@@AmlalElMahrouss1 *Revelation 3:20* Behold, I stand at the door, and knock: if any man hear my voice, and open the door, I will come in to him, and will sup with him, and he with me. HEY THERE 🤗 JESUS IS CALLING YOU TODAY. Turn away from your sins, confess, forsake them and live the victorious life. God bless. *Revelation 22:12-14* And, behold, I come quickly; and my reward is with me, to give every man according as his work shall be. I am Alpha and Omega, the beginning and the end, the first and the last. Blessed are they that do his commandments, that they may have right to the tree of life, and may enter in through the gates into the city.
Im SO glad that instead of learning to code during covid like I felt bad about procrastinating on, I became an alcoholic and found myself through recovery. Way better way to spend my time.
Our intelligence shouldn't be ranked in IQ anymore, but in costs with o3 as a baseline. For example, my coding level is worth around 12 cents per hour, because o3 would achieve 100 times as much as me with a minimum wage budget.
@@StudyMusicAssist always has been. At least in most countries, there are set values the government will subsidize in order to train a doctor or engineer for example through post secondary / course funding and coop programs.
@@ILoveTinfoilHats that's true, but that doesn't give a direct monetary correlation of their intellectual output. Not to mention (back then) IQ didn't always correlate to higher profit. But with this is seems like that's now the case
16 years in programming i still don't see my job in danger anytime soon...but i love using chatgpt for tedious work like processing json bodies or writing documentation 🙂
You should be pretty safe when taking into account that devin absolutely sucks, and that an AI-agent that can solve a complex multi file codebug seems to be nowhere near with all the technical challenges it would have to overcome
@@ibgib yes, but its not out yet, so I (and others) cant test how good it is. I would expect it to be a bit better than devin tho (which isnt that hard...)
My God, do I love enthusiasm of people who think AI will become smart enough to independently run global Tech infrastructure, finance system and medicine, but it will not become smart enough to produce a robot capable of fixing air conditioner and installing pipes.
humans can run infra, finance and medicine, but so far, they cannot produce a general robot... at least not right now... anyways, 10 years down the line
@@o1-preview they can, its just not affordable therefore little monetary motivation behind it, military uses em often though, they got transport bots, rescue bots, repair bots, self piloted drones, etc etc
There many variables in the real world, which is the main issue. There are an infinite amount of variables that would need to be processed and understood even from one house to the house next door, let alone a generalized subset of "houses" to tend to. Second, it's extremely difficult to create a multipurpose robot capable of a wide array of intricate actions. It's one thing to be surgical with a scalpel in a stationary room where everything always looks the same... You seem to be conflating decision making and management with actionable positions that, while require the former, are not entirely reliant on them.
Serious question (please dont laugh even if it sounds stupid,trying to learn here) When the engineers who work in maintaining these systems die/retire...would old or legacy systems be able to find juniors in these old technologies proficient enough to replace them? I have noticed that a lot of students just hated C as a language bc of the pointers and the dynamic memory allocation issues that they had during assignments, I myself dont like c but prefer java and c#,but I have seen this trend that most CS students are choosing more modern languages like python or JS, rust or go I still havent met a single person who even knows someone who programs using COBOL....like how would these places migrate their systems if there are no proficient/senior people left? Or maybe there are seniors left but very few ppl to actually do something?
@@G2rtTr they won't find them, and will pay stupidly high wages as an incentive to learn COBOL. 👀 Paying one guy $300k/yr is probably still way cheaper than migrating away from legacy tech...
1:20 how many times does open air have to release bench marks that significantly over sell the capabilities of their model for people to not trust their bench marks anymore?
We have to wait for real world consequences of corporations spending billions on these AI Agents only to find out they can't actually fix their bugs and firing their engineers was a mistake.
Don't trust any benchmarks for any LLM. Even if done honestly (which most are not), they represent just a narrow line of questioning. It's best to test every model yourself with your own real-life problems and requests.
Funny thing is how we thought AI would help us with doing the Stuff that are supposed to be literal chores so we can spend more time minding stuff that's important, but it seems like Tech Mega Names are trying to do totally opposite and it's not in favour of Humans lmao.
I turned down a job to train and program AI because not only would I be hastening the downfall of humanity, I also would be training a robot to take my place. Now I just train AI models for free with my wizard YT comments.
I worked in tech support for SaaS startups for over ten years. Now, I can't even get a first interview. Guess I've always been ahead of the curve lol.. I started my own independent tech support business, and it pays well, but it's tough getting customers.
