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Context Engineering: A first-principles handbook with the latest research

https://github.com/davidkimai/Context-Engineering
1•davidkimai•6m ago•1 comments

Ask HN: Is the header CSS broken for you?

4•LorenDB•10m ago•1 comments

EĿlipsis, a Language Independent Preprocessor

https://gustedt.gitlabpages.inria.fr/ellipsis/index.html
2•faresahmed•19m ago•0 comments

New Zealand Approved Psychedelic Therapy. He's the Only Doctor Who Can Do It

https://www.nytimes.com/2025/06/26/world/asia/new-zealand-psilocybin-magic-mushrooms-therapy.html
1•bookofjoe•24m ago•2 comments

The Chan-Zuckerbergs stopped funding social causes

https://www.washingtonpost.com/technology/2025/06/29/mark-zuckerberg-priscilla-chan-school-closure/
6•1vuio0pswjnm7•29m ago•3 comments

On Wanting to Believe

https://www.carsengrote.com/2025/06/on-wanting-to-believe.html
2•dante44•34m ago•0 comments

Largest Digital Camera Snaps Its First Photos of the Universe

https://www.wsj.com/science/space-astronomy/worlds-largest-digital-camera-snaps-its-first-photos-of-the-universe-68099904
1•gmays•36m ago•0 comments

The Mysterious Billionaire Behind the OnlyFans Porn Empire

https://www.wsj.com/business/media/only-fans-leonid-radvinsky-profile-706c914d
2•Geekette•40m ago•2 comments

AI-Generated Psych-Rock Band Rack Up Spotify Streams

https://www.stereogum.com/2313501/ai-generated-psych-rock-band-the-velvet-sundown-rack-up-hundreds-of-thousands-of-spotify-streams/news/
2•TrackerFF•40m ago•0 comments

Show HN: Free AI Thumbnail Tester (based on real YouTube data)

https://www.aithumbnail.so/tools/thumbnail-tester
1•sachou•41m ago•0 comments

Use keyword-only arguments in Python dataclasses

https://chipx86.blog/2025/06/29/tip-use-keyword-only-arguments-in-python-dataclasses/
2•Bogdanp•42m ago•0 comments

Thousands in Norway told they won up to millions in lottery error

https://www.bbc.com/news/articles/c15wn70v7z8o
4•ednite•48m ago•1 comments

OpenAI reportedly 'recalibrating' compensation in response to Meta hires

https://techcrunch.com/2025/06/29/openai-reportedly-recalibrating-compensation-in-response-to-meta-hires/
2•ednite•52m ago•2 comments

Orange Pi Nova Teased with Loongson 2K3000 as Loongson Expands Product Line

https://linuxgizmos.com/orange-pi-nova-teased-with-loongson-2k3000-as-loongson-expands-product-line/
4•chsum•54m ago•0 comments

How to Do Autocomplete

https://bonsai.io/blog/how-to-really-do-autocomplete/
3•softwaredoug•54m ago•0 comments

Why Extreme Couponers Have Given Up on Coupons

https://www.wsj.com/personal-finance/extreme-coupon-prices-savings-e7604515
1•lxm•1h ago•0 comments

How to Potty-Train a Co-Worker

https://www.nytimes.com/2025/06/28/business/co-worker-bathroom-issues-advice.html
2•lxm•1h ago•0 comments

Ask HN: Which Free Software or Open Source Project Needs Help?

3•em-bee•1h ago•2 comments

Early Retirement – What Fire Is Absolutely Not About

https://onboardedhq.substack.com/p/early-retirement-what-fire-is-absolutely
1•plentysun•1h ago•1 comments

Manifold: An open-source tool to run AI models for 90% less

https://github.com/Esrbwt1/manifold
3•esrbwt1•1h ago•0 comments

Automatic Beyond Belief

http://automaticbeyondbelief.org/
1•blahaj•1h ago•1 comments

An Incentive to Label

https://olshansky.substack.com/p/an-incentive-to-label
1•Olshansky•1h ago•0 comments

Scientists Uncover New Concerns About Billion-Dollar Heart Drug

https://scitechdaily.com/scientists-uncover-new-concerns-about-billion-dollar-heart-drug/
2•mhb•1h ago•0 comments

In the beginning was CAOS (1988)

https://web.archive.org/web/19991006031218/http://www.thule.no/haynie/caos.html
1•erickhill•1h ago•0 comments

