizona in October.
georgeburdell•54m ago
Packaging? Assembling onto boards?
blackoil•32m ago
Can outsource to China. Only partial /s
maxglute•35m ago
Arizona fabs don't work without TW's many sole source suppliers for fab consumables. They'll likely grind to halt after few months when stock runs out. All the dollar shuffling's not going to replace supply chain that will take (generously) years to build, if ever.
khalic•1h ago
Idk the pro china side is getting more and more support, at this rate they’ll vote themselves into mainland
cjbgkagh•50m ago
I think Taiwanese elites can be bought, they say they can’t but I think that’s just part of the bargaining for a higher price. The overtures towards a costly and destructive invasion is Chinas attempt at lowering that price. As is the strategy of building up an indigenous chip manufacturing industry. The aggressive rhetoric from China has the added benefit of keeping the US on a self sabotaging aggressive posture.
whatevaa•49m ago
Well, the reality is that most people don't want a bloodbath and it's increasingly looking like external support won't come, so what you gonna do... life is a very complex chess game, gotta play your pieces right.
mikkupikku•35m ago
At this rate, even if they can't get the Taiwanese population to consent, it probably makes more sense to wait anyway to see how low America can sink. The lower America goes, the better their chance for success.
Ekaros•23m ago
China is capable of taking long term view, beyond single election cycle. And currently USA really seems to be heading down faster and faster.

If something even more drastic happens. China might even attempt unification with some reasoning like protecting Taiwan from USA or other nations.

blackoil•34m ago
An EU type agreement will keep peace for some time. Remove all trade barriers between two countries, have a treaty preventing any side to be used militarily by third party, no attacking each other and free movement of all vessels through each other's seas. Maybe few more
nebula8804•23m ago
Thats just buying China more time until they can get their chip manufacturing to at least a similar ballpark. Then Taiwan has no cards left to play. China can cripple TSMC depriving the west of chips while they continue onwards.
eagerpace•57m ago
Going to zero is one potential outcome. Equally plausible is it goes up 10% in a relatively quick battle or diplomatic outcome which ends the geopolitical uncertainty.
rwmj•43m ago
There's approximately 0% chance that China will ship leading edge wafers from captured TSMC to the West.
eagerpace•38m ago
This is the beauty of Polymarket. Then bet on it. There are so many more outcomes possible to this conflict than what you see reported in the media. Don't be so reductive.
rbtprograms•25m ago
dont be a weird gambling degenerate
wordpad•15m ago
Not true, it might be something they compromise on to restore relations
fullshark•45m ago
What does the US gov't do in response? Wouldn't they throw globs of money at Intel and Nvidia?
bob1029•25m ago
They already have.
heathrow83829•10m ago
but they're expected to have 8 or 9 aircraft carriers by 2035, doesn't it make sense to wait until then?
fooey•1h ago
https://archive.is/HXmoa
koolba•1h ago
> One of the questions of the 2026 acx prediction contest is whether Nvidia’s stock price will close below $100 on any day in 2026.

Maybe I’m missing something, but isn’t this just a standard American put option with a strike of $100 and expiry of Dec 31st?

mklyachman•53m ago
Not really. American put options will pay differently for 95 dollars vs 99 dollars, while this contract settles to 1 either which way.
amelius•51m ago
No because if it goes to $99.99, you don't win much. With a prediction contest it is either you win or you lose.
NewCzech•1h ago
He doesn't really address his own question.

He's answering the question "How should options be priced?"

Sure, it's possible for a big crash in Nvidia just due to volatility. But in that case, the market as a whole would likely be affected.

Whether Nvidia specifically takes a big dive depends much more on whether they continue to meet growth estimates than general volatility. If they miss earnings estimates in a meaningful way the market is going to take the stock behind the shed and shoot it. If they continue to exceed estimates the stock will probably go up or at least keep its present valuation.

dsr_•1h ago
> Sure, it's possible for a big crash in Nvidia just due to volatility. But in that case, the market as a whole would likely be affected.

Other way around: if NVidia sinks, it likely takes a bunch of dependent companies with it, because the likely causes of NVidia sinking all tell us that there was indeed an AI bubble and it is popping.

weslleyskah•19m ago
Indeed, the market as a whole would be affected. But is not NVIDIA more of a software company than a hardware one? This bugs the shit out of me.

They are maintaining this astronomical growth through data centers margins from the design of their chips and all of that started from graphics related to video games.

coffeebeqn•13m ago
> But is not NVIDIA more of a software company than a hardware one?

No? That’s why they have almost no competition. Hardware starting costs are astronomical

weslleyskah•7m ago
But the actual manufacturing foundry is TSMC no? And they create the whole software environment based on their chips.
PeterStuer•1h ago
How much of their turnover is financed directly or indirectly by themselves, then leveraged further by their 'customers' to collaterize further investments?