5:36 - I know people exactly like this :D brings back some nice memories. for example when they used teflon tubing for insulating the gold wiring inside the STM head, but after vacuuming the chamber and lowering it, the teflons broke due to being brittle at such low temperatures. vacuum was gone, had to vent and open the whole thing and bake it in an oven an clean it. takes about 3 months of non stop work.
Here are my baseless predictions for this year also: 1- AI LLMs will slowly keep improving, no AGI for the foreseeable future 2- AI agents will have niche uses as always, security guards will still have jobs 3- Robots will slowly keep improving, not be affordable, maybe dogs. Agree with 10 years. 4- More tech layoffs, more ML jobs 5- Brain chips will continue to get better and reach more people. EEGs won't go anywhere 6- AR/VR will keep it's niche, grow slowly 7- Quantum computing won't break encryption 8- Project tractor to change C++ to Rust, not sure, might work 9- JS frameworks will become more AI friendly 10- Altcoin scams continue, microstrategy loophole will get fixed 11- Trump-Elon won't legitimize cryptocurrency, adaption will continue 12- Monopoly breaking will continue, but giants will still be dominant 13- People will self host a little more, AWS won't be significantly affected or shift their business model
for number 11, if they do, I predict an economic collapse and an east overtake of geopolitical socioeconomic factors I agree with every prediction you made, they sound very conservative, as in, nothing truly wild
0:41 It's on January 3, 2025 or Rajab 3, 1446 AH and you're watching Fireship Videos about Amazing Future Tech Trends in 2025 on the Code Report Series.
I asked o1 pro to write a simple command line program to use a particular create, and not only did it not use the crate, but the code didn't even compile.
Where are you going after you die? What happens next? Have you ever thought about that? Repent today and give your life to Jesus Christ to obtain eternal salvation. Tomorrow may be too late my brethen😢. Hebrews 9:27 says "And as it is appointed unto man once to die, but after that the judgement
I don't want a robot dog with a gun strapped to it's head. Preferably I want the gun preinstalled, built into the actual design of the robot. This isn't fallout, yet.
Right ? We want it to extend out of its eye or nose or something. That's what's wrong with the world these days - we used to have _aspirations_ y'know ?
you cant do that. We at big tech company say that we dont have enough space in the robot to integrate a gun, much less a usbc port. Make the robot bigger? Not possible, we dont know how to stretch the chassis
I swear to God, I checked on your UA-cam account today morning (EAT) and wondered "Where is Jeff? It's been a while since I have seen one of his masterpiece" 😅😅😅 Speaking of the devil... 😂 Nice to have you back sir...
I was in middle of a python learning session while i saw on youtube, oh cool a fireship video they are really fun to watch. Watches the video. Gets unsettled. Questions learning python. :)
have you consider becoming a cosmic star? they'll be fed sun light radiation... we're still 15 years away from getting to that point... maybe they'll take you as a mechanic in case of major solar storms
I am a developer, I worked remotely for 1 year, but now I am unemployed due to the lack of vacancies. This topic causes me a lot of discussion because development is not easy, it takes a lot of time to get used to it and delve into the details. I have been studying for 2 years and this is my career and I am very afraid for the future and its development. I don't want to waste so much time. What would you recommend?
you better make something where you can earn money for free. since you are jobless now. why don't you try making a blog website and write a script that will scrape data from other website?
calculate how much money you can keep applying for jobs full time if you run out of money get a job not related to your field keep trying until your either do get a job in your field or live life outside of your field of study might be worth to get into academia or join the army, depending on your situation
tbf 3 years is nothing, people swap careers and "restart" often, I know plenty of people doing well who only started their current career in their mid-30s the only thing you shouldn't to do is nothing, if you absolutely want a job in that field you can still work in a different field while looking, look elsewhere too, if you aren't willing to move for that career then maybe you don't want that career that much to begin with or you can work on a solo project depending on the career, they supply a bit of income and also go great in the resume or just go back to school and get something else, not only will it give you more job opportunities, 2 degrees would also help you stand out, you aren't doing anything anyway right? the world isn't fair rn and only people who go above and beyond will get rewarded
hey, great video! as someone working in AI, wanted to add a quick note on the AGI timeline prediction - most researchers (including our team) think 2025-2026 is way too early. even the current frontier models (Claude 3.5, GPT4o) still struggle with basic reasoning. what we're seeing is more like narrow AI getting really good at specific tasks the job market prediction is spot on tho - we're definitely seeing AI augmenting rather than replacing devs. at jenova ai we work with lots of companies, and they're all increasing their tech hiring, just with different skill requirements (more AI/ML focused) ps. that coding demo with the self-debugging AI was pretty mind blowing 🤯
One of the currently intractable problems is moving a piano and pseudointellectuals genuinely believe AGI is feasible in the near future, and even then that would just be a big math model whose calculations can be geared to solve any task potentially better than a human, but that’s not genuine thinking, a precursory reading of Searle puts that idea to rest
If it could solve any task or problem better than any human, then why would it matter whether or not it meets your own personal definition of “thinking”? Surely that’s like saying that planes aren’t actually flying because their wings don’t flap?