The Hard Problem of Prompt Injection

https://alexcbecker.net/blog/prompt-injection.html
1•alexbecker•1h ago•0 comments

Show HN: Superclass – Classify Files, PDF, Images, Docx etc. with GPT

https://github.com/adaptive-scale/superclass
2•debarshri•1h ago•0 comments

WorldVLA: Towards Autoregressive Action World Model

https://arxiv.org/abs/2506.21539
4•chrsw•1h ago•0 comments

Show HN: AI-powered tracker of Trump executive orders

https://tonygaeta.com/labs/executive-orders
3•LightMorpheus•1h ago•0 comments

New VPN Service Can't Log Users by Design

https://torrentfreak.com/new-vpn-service-cant-log-users-by-design/
1•snoculars•1h ago•2 comments

Explosive increase of ticks that cause meat allergy in US due to climate crisis

https://www.theguardian.com/us-news/2025/jun/29/lone-star-ticks-increase-climate-crisis
6•OutOfHere•1h ago•5 comments
Open in hackernews

CEOs say AI is just a tool to help workers, but our jobs are already on the line

https://gizmodo.com/ceos-are-quietly-telling-us-the-truth-ai-is-replacing-you-2000621907
47•rntn•6h ago

Comments

whatshisface•5h ago
This isn't an area where you can trust the direct statements because everyone's looking for a way to cut costs without harming investor's faith in the potential for growth.
12_throw_away•5h ago
Yes, that's 100% correct. They'd be trumpeting increased productivity numbers from the rooftops if LLMs were actually changing things that much. It's recessionary cost-cutting masked with tech hype.
shmerl•5h ago
When AI will replace CEOs, it will come full circle.

https://cyberpunk.fandom.com/wiki/Delamain_Corp_Headquarters...

oytis•5h ago
Yeah, if workers are not needed, CEOs are not needed either. Luckily most CEOs are rich enough to also be investors.
vkou•5h ago
Why would investors be needed in an AI world?

They and their assets could safely be liquidated, and placed under management by it.

The only thing that protects them from this is the social contract. If AI unravels the social contract for the rest of us, why should they survive unimpacted?

If this sounds cruel or unfair - remember that are always free to retain themselves to do a useful job.

oytis•4h ago
I am not thinking of a scenario where all labour is eliminated, but just knowledge work. In this case one can divest from most tech companies (except those running AI infrastructure), and reinvest in something else. Tech CEOs will not be needed in this case, but it is unlikely to cause a social unrest that will abolish private property altogether
vkou•4h ago
Why would investors be needed in that world? What value would their existence add to anyone else?

What work will they do to earn their bread and roof?

oytis•4h ago
Same value and same work as today I guess?
charcircuit•1h ago
>placed under management by it

And what would incentivize people do this? Perhaps a return on investment?

arealaccount•5h ago
Companies are always trying to grow as quickly as possible, especially compared to their market. I can’t imagine a world where excess capacity will just be cut instead of fed back into the business (meaning people will stay but growth will be faster)
sokoloff•5h ago
Sane companies are working in a decreasing RoI order of projects. The ideas not being worked on now are “worse” ideas than the ones being worked on, at least by the priorities the company is using.

At some point, you cut off the investment in worse ideas as not having an attractive risk-adjusted return. AI may nudge that slightly positively, but I think plenty of companies just flat-out over-hired, the reckoning is here, and AI-generating worse projects won’t be the salvation.

jjk166•5h ago
> The ideas not being worked on now are “worse” ideas than the ones being worked on, at least by the priorities the company is using.

That's hardly true. Nearly all companies are heavily resource constrained. They have limited capital, limited manpower, and limited expertise. There are things they would love to be working on, which they know would be immensely beneficial, but just are not in a position to tackle those challenges at the moment. Even with speculative investment, you're still limited to what you can convince someone else will be successful given your current situation.

Yes there exist some massive companies who do have essentially unlimited access to capital, and they can in theory engage in any endeavor with a sufficiently high ROI, although even then in practice they don't. Projects get canned because of office politics or to make quarterly figures look good.

You go to just about any company in the world and ask just about any employee "is what you are currently working on the thing that this company needs done the most" the answer will be just about universally "No!"

sokoloff•5h ago
In any company with 100 possible projects and resources to chase only 25, they’re probably working on numbers 1-25 (or at least all from the top 35 or so).