Are they already "too big to fail"? For better or worse, they are 'all in' on AI.

_fat_santa•1h ago
This article goes more into the technical analysis of the stock rather than the underlying business fundamentals that would lead to a stock dump.

My 30k ft view is that the stock will inevitably slide as AI datacenter spending goes down. Right now Nvidia is flying high because datacenters are breaking ground everywhere but eventually that will come to an end as the supply of compute goes up.

The counterargument to this is that the "economic lifespan" of an Nvidia GPU is 1-3 years depending on where it's used so there's a case to be made that Nvidia will always have customers coming back for the latest and greatest chips. The problem I have with this argument is that it's simply unsustainable to be spending that much every 2-3 years and we're already seeing this as Google and others are extending their depreciation of GPU's to something like 5-7 years.

KeplerBoy•58m ago
Also there's no way Nvidia's market share isn't shrinking. Especially in inference.
blackoil•44m ago
But will the whole pie grow or shrink?
gpapilion•40m ago
The large api/token providers, and large consumers are all investing in their own hardware. So, they are in an interesting position where the market is growing, and NVIDIA is taking the lion's share of enterprise, but is shrinking at the hyperscaler side (google is a good example as they shift more and more compute to TPU). So, they have a shrinking market share, but its not super visible.
dogma1138•34m ago
Market share can shrink but if the TAM is growing you can still grow.
jwoods19•43m ago
“In a gold rush, sell shovels”… Well, at some point in the gold rush everyone already has their shovels and pickaxes.
krupan•36m ago
Or people start to realize that the expected gold isn't really there and so stop buying shovels
baxtr•33m ago
I no AI fanboy at all. I think it there won’t be AGI anytime soon.

However, it’s beyond my comprehension how anyone would think that we will see a decline in demand growth for compute.

AI will conquer the world like software or the smartphone did. It’ll get implemented everywhere, more people will use it. We’re super early in the penetration so far.

marricks•28m ago
> I no AI fanboy at all.

While thinking computers will replace human brains soon is rabid fanaticism this statement...

> AI will conquer the world like software or the smartphone did.

Also displays a healthy amount of fanaticism.

Ekaros•27m ago
At this point computation is in essence commodity. And commodities have demand cycles. If other economic factors slowdown or companies go out of business they stop using compute or start less new products that use compute. Thus it is entirely realistic to me that demand for compute might go down. Or that we are just now over provisioning compute in short or medium term.
wordpad•17m ago
So...like Cisco during dot com bust?
Ekaros•11m ago
More so I meant to think of oil, copper and now silver. All follow demand for the price. All have had varying prices at different times. Compute should not really be that different.

But yes. Cisco's value dropped when there was not same amount to spend on networking gear. Nvidia's value will drop as there is not same amount of spend on their gear.

Other impacted players in actual economic downturn could be Amazon with AWS, MS with Azure. And even more so those now betting on AI computing. At least general purpose computing can run web servers.

galaxyLogic•5m ago
I wonder, is the quality of AI answers going up over time or not? Over the weekend I spent a lot of time with Preplexity trying to understand why my SeqTrack device didn't do what I wanted it to do and seems Perplexity had a wrong idea of how the buttons on the device are laid out so it gave me wrong or confusing answers. I spent hours on trying to to give ti different prompts to get an answer that would solve my problem.

If it had given me the right easy to understand answer right away I would have spent 2 minutes of both MY time and ITS time. My point is if AI will improve we will need less of it, to get our questions answered. Or, perhaps AI usage goes up iif it improves its answers?

Ronsenshi•12m ago
What if its penetration ends up being on the same level as modern crypto? Average person doesn't seem to particularly care about meme coins or bitcoin - it is not being actively used in day to day setting, there's no signs of this status improving.

Doesn't mean that crypto is not being used, of course. Plenty of people do use things like USDT, gamble on bitcoin or try to scam people with new meme coins, but this is far from what crypto enthusiasts and NFT moguls promised us in their feverish posts back in the middle of 2010s.

So imagine that AI is here to stay, but the absolutely unhinged hype train will slow down and we will settle in some kind of equilibrium of practical use.

mnky9800n•32m ago
I really don't understand the argument that nvidia GPUs only work for 1-3 years. I am currently using A100s and H100s every day. Those aren't exactly new anymore.
iancmceachern•31m ago
They're no longer energy competitive. I.e. the amount of power per compute exceeds what is available now.