@@adampenbrook5751well he probably is talking about known problems in the form of done in a way by humans before, the problem is it cant actually reason, the fundamental Algorithm doesnt suggest it ever can, nor does the current o3 show any real improvement looking at how it failed at super simple things, what we will rather see is that it will be a highly useful general purpose calculator(not exactly that, but if you think about what a calculator can do i think its similar), with maybe a bit room for error, so it will probably end up as a tool for most things, but that wont stop it from deleting alot of jobs, i personaly dont think llms can realistcaly ever reach AGI on their, own or if so, the amount of data and energy required would be way more than we can reasonable expect to get anywhere in the near future(and i am not talking about a bit more than what we have currently), AGI will probably come but not from LLms. What you need to know is that they actually only mimic reasoning, so even the case mentioned is quite unlikely, but maybe they can manage to train it enough that most things can be done by it.
this argument falls apart when you realize freedom of thought has not been proven for the human mind and is still one of the biggest philosophical debates
If you see it in the context of "10,000 hours to master a skill" that makes you a master of 8 skills potentially, or an old sore loser, depending on the individual.
you know the biggest point against LLMs is that it just generates codes it can't really think it cannot connect 2 totally different things to make something new its not really creative even with reinforcement learning but yeah most repetitive jobs can be easily replaced
There have been progressions in this. In very large LLM's some neurons were found to be 'learning' neurons. They kick in if the task at hand is very sparse in the training data or if other neurons express 'doubt'. It is not human learning yet but it does point to an area where some basic type of learning becomes real.
Although you may sound like a AI sometimes, but I do cherish and love your videos, making semi-tech guy like me to grasp the nerdy development under media radar. You sum it well, cherish those human friends we can get along, and you’re one of it though we have not yet met. 😊
you know, at one point I clone the voice of an anime character and used an open source LLM to pretend to be it. it was one of the most surreal experiences I've ever had, since it was avm level of speech and a great friend, unconditional love dystopian sci fi shit
o3 was tuned (as also shown in the graph) on the same tests it was supposed to beat, so there's no general reasoning, but it's the same old stuff. The o3 tests on ARC is just smoke and mirrors for investors.
most of the AI tests are also made to check if AI is usefull at all, if you look at the example problems of the SWE-benchmark, then you realise that the results from o3 are really not that impressive...
@toocrazy4030 yep. Almost all benchamrks are done on already solved Leetcode issues, or shitty TODO apps. I can be as fast as GPT in copy pasting answers from stack overflow
Here's the thing. Some of the questions change every time. No amount of stochastic parroting can help to brute force results. Interestingly enough some of the questions have incorrect answers and the AI actually got the right answer.
0:26 Why is it called the Year of Linux? Because, Microsoft will End the Support of Windows 10 at the End of 2025 (October 14), and the Computers/Laptops that aren't Supported to Upgrade to Windows 11, will be Switched to Linux or Buyed a New PC (or Macs).
Sadly it's not true though Microsoft released that they will allow support for Windows 11 on all computers. I do wish Linux will come sooner but it doesn't seem to be the case.
@@couldntfindafreename Wym? It was perfectly sensible for microshit to require users to have a 5090, an i9-14900k, an AM5 motherboard and 128GB of RAM. Why? All in order to open task manager running at 10 FPS
Hey, maybe 2025 is the year to do that :) I know what you mean though, I'm in my 40s, divorced, and have one friend that isn't a relative or neighbor. Definitely lost more friends along the way over the last few years than I've made.
@@sumitsingh-CANDY That's really nice, thanks. Another ongoing issue is the fact that Western nations are being colonized by India (along with every other country). I want to make friends with other White Americans who aren't degenerates, but aren't total squares. That's part of why I don't have many friends; I'm picky about who I want to include in my life. That's also part of the evil of "diversity"; we all become atomized and isolated when the people around us don't have any kind of shared culture or history.
I've been trying to convince myself there will be a fully-functional-out-of-the-box Linux desktop for as long as I've been trying to convince myself I like Primus.
Should us software engineers just find a new career path at this point? Between myself and others I've heard from, its almost impossible to land a job since most of the postings on popular job sites are just ghost jobs.