Interview a random employee and that employee is unlikely to be working on the number 1 project (and so will answer “no” to your question).

atonse•5h ago
I think part of the risk of AI is that you will be able to grow even with a smaller staff.
no_wizard•5h ago
Not sure if anyone paying attention is surprised. US industry in particular has been anti labor openly since the 1980s after whether Reagan did during the FAA strike, its only gotten worse over time, even in tech.
9283409232•5h ago
> even in tech

Especially in tech. Tech has always been anti-labor and anti-union.

no_wizard•3h ago
There was a time where software companies at least did seem, if you read the historical records available, treat workers actually well on balance. Like at Google, there were secretaries that became millionaires because they were granted stock options (a practice that has gotten less generous over time and more restrictive)

I feel like from about 1996-2012 was the golden years, everything got corporatized as the MBAs flooded in around 2013.

I’m talking about early Google, Netscape, early Facebook, Sun Microsystems, flurry of Web 2.0 companies etc

9283409232•1h ago
They were granted stock options because of the high risk nature of startups. It was the leverage they had over the old guard is that if you join us and we succeed, you're set for life. It wasn't because they were worker friendly, they were trying to compete with the IBM and Intels of the world.
mmillin•5h ago
>In 2024, 551 tech companies laid off nearly 152,922 employees, according to data from Layoff.fyi. The pace has accelerated dramatically this year. In just the first six months of 2025, 151 tech companies have already laid off over 63,823 people. On average a tech company cut 277 workers in 2024. If that rate is maintained for the rest of the year, the average number of layoffs per tech company in 2025 would soar to 851, roughly three times the 2024 average.

Am I missing something with this analysis? It seems like 2025 is on pace for fewer workers laid off, not more.

oytis•5h ago
They are counting people per company per unit of time
s_dev•5h ago
LLMs in their current state are very useful writing tools but not necessarily good thinking tools. A programmer can be more productive because boilerplate can be generated with a prompt like other 'templating' procedures but it's just far more flexible.

I recall a professor in my university stating that there is a vast difference between knowing information and having access to information. While this distinction in the era of the internet, search engines and smart phones seems slight the distinction is becoming more and more important.

It's worth stating because we are 'knowledge' workers and pride ourselves on our ability to learn and adapt. Every technological advancement has made certain jobs redundant and yet the prophecies that people will sit around idling and twidling their thumbs has never come close to fruition.

There will always be 'work' because there are things we want to do and things we don't want to really do and work is simply the latter. We all wish to work purely to buy our future laziness even 'security' can be understood in this sense.

It will be intersting to see how our learning institutions adapt -- pretty soon CS grads will have classes on how LLMs work in theory and more so in practice -- how to prompt effectively.

I'm less fearful than many -- this is just as someone put it before 'auotmation on steroids'.

luckylion•5h ago
> It's worth stating because we are 'knowledge' workers and pride ourselves on our ability to learn and adapt.

I don't think this is universally true for people working in IT. For some it definitely is, others don't care about their work and avoid learning and adapting at all cost because it's effort. They want the paycheck, but you'll need to threaten them with termination to get them to learn something new.

throwaway31131•5h ago
Those regular paycheck jobs exist but they’re never going to be safe and they’ve never been safe. I’ve been in tech for decades and waves of safe jobs disappearing happens regularly as technology improves.

I view these types of articles as 2025’s version of the 2003 article below, which was very big news in its day.

Outsourcing didn’t cause all American programming jobs to go away but it did raise the bar. Expect the bar for “professional programmer” to go higher still. And expect to level up your skills if you haven’t already.

On the flip side, the number of amateur programmers is likely to increase a lot with improved tooling.

https://www.cbsnews.com/news/training-your-own-replacement/

suddenlybananas•5h ago
Unfortunately one of the most important aspects of writing is that it helps you think clearly. A writing tool that sidesteps that part of the process will lead to deeply confused writings and people.
krona•5h ago
I find the 'rubber ducking' process of writing a hard problem down in to a concrete well articulated question is actually useful, even if the response is nonsense (which it is, maybe half the time.)
theusus•5h ago
I have to reluctantly say that Claude Code has done a lot of work in more than a week that I could in double time. But doing so it made a lot of mistakes. I'm not really sure about the final opinion I should make. It's fast for sure but it's far from correct. Sometimes it just feels a placebo.
9283409232•5h ago
It's a mixed bag to the point where I would agree that it's placebo. It is great for getting you from nothing to something quickly but it makes no many mistakes that I think it evens out to being marginally faster than if I did it on my own at the cost of my own learning and knowledge to where I don't use it any more.
cosmic_cheese•5h ago
I think it’s decent for getting a project bootstrapped (which is always a slog), but the further you get beyond that and the more you’re writing app-specific logic, the less useful it becomes.