It's like if your taxi company bought taxis that were more fuel efficient every year.

bob1029•27m ago
Margins are typically not so razor thin that you cannot operate with technology from one generation ago. 15 vs 17 mpg is going to add up over time, but for a taxi company it's probably not a lethal situation to be in.
mikkupikku•26m ago
If a taxi company did that every year, they'd be losing a lot of money. Of course new cars and cards are cheaper to operate than old ones, but is that difference enough to offset buying a new one every one to three years?
wordpad•18m ago
If your competitor refreshes their cards and you dont, they will win on margin.

You kind of have to.

lazide•14m ago
Not necessarily if you count capital costs vs operating costs/margins.

Replacing cars every 3 years vs a couple % in efficiency is not an obvious trade off. Especially if you can do it in 5 years instead of 3.

zozbot234•9m ago
You can sell the old, less efficient GPUs to folks who will be running them with markedly lower duty cycles (so, less emphasis on direct operational costs), e.g. for on-prem inference or even just typical workstation/consumer use. It ends up being a win-win trade.
dylan604•14m ago
>offset buying a new one every one to three years?

Isn't that precisely how leasing works? Also, don't companies prefer not to own hardware for tax purposes? I've worked for several places where they leased compute equipment with upgrades coming at the end of each lease.

gruez•10m ago
>If a taxi company did that every year, they'd be losing a lot of money. Of course new cars and cards are cheaper to operate than old ones, but is that difference enough to offset buying a new one every one to three years?

That's where the analogy breaks. There are massive efficiency gains from new process nodes, which new GPUs use. Efficiency improvements for cars are glacial, aside from "breakthroughs" like hybrid/EV cars.

echelon•23m ago
Nvidia has plenty of time and money to adjust. They're already buying out upstart competitors to their throne.

It's not like the CUDA advantage is going anywhere overnight, either.

Also, if Nvidia invests in its users and in the infrastructure layouts, it gets to see upside no matter what happens.

linkregister•25m ago
The common factoid raised in financial reports is GPUs used in model training will lose thermal insulation due to their high utilization. The GPUs ostensibly fail. I have heard anecdotal reports of GPUs used for cryptocurrency mining having similar wear patterns.

I have not seen hard data, so this could be an oft-repeated, but false fact.

munk-a•20m ago
I can't confirm that fact - but it's important to acknowledge that consumer usage is very different from the high continuous utilization in mining and training. It is credulous that the wear on cards under such extreme usage is as high as reported considering that consumers may use their cards at peak 5% of waking hours and the wear drop off is only about 3x if it is used near 100% - that is a believable scale for endurance loss.
zozbot234•17m ago
> I have heard anecdotal reports of GPUs used for cryptocurrency mining having similar wear patterns.

If this was anywhere close to a common failure mode, I'm pretty sure we'd know that already given how crypto mining GPUs were usually run to the max in makeshift settings with woefully inadequate cooling and environmental control. The overwhelming anecdotal evidence from people who have bought them is that even a "worn" crypto GPU is absolutely fine.

Melatonic•11m ago
It's the opposite actually - most GPU used for mining are run at a consistent temp and load which is good for long term wear. Peaky loads where the GPU goes from cold to hot and back leads to more degradation because of changes in thermal expansion. This has been known for some time now.
savorypiano•19m ago
You aren't trying to support ad-based demand like OpenAI is.
linuxftw•10m ago
I think the story is less about the GPUs themselves, and more about the interconnects for building massive GPU clusters. Nvidia just announced a massive switch for linking GPUs inside a rack. So the next couple of generations of GPU clusters will be capable of things that were previously impossible or impractical.

This doesn't mean much for inference, but for training, it is going to be huge.

legitster•5m ago
From an accounting standpoint, it probably makes sense to have their depreciation be 3 years. But yeah, my understanding is that either they have long service lives, or the customers sell them back to the distributor so they can buy the latest and greatest. (The distributor would sell them as refurbished)
nospice•29m ago
> My 30k ft view is that the stock will inevitably slide as AI datacenter spending goes down.

Their stock trajectory started with one boom (cryptocurrencies) and then seamlessly progressed to another (AI). You're basically looking at a decade of "number goes up". So yeah, it will probably come down eventually (or the inflation will catch up), but it's a poor argument for betting against them right now.