Have you ever attended a career fair? Where I live, there is not even really a tech scene. We had the lowest funding out of our whole country for investment in tech. My point is I do not live in anything like a tech hub, such as certain areas in the states. I was still able to find lots of organizations that host career fairs, and meet and greets. I met my current employer I’ve been with for around 2 years there, and another org hosted a night where job seekers and hiring companies can mingle and play board games. I believe that is the most reliable way to job search, treat job boards like dating apps. Always possible to score with enough volume, but not worth 100% of your focus. Place your attention in real life interaction, networking (not LinkedIn networking behind a screen) and shaking hands. It still works despite what anyone says. I barely understood JavaScript and was hired as a developer for a large ISP, my manager later told me it was because of my personality and ability to communicate, so it’s not because I’m some wizard compared to everyone else at the career fairs
Amazing, thank you for posting this. As someone who was a Flash MX web design integrator and java/html prorgammer back in 2008, i left tech to grow salad and mushrooms to the point I lost all track of the computer world, but now as I age I want to start learning tech so I can have an creative remote career while I do my farm on the side scale. I've learned Arduino, and become vastly familiar with Ai programs, and blender, but have been looking for some sort of direction, while it would be nice to be a video game asset designer, I think getting into data center service tech is really the best tech career in the future, but those jobs might get replaced with robots since it's managing the data Ai utilizes, so wouldn't Ai design the most automated facility at some point? My ultimate interest is creating a fully automated Arduino greenhouse controlled by Ai that is fairly automated so I can do wholesale and sell the greenhouse automation system design which will mainly be 3d Printed. Anyway being an asset designer in the videogame industry sounds fun but is pretty low rung for tech although with good options for pickup work, but it will eventually be more of a Ai asset cleanup and editing gig, which with my farm could be enough income to live comfortably while I learn a higher career path skill by learning C or SQL, but I dont think it will have the retirement potential as other tech careers, but I would rather do what I enjoy. Anyway thanks for the video, it gave me hype for all this studying I've been doing.
It's a lot more than 10x, man. Over the last two weeks, I've done 7 years of coding work. Dropping the sources, a new app and cognitive measuring framework soon.
The graphic at 1:00 seems to mislead the viewer (I stopped watching after this). You say the new model does well on the benchmark, but the graphic shows that the new model performs just 12% better while the cost per task is over a hundred times higher. Doesn't this mean, that instead of performing well, we're having a huge issue since minor improvements cost extraordinarily more money to perform?
Even if agi gets released it'll not replace any job... cause for now operating cost will be much higher than hiring an actual human.. if somehow they reduce the operating cost like 100$ or even 1000$ a month then we are screwed
What made me reconsider my skepticism regarding o-3 is François Chollet’s comment about the model not relying solely on brute force but showing real reasoning breakthroughs. The o-3 model’s failures in the Arc-AGI prize are also interesting. Even the wrong answers reflect the right idea but the model botched it up, with what looks like it's unability to generate the grid with pixel-perfect precision, especially with 30x30 grids. But you can see that it clearly understood the reasoning challenge and had the right idea. Some of the wrong answers are almost correct, except there's like one missing row or column or an extra pixel here and there. So the size of the grid is a crucial factor. In fact, o1-mini can also consistely solve a smaller grid task but fails everytime if the same reasoning challenge is "enlarged" to bigger grids. Like, keep the same logic, just add more rows and columns, and the models fail. But that shouldn't happen, as the reasoning difficulty that ARC is designed to measure should stay same regarding the grid size.
Exactly. Among people i know i have noticed that most of the people spreading the "bye bye devs, AI will take your job soon" ideology are people who are either completely not related to IT, those who wanted to get into it but failed miserably or those who do stuff like wordpress websites using templates and think they're software developers lol
@@mymoviemania1 completely fair point, but also absolutely different from the parabolic statements that LLMs or "AI" will replace devs. developers have been optimizing and automating positions for a long time, it's a big part of what we do. new positions emerge.
You could also say that everything I’ve learned in cognitive science suggests that intelligence or superintelligence would be something that outperforms any human in most fields and is capable of generating new knowledge. Essentially, AGI is only valuable if it can create new ideas and produce research output independently. Otherwise, it’s just task automation or logic, nothing more.
@@timbred8532 Sometimes I use DeepL, which is not an LLM but a grammar-checking tool for a decade, even though it is incapable of properly correcting Bokmål, Dutch, or German. Or do you think that just because someone is a non-native speaker, they have to write like a first grader?
@@sad_wrangler8515 I see, I mistook you for a bot. I suspected such because from a 'native' perspective, language models almost always write in a technical and didactic style. I guess translators can't translate syntax.