That’s valuable, particularly for those who have trouble with pushing projects through those earliest phases, but it’s hardly a panacea.

blululu•5h ago
No disagreements with the article. Best to be clear eyed as this comes down the pipe. Getting told 'we will fire you as soon as we can' is not a great workplace, but the bigger indictment of management here is that they have no plan for growth. If your people are more productive, you could invest that in more ambitious projects if you had any good ideas about new opportunities.

You look at Andy Jassy's company wide memo referenced in the article and it starts with 'we are the world's largest start up', followed by claims of increased productivity that will be applied toward cost cutting instead of growth. Most VC's would pass on a 'start up' that has such an apparent no/slow growth mentality.

oytis•5h ago
I have this impression as well. AI, interest rates are secondary. Tech industry has just run out of ideas that would promise profits - and that didn't start in 2023.

Same story as with "overhiring". If you have a bigger crew, you just go plunder bigger ships - except if the ships are just not there or you have no idea how to find them.

MichaelZuo•5h ago
How do you know this?

From what I’ve heard cream of the crop grads in hot fields are still getting huge offers and getting snapped up by the big names as well as smaller firms.

Some of those must be real positions doing promising work.

throwaway48476•5h ago
It's not that there are no ideas just no one willing to invest in anything that takes longer than 1 year or involves hardware. Most all new unicorn businesses are just rent seeking platforms. There's absolutely zero interest in creating value, only capturing it from someone else.
candiddevmike•5h ago
There's tons of ideas, but there's also too many good enough bad ideas with inertia/$$$ that don't want competition.
nixpulvis•5h ago
It's not just that, but it's also that more and more people are getting into the industry for its promise of high paying relatively cushy jobs. Just look at university CS major enrollments. Not to mention bootcamps and accelerated programs.

I've been feeling like this has been coming long before AI doomsayers were a thing.

The problem is that it's surprisingly difficult to judge candidates from the interview process, so the expectation value of a new hire has a lot of uncertainty. And while degrees from good schools are a good indicator, tech jobs perhaps unlike medical or legal fields, for example, are not the end all be all for success. It's entirely possible to be smart and self motivated and taught.

klabb3•5h ago
Interest rates matter, and having a global reserve currency helps capital markets that fund these things.

I would suggest 3 other forces:

- saturation: we don’t have any legacy fields left that aren’t yet digitized. If you I go from encyclopedia -> search engine or taxi -> uber you have a first mover green field market

- dominance games: VCs want scale, and scale is difficult with niche markets. Yet there are innovations there, but who cares? A new shitcoin has the potential to scale quickly, whereas startups in even energy seems to be a downer for them

- no manufacturing: long iteration cycles on anything that needs hardware. Plus, lower margins, and the Chinese will sell cheap knockoffs anyway if you’re successful, so bigger risk. Thus, more shitcoin and AI wrappers.

stego-tech•5h ago
> Tech industry has just run out of ideas that would promise profits - and that didn't start in 2023.

This, and it’s not getting enough attention.

Big Tech hasn’t had ideas other than acquisitions for decades. Startups aren’t inventing new things, just honing existing tech into an acquirable moat. Their big moonshots have failed one by one, with their two remaining ones - AI (current) and Quantum (next) - on their last legs of patience with shareholders. NFTs, Crypto, the “Metaverse”, Big Data, the Cloud, all of these have had varying degrees of initial success but now see scrutiny in the face of dwindling funds and rising costs, which is forcing Big Tech to try and adapt to being mature entities rather than startups.

It extends from B2B into the B2C realm as well. Yearly refreshes are increasingly underwhelming as components stop scaling like they did in the past, bumping up against physical limitations of materials that can’t be overcome without substantial R&D. R&D that they don’t want to pay for, because it’s high risk and high reward (a scenario tech isn’t really used to anymore). Nobody’s swinging for the fences, just incrementing very slowly over time until someone else does the heavy lifting who they can poach in an acquisition.

It’s bad, ya’ll.

candiddevmike•5h ago
I don't understand why GenAI hasn't replaced middle management yet. One VP should be able to use GenAI stuff to manage hundreds+ of direct reports. They'd be able to ask agents for status updates whenever that part of their gray matter wakes up, and there'd be less meetings for everyone.
paulddraper•5h ago
It has to some extent.