Meanwhile, the investors who were "wrong" anticipating a cryptocurrency revolution and who bought NVDA have not much to complain about today.

munk-a•22m ago
That's the rub - it's clearly overvalued and will readjust... the question is when. If you can figure out when precisely then you've won the lottery, for everyone else it's a game of chicken where for "a while" money that you put into it will have a good return. Everyone would love if that lasted forever so there is a strong momentum preventing that market correction.
mysteria•14m ago
Personally I wonder even if the LLM hype dies down we'll get a new boom in terms of AI for robotics and the "digital twin" technology Nvidia has been hyping up to train them. That's going to need GPUs for both the ML component as well as 3D visualization. Robots haven't yet had their SD 1.1 or GPT-3 moment and we're still in the early days of Pythia, GPT-J, AI Dungeon, etc. in LLM speak.
bigbuppo•1h ago
Since there's such an interdependence between nvidia and the other companies involed in AI to the point that if one fails they all fail, shouldn't the analysis focus on the weakest link in the AI circle jerk?
tuetuopay•45m ago
Nvidia is the biggest link, however, I'd wager OpenAI and the likes are big enough to make a significant dent in the mammoth. So yeah, this analysis is sort of a spherical cows in a vacuum situation.

Still, it's interesting the probability is so high while ignoring real-world factors. I'd expect it to be much higher due to: - another adjacent company dipping - some earnings target not being met - china/taiwan - just the AI craze slowing down

zvqcMMV6Zcr•1h ago
Technical analysis is amazing, it is most refined form of pseudoscience.
cheald•13m ago
This isn't technical analysis, this is an article on how to use the options market's price discovery mechanism to understand what the discovered price implies about the collective belief about the future price of the underlying.
t_serpico•10m ago
how so? (i'm not too familiar)
immibis•53m ago
It's easy to predict that a bubble will pop, but there's a variance in the timing of approximately half a human lifetime, and if you don't guess that correctly, you throw away yours.

Everything that can't go on forever will eventually stop. But when?

baal80spam•20m ago
Well put and clearly explains why "timing the market" is never a good plan.
incomingpain•45m ago
Nvidia PE ratio: 44

I do hope they crash so that I can buy as much as possible at a discount.

4fterd4rk•38m ago
Them being far above the median PE ratio for the S&P 500 tells you that a future correction would be a discount and you should buy? Please walk me through your logic on this one.
MuffinFlavored•43m ago
Worth noting that the implied volatility extracted here is largely a function of how far OTM the strike is relative to current spot, not some market-specific view on $100. If NVDA were trading at $250 today, the options chain would reprice and you'd extract similar vol for whatever strike was ~45% below. The analysis answers "what's the probability of a near-halving from here" more than "what's special about $100." Still useful for the prediction contest, but the framing makes it sound like the market is specifically opining on that price level.
visarga•35m ago
this is gpt, right?
kwar13•39m ago
This is more of a derivative pricing article and has nothing to do with nvidia really
bilater•34m ago
was expecting some actual reasons presented as to why this would happen. instead got some math.
baal80spam•34m ago
checks calendar Ah, NVIDIA earnings call is close - prepare for the inevitable doomer articles.
mvdtnz•31m ago
People don't actually believe this type of analysis... do they?
cheald•16m ago
The entire options market is built on this kind of analysis.
iancmceachern•30m ago
The real question is what else will this cause to fall when it does happen.
syntaxing•26m ago
I’m more curious how these “future” contract will work out. Supposedly, a bunch of RAM is paid and allocated for that isn’t even made yet. If the bubble ever pops, the collateral is going to be on the order of 2007 subprime mortgage crisis
traceroute66•24m ago
The simple answer to the question:

Nvidia stock crash will happen when the vendor financing bubble bursts.

They are engaged in a dangerous game of circular financing. So it is case of when, not if the chickens come home to roost.

It is simply not sustainable.

10xDev•22m ago
I mean common sense reasoning tells me that if OpenAI has decided to turn into an ad business, the actual return expected from investing into compute isn't going to be nearly as great as advertised.
weirdmantis69•20m ago
It's forward looking P/E is 24-26. That doesn't seem like a huge crash is coming. It could come down a bit but they print money. They also have potential car market and robots coming in.
r_lee•17m ago
They're enjoying a massive demand for GPUs due to AI blowing up, at a time when there isn't much competition, yet the technology is already pleateauing, with similar offerings from AMD, not to mention proven training & inference chips from Google & AWS, plus the Chinese national strategy of prioritizing domestic chips

The only way the stock could remain at its current price or grow (which is why you'd hold it) is if demand would just keep going up (with the same lifecycle as current GPUs) and that there would be no competition, which the latter to me us just never going to be a thing.

Investors are convinced that Nvidia can maintain its lead because they have the "software" side, I.e. CUDA, which to me is so ridiculous, as if with the kind of capital that's being deployed into these datacenters, you couldn't fit your models into other software stacks by hiring people....

mythical_39•4m ago
or couldn't use a LLM to help port your CUDA code to "new framework", i.e. software is no longer a lock-in....

assuming LLM coding agents are good, but if they aren't any good, then what is the value of the CUDA code?

vatsachak•8m ago
Who said that monads don't have any application?
vatsachak•7m ago
They implement Applicative, so by definition they do