@@timbred8532 It may sometimes sound like that, especially for German and Scandinavian speakers, because people rarely stop to translate in their own minds, bit by bit, the word order and sentence structure of their native language. As a result, it may sound quite generic or constructed to a native speaker. Most of the time, my English is essentially a word-for-word translation from German or Bokmål into English, without much regard for proper English.
well spitting out too much is easy to fix with prompt engineering if you're working with the API, more of an issue with the way chatGPT is prompting the model that you're pointing out
@@DDracee I also thought that the initial 4o responses had worse reasoning than gpt4, having the gpt work more autonomously complicated the prompting process rather than simplifying, but agreed, if you are a frequent user you may well find more success with the control the API offers for when it matters.
It's still too tricky to use for normal folks, like installing programs over a browser is still way too complicated for people with no IT experience and also most Linux distros are still a pain in the butt.
Your career doesn't have to suck... get the free 80,000 hours guide here 80000hours.org/fireship
let me have my agent read that for me and get back to you
@@JohnneyleeRollins
Jesus is the way, the truth and the life. Turn to him and repent from your sins today ❤️
am I the only one that's human??
@FaselGodbcho-e7w no. see, you are not human.
Im just going to hook a willow chip up to a crypto miner and earn quadrillions of dollers
As a Large Language Model myself, I support this video.
Me too!
As a thinking LLM I will think about it
Dead internet theory at his peak
@@nikhil_jadhav you are the only one I believe is a LLM bot with your fresh 1 year old account 🤖
@@AmlalElMahrouss1
*Revelation 3:20*
Behold, I stand at the door, and knock: if any man hear my voice, and open the door, I will come in to him, and will sup with him, and he with me.
HEY THERE 🤗 JESUS IS CALLING YOU TODAY. Turn away from your sins, confess, forsake them and live the victorious life. God bless.
*Revelation 22:12-14*
And, behold, I come quickly; and my reward is with me, to give every man according as his work shall be.
I am Alpha and Omega, the beginning and the end, the first and the last.
Blessed are they that do his commandments, that they may have right to the tree of life, and may enter in through the gates into the city.
I'm gay but there's too many comments so no one will ever know
You better not live in the Middle East
They will know!
You cant hide
trump gonna deport u back
We know
I sadly passed away last year
I'm sorry to hear that, but I'm glad you LLM is working as expected
Rofl... that's so hilarious
We’re going to have to make some behavior patches though. Your LLM contract included use in 3rd party AI dating apps.
rip
Me too, several times.
yeah, time to start my remote forest hermit story arc and become local folklore
Where will you hide when they chop down the whole forest so that a guy can roleplay with a bully girl ai.
@ I’ll migrate into the mountains probably
the lore of the folks
Im SO glad that instead of learning to code during covid like I felt bad about procrastinating on, I became an alcoholic and found myself through recovery. Way better way to spend my time.
"the real treasure is the friends we made along the way"
sometimes we forget the basics.
Jesus is the way, the truth and the life. Turn to him and repent from your sins today ❤️
@@JesusPlsSaveMebro begging 💀
sad to see how many people made the wrong turn in life due to not having a friend at the right time.
*ChatGPT joins the chat*
The One Piece is real
We can be friends 🤣
Ah yes 2025 the year of the Linux Desktop.
This time for sure!
I user mint btw
Aint hapennung tgis year either as far as i can tell
@@hike8932 Hope it never happens.
the year of the linux desktop is always:
date | awk '{print $4+1}'
Our intelligence shouldn't be ranked in IQ anymore, but in costs with o3 as a baseline. For example, my coding level is worth around 12 cents per hour, because o3 would achieve 100 times as much as me with a minimum wage budget.
thats wild, we need LLMs to replace the sportsball players
That's depressing that human intellect can now be objectively measured in monetary terms.
@@StudyMusicAssistits better to be able to do that in order to improve better
@@StudyMusicAssist always has been. At least in most countries, there are set values the government will subsidize in order to train a doctor or engineer for example through post secondary / course funding and coop programs.
@@ILoveTinfoilHats that's true, but that doesn't give a direct monetary correlation of their intellectual output. Not to mention (back then) IQ didn't always correlate to higher profit. But with this is seems like that's now the case
16 years in programming i still don't see my job in danger anytime soon...but i love using chatgpt for tedious work like processing json bodies or writing documentation 🙂
I'd take documentation written by ChatGPT over no documentation at all tbh 💀
11 years in the software industry. I want AI take my job so I don't have to do it anymore. It keeps promising but not delivering.