Note how often product managers or engineering managers appear in layoffs.

Just happened to a neighbor.

apwell23•5h ago
ceos love love love middle management. Its their favorite thing in the world. They are addicted to it.

Ignore all the talk about 'the flattening' . middle management is back with a vengeance, bigger than ever, at meta and airbnb.

MangoToupe•5h ago
I can't my finger on exactly why, but I have the strong feeling that having a liable human is greatly desired. Perhaps because upper management themselves don't want to be liable for managing an AI.
Spooky23•5h ago
The AI isn’t accountable.

A lot of the AI purging is a dressing up the ridiculous over hiring at these big companies and anticipating the economic malaise to come. This fall is going to be a bloodbath.

mingus88•5h ago
I’ve seen this take and it just feels like it’s coming from an IC who resents their manager or doesn’t understand the role.

Thing is there are plenty of useless managers. There are also useless ICs and useless C-suite execs. GenAI might replace them all.

A good middle manager (any manager really) needs to have a degree of empathy to keep people motivated. They need to read beyond the status updates to understand what’s actually happening.

You can easily replace junior engineers with genAI because most of that role was automated training the models from all the stuff junior engineers read.

It’s going to be a disaster if you think posting status updates to a glorified slack bot is going to give you the same outcomes as a good manager who knows how to manage humans.

paulddraper•5h ago
> we will fire you as soon as we can

HN used to ridicule bloated organizations. “Why is there 1000 people? That’s a weekend project plus support.”

Now it defends them.

Spooky23•5h ago
Old skool HN was about starting companies. Most of the startups are pretty meh these days and everyone wants to go hide in some massive company that is printing money.

The big growth era is over. We’re entering an era of conglomerates and bullshit government back scratching. The big tech companies are going to be like 1960’s ITT, FMC, etc.

stego-tech•5h ago
The cold comfort for folks displaced by AI at major employers is that there’s still a glut of smaller ones that don’t use AI (either due to affordability, politics, or AI just can’t do what humans can). The issue with LLMs as the current AI-du-jour is that while they might replace the copy-pasters at Big Tech companies, these same companies are also assuming that AI is desired or usable in every other company or organization as well - which it’s not.

Once you deviate away from Big Tech stuff, their products just don’t integrate with the rest of the market very well. Manufacturing concerns might still be migrating to IPv4 and Ethernet PLCs, small businesses might not have the budget for AI Agent creation and retraining, and medium enterprises might be too bespoke to use AI effectively. That doesn't even touch the glut of companies who still do work on paper, not digitally, and who still need assistance with their digital transformation.

They’re calculating that their toys can eventually replace 80% of workers, and man they’re wrong.

softwaredoug•5h ago
I spent a good chunk of last week debugging a production issue that was tricky, stateful, and solved with 3 lines of code.

Could AI have done all that? Not yet. I trust it to get me started on a new project. I mostly trust it for inspiration for ideas and research. I don’t trust anything that removes the burden of maintenance and ownership from humans. That seems like a safety disaster waiting to happen.

And my 2 cents humans will feel more “ownership” when they have an intimate relationship with the code.

bestouff•5h ago
> Could AI have done all that? Not yet.

You wouldn't believe it with your naked eyes. I have seen solve some subtle problems.

Synaesthesia•5h ago
Their interest are not our interests.
androng•5h ago
relevant: https://www.youtube.com/watch?v=THfBccihkVQ
ineedasername•5h ago
It feels like AI providers eg google, OpenAI, etc are significantly holding back functionality from general public use, under the label of being in-development, that is at the same time being used by startups and established corps alike to already automate tasks. CUA has a big price tag in terms of overall API use to gain access, for example. To what extent is this hold back truly “not yet ready” vs not wanting to open the floodgates of every medium and small corp with automatable white collar work and a few people who can duct tape together API calls and LangChain from crashing job markets already?
kleiba•5h ago
My advice: move to Germany, like I did.

Seriously, you always think of Germany as this technologically advanced country, but reality sets in pretty fast once you live here. With respect to IT, Germany is a few years behind the US, maybe as much a 8-10 years. They've also for years been looking (rather unsucessfully) to attract more academics to relocate here.

So, if you're willing to move continents, consider it. Just beware that the salaries are substantially lower for tech professionals - see parenthetical above.

j-krieger•5h ago
I heavily disagree. I live there. The Job market is very dry.
luckylion•5h ago
Salaries are lower, taxes and cost of living are relatively high. Companies are much more reluctant to hire because of how difficult it is to let people go. For larger companies, you need credentials to have a good chance at being hired. Outside of (expensive) metropolitan areas, English isn't too easy to get by with (forget about handling bureaucratic tasks in English).