You should be pretty safe when taking into account that devin absolutely sucks, and that an AI-agent that can solve a complex multi file codebug seems to be nowhere near with all the technical challenges it would have to overcome
@toocrazy4030 have you seen Jules?
@@ibgib yes, but its not out yet, so I (and others) cant test how good it is. I would expect it to be a bit better than devin tho (which isnt that hard...)
5:55 I'm a clown connoisseur and a prominent circus visitor, but that TRACTOR thing rewriting C/C++ into Rust with a help of LLMs got me good ngl
We got fewer buzzwords mentioned. The world is healing indeed.
Ehh, its just that half of the buzzwords were replaced with AI.
I happy he didn't waste a lot of time talking about js frameworks
@@Flosus AI took our -jobs- buzzwords?!
how is AI not a buzzword? 😅😅
We just need to keep making same CRUD PHP c# js python apps!! Keep our jobs and dont reinvent everything with buzzwords… CRUD IS ❤
It will be over when we hit the o7 model.
two more weeks
Going on their naming scheme, that's the next iteration 😵💫
@OriginalRaveParty it went from O1 to O3 because O2 is a trademarked name (British telecom company)
you mean the 007 agent?
Maybe o7 will finally know how to push to master.
My God, do I love enthusiasm of people who think AI will become smart enough to independently run global Tech infrastructure, finance system and medicine, but it will not become smart enough to produce a robot capable of fixing air conditioner and installing pipes.
humans can run infra, finance and medicine, but so far, they cannot produce a general robot... at least not right now... anyways, 10 years down the line
Yup, I wish I was dumb enough to believe all the silly AI hype. Seems fun :/
I mean, some new form of Ai in the near-distant future could of course arise but these LLMs won't do the trick xD
@@o1-preview they can, its just not affordable therefore little monetary motivation behind it, military uses em often though, they got transport bots, rescue bots, repair bots, self piloted drones, etc etc
There many variables in the real world, which is the main issue. There are an infinite amount of variables that would need to be processed and understood even from one house to the house next door, let alone a generalized subset of "houses" to tend to.
Second, it's extremely difficult to create a multipurpose robot capable of a wide array of intricate actions. It's one thing to be surgical with a scalpel in a stationary room where everything always looks the same...
You seem to be conflating decision making and management with actionable positions that, while require the former, are not entirely reliant on them.
In general when watching podcasts or videos like this I have to speed them up by at least 1.25x but not with you Jeff, you're awesome, keep it going!
My gf unfortunately did not survive 2024. RIP Bri, I hope wherever you are you found the happiness you couldn’t here
bruh
My condolences.
My condolences,
My condolences
My condolences
The government is trying to move C to R, meanwhile most critical US infrastructure is still reliant on FORTRAN, COBOL or AS400.
As long it is not C
C stands for Communism we cannot tolerate any of that in the army.
is AS400 a language? i thought it was a hardware/system architecture
Serious question (please dont laugh even if it sounds stupid,trying to learn here)
When the engineers who work in maintaining these systems die/retire...would old or legacy systems be able to find juniors in these old technologies proficient enough to replace them?
I have noticed that a lot of students just hated C as a language bc of the pointers and the dynamic memory allocation issues that they had during assignments, I myself dont like c but prefer java and c#,but I have seen this trend that most CS students are choosing more modern languages like python or JS, rust or go
I still havent met a single person who even knows someone who programs using COBOL....like how would these places migrate their systems if there are no proficient/senior people left?
Or maybe there are seniors left but very few ppl to actually do something?
@@G2rtTr they won't find them, and will pay stupidly high wages as an incentive to learn COBOL. 👀
Paying one guy $300k/yr is probably still way cheaper than migrating away from legacy tech...
As soon as Jeff isn't replaced by an AI, we are good. I'm gonna call it Jeff test.
he automated his yt back in 2023
But if he goes who will be here to tell us we're doomed?
We call him yeff here.
Haha the Arc Jeff test
he name jeff
1:20 how many times does open air have to release bench marks that significantly over sell the capabilities of their model for people to not trust their bench marks anymore?
We have to wait for real world consequences of corporations spending billions on these AI Agents only to find out they can't actually fix their bugs and firing their engineers was a mistake.
benchmarks*
Don't trust any benchmarks for any LLM. Even if done honestly (which most are not), they represent just a narrow line of questioning. It's best to test every model yourself with your own real-life problems and requests.
@@krasserTerror i think your comment glitched and ended up in the wrong thread...thanks yt
Trust-me-bro-benchmark
Dude...thank you for pimpin 80,000 hours. That's a damn good cause, and they deserve more time in the sun.
I agree they've been pimpin me for years
Funny thing is how we thought AI would help us with doing the Stuff that are supposed to be literal chores so we can spend more time minding stuff that's important, but it seems like Tech Mega Names are trying to do totally opposite and it's not in favour of Humans lmao.
Either there is no investment money for automating house chores or the metrics for house chores cant be cheated.
Its almost like they are for profit companies and important stuff is more saturated with money. Welcome to capitalism.
This is crazy. So much information in that video, and the sarcasm is priceless! Thank you!!!
What sarcasm??
@@CaptTerrific It's almost impossible to tell but assuming the Fireship guy knows what he's talking about there was a lot of sarcasm in that vid
Bro found his yt password
nope, he just took a while to notice the server was offline, fireship automated his videos back in 2023
It was cracked by a quantum computer
?????
most original joke ever
Hey V-Sauce! Micheal here?
Feels so good to know we all gonna lose our jobs 😃
About time
Hated it anyway. Just waiting for UBI to kick in the next few years
@jld-ni3vf Thinking UBI would ever happen or stick. Is like thinking remote work would stay lol..
I turned down a job to train and program AI because not only would I be hastening the downfall of humanity, I also would be training a robot to take my place.
Now I just train AI models for free with my wizard YT comments.
I worked in tech support for SaaS startups for over ten years. Now, I can't even get a first interview. Guess I've always been ahead of the curve lol.. I started my own independent tech support business, and it pays well, but it's tough getting customers.
5:36 - I know people exactly like this :D brings back some nice memories. for example when they used teflon tubing for insulating the gold wiring inside the STM head, but after vacuuming the chamber and lowering it, the teflons broke due to being brittle at such low temperatures. vacuum was gone, had to vent and open the whole thing and bake it in an oven an clean it. takes about 3 months of non stop work.
Here are my baseless predictions for this year also:
1- AI LLMs will slowly keep improving, no AGI for the foreseeable future
2- AI agents will have niche uses as always, security guards will still have jobs
3- Robots will slowly keep improving, not be affordable, maybe dogs. Agree with 10 years.
4- More tech layoffs, more ML jobs
5- Brain chips will continue to get better and reach more people. EEGs won't go anywhere
6- AR/VR will keep it's niche, grow slowly
7- Quantum computing won't break encryption
8- Project tractor to change C++ to Rust, not sure, might work
9- JS frameworks will become more AI friendly
10- Altcoin scams continue, microstrategy loophole will get fixed
11- Trump-Elon won't legitimize cryptocurrency, adaption will continue
12- Monopoly breaking will continue, but giants will still be dominant
13- People will self host a little more, AWS won't be significantly affected or shift their business model
Everything gud but 10 years for robot normalisation is a bit more
for number 11, if they do, I predict an economic collapse and an east overtake of geopolitical socioeconomic factors
I agree with every prediction you made, they sound very conservative, as in, nothing truly wild
"more tech layoffs, more ML jobs".... does not compute
I believe quantum computing will break encryption, but quantum computing won't be really working for this year
In a nutshell: "things will change without changing".
8:57 the friends don't even pay for THEIR coffee, they sure aren't paying my bills 😭
Ah you're alive! That's a relief. Was missing you...
automated server that creates the videos was offline, took him a while to ssh into the server and reboot it
@@o1-preview lost the ssh key to the server in the garage, cant reach it from bed
@@o1-previewhow did he SSH in if it was offline 🤔
@@industrial-wave Yeah.. He had to run his AI agent with verbal commands, to white hat hack into his ssh key.. because beds are comfortable
0:41 It's on January 3, 2025 or Rajab 3, 1446 AH and you're watching Fireship Videos about Amazing Future Tech Trends in 2025 on the Code Report Series.
Up
Bro u always comment wheb he says the date am i right
🤣🤣
I asked o1 pro to write a simple command line program to use a particular create, and not only did it not use the crate, but the code didn't even compile.
Wake me when robot cats have katana's
Where are you going after you die?
What happens next? Have you ever thought about that?
Repent today and give your life to Jesus Christ to obtain eternal salvation. Tomorrow may be too late my brethen😢.
Hebrews 9:27 says "And as it is appointed unto man once to die, but after that the judgement
“Katana is!” 😂
how?! no one will be alive to wake you up. the last thing we'll hear is the sound of a sword leaving it's sheath accompanied by an 8bit-purr. 😐
fuck, now I want a song about robot cats with katana's or maybe even a video game with that in mind
ah yes a kenshi player
2024 was actually the year of the Linux Desktop for me and I don't regret it.
Same, I went an entire year without booting into Windows
Welcome Linux friend. Windows 11 Recall garbage will bring even more to Linux.