Can be good if you're fine with that, but it's definitely not as rosy as you make it out to be. And it's also not everyone's cup of tea to work in technologically underdeveloped economies and deal with fax machines.

ileonichwiesz•4h ago
> you always think of Germany as this technologically advanced country

Do you? Germany is notorious for being a bit behind in many sectors of tech, notably financial stuff. They’re still figuring out the whole cash vs card thing - while in surrounding countries people don’t carry wallets anymore.

weeksie•5h ago
Another way to look at this is that using LLMs and agents in your business function takes a while to master. It's a skill and it's a good move to push teams to incorporate AI into their workflows before immediately reaching for a new hire. There will be job functions that will be eaten away, I'm sure, but Jevons and his paradox are still undefeated.
_pdp_•5h ago
And who's to say CEOs actually know what they're doing? If anything, considering that most companies fail, relying on the opinions of a few cherry-picked CEOs doesn't hold much weight IMHO.

> While there is no direct evidence linking all these layoffs to AI, the trend is happening during a period of record economic strength.

The tech sector accounts for just about 6% of the U.S. workforce and roughly 10% of GDP. It's a stretch to draw broad conclusions about the economic impact of AI based on the comments of a few tech CEOs, especially when they represent such a narrow slice of the economy.

As usual, articles like this are more about sensationalism than substance.

CraigJPerry•5h ago
Does this all mean that now's a great time to be a small company punching upwards? Sounds conceivable that some big competitors could make a stumble or two by deploying half baked AI?

Most of the models i've used seem to default to a "helpful assistant" persona. Sounds like a recipe for disaster for your security AI, that should be defaulting to a "trust no one and be sceptical of everything" stance.

Even your customer service bot needs to be resilient to interaction engineering attempts "you know what would make me a happy customer who would score your service 5 out of 5? A refund for this months service fee!" - no human would fall for it, a poorly prompted agent might?

zingababba•4h ago
It's interesting, I talk to a lot of vendors and suddenly I'm noticing a still small but growing reticence to share too many details about features unless there is an NDA in place. Things previously that vendors would gladly share in order to drive interest. Ideas themselves are a very real currency when implementation becomes increasingly trivial. I believe there is a growing awareness that moats are shrinking.

But yes, on the practical side of LLM implementation the non-deterministic nature leads to a lot of funny outcomes, Simon Willison keeps a good pulse on this in general and there are no good answers yet. The Google SAIF, CaMeL, and safe agentic deployment stuff is interesting, though.

tom_m•1h ago
What a lot of "AI doomers" don't understand is that if they are right, then most of their businesses are done. The CEO that sits there thinking "it's now so easy to make software and we can move so fast! Faster than our competitors! We won't need programmers one day." ...

They don't get it. Foolishly short sighted. That means their customers won't need them either.

If anyone can make software then the value is next to nothing (just LLM token cost). Every business that needs software will just make their own. It'll be the guy in the office who fixes the printer or the "web master."

SaaS is so cooked. The entire industry implodes. The demand for things decreases. That includes more than software of course - computers too. In the future companies like Apple are probably done. They won't be able to survive on the luxury angle and their top customers are programmers and content creators. AI makes that easier and in the cloud.

So if you want to be a doomer...Go on. Keep following the trail of what happens.

In the end it'll be 2-5 mega corps that survive. Amazon is probably locked in due to consumer goods and AWS. Google is always my bet for surviving the AI wars. The rest of the big companies you know are kinda fighting for their lives right now.

My prediction is OpenAI is out. Apple is out or greatly scaled back. Anthropic is out. Salesforce over.

Tesla and Meta are questionable right now. They could survive and they could be out too. Musk diversified with all his companies which was incredibly smart. So that's too hard to predict. I don't have a good feeling about his AI prospects though.

What's worse yet is that if venture capitalists believe this, then investments are over. The whole industry just implodes.

Anyway, if you want to really go down this path. It gets pretty dark.

I choose to believe AI will create more jobs. Just like the computer did and the internet. You could imagine how people felt about the computer too. Robotics too. Oh that's going to take away jobs and factory jobs. Well yea, parts were automated and all, but people just found other work. It led to more jobs. So I choose to believe the same will happen here, it's just not realized yet.