Amen
I don't want a robot dog with a gun strapped to it's head. Preferably I want the gun preinstalled, built into the actual design of the robot. This isn't fallout, yet.
Right ? We want it to extend out of its eye or nose or something. That's what's wrong with the world these days - we used to have _aspirations_ y'know ?
why not transformers? a gun that can become a doggo
you cant do that. We at big tech company say that we dont have enough space in the robot to integrate a gun, much less a usbc port. Make the robot bigger? Not possible, we dont know how to stretch the chassis
not complies to UNIX philosophy
I want it built into me.
I swear to God, I checked on your UA-cam account today morning (EAT) and wondered "Where is Jeff? It's been a while since I have seen one of his masterpiece" 😅😅😅
Speaking of the devil... 😂 Nice to have you back sir...
I was in middle of a python learning session while i saw on youtube, oh cool a fireship video they are really fun to watch. Watches the video. Gets unsettled. Questions learning python. :)
If I have to raise chickens and sell hotdogs to robot workers I will
have you consider becoming a cosmic star? they'll be fed sun light radiation... we're still 15 years away from getting to that point... maybe they'll take you as a mechanic in case of major solar storms
@@o1-previewAt this point, I'll just report you as spam lol
I survived 2024
Same here 😅
I didn't....
Shame
And all I got was this lousy t-shirt.
The 4 most accurate profets we had pointed to 2025 as the end of this civilization
I am a developer, I worked remotely for 1 year, but now I am unemployed due to the lack of vacancies. This topic causes me a lot of discussion because development is not easy, it takes a lot of time to get used to it and delve into the details. I have been studying for 2 years and this is my career and I am very afraid for the future and its development. I don't want to waste so much time. What would you recommend?
you better make something where you can earn money for free. since you are jobless now. why don't you try making a blog website and write a script that will scrape data from other website?
calculate how much money you can keep applying for jobs full time
if you run out of money get a job not related to your field
keep trying until your either do get a job in your field or live life outside of your field of study
might be worth to get into academia or join the army, depending on your situation
@@o1-preview wow AI now replies to comments. Anyway yeah joining army is a great choice - it's a win win, and is great for future
The hell are you talking about? There's developer job openings everywhere
tbf 3 years is nothing, people swap careers and "restart" often, I know plenty of people doing well who only started their current career in their mid-30s
the only thing you shouldn't to do is nothing, if you absolutely want a job in that field you can still work in a different field while looking, look elsewhere too, if you aren't willing to move for that career then maybe you don't want that career that much to begin with
or you can work on a solo project depending on the career, they supply a bit of income and also go great in the resume
or just go back to school and get something else, not only will it give you more job opportunities, 2 degrees would also help you stand out, you aren't doing anything anyway right?
the world isn't fair rn and only people who go above and beyond will get rewarded
hey, great video! as someone working in AI, wanted to add a quick note on the AGI timeline prediction - most researchers (including our team) think 2025-2026 is way too early. even the current frontier models (Claude 3.5, GPT4o) still struggle with basic reasoning. what we're seeing is more like narrow AI getting really good at specific tasks
the job market prediction is spot on tho - we're definitely seeing AI augmenting rather than replacing devs. at jenova ai we work with lots of companies, and they're all increasing their tech hiring, just with different skill requirements (more AI/ML focused)
ps. that coding demo with the self-debugging AI was pretty mind blowing 🤯
2:11 I heard "Whoever can best sell these asians is going to make it killing" 💀
Nahh not the Shein child employees being layed off as merchandise 💀💀💀
Same
This is no joke, the only UA-cam channel that I allow notifications for.
Happy new year, I’ve missed you lol
Real
Thanks
One of the currently intractable problems is moving a piano and pseudointellectuals genuinely believe AGI is feasible in the near future, and even then that would just be a big math model whose calculations can be geared to solve any task potentially better than a human, but that’s not genuine thinking, a precursory reading of Searle puts that idea to rest
"Cursory" big brain, you mean "cursory".
If it could solve any task or problem better than any human, then why would it matter whether or not it meets your own personal definition of “thinking”? Surely that’s like saying that planes aren’t actually flying because their wings don’t flap?
@@adampenbrook5751 indeed, but don't expect an intelligent reply, fragile egos don't like getting out performed
@@adampenbrook5751well he probably is talking about known problems in the form of done in a way by humans before, the problem is it cant actually reason, the fundamental Algorithm doesnt suggest it ever can, nor does the current o3 show any real improvement looking at how it failed at super simple things, what we will rather see is that it will be a highly useful general purpose calculator(not exactly that, but if you think about what a calculator can do i think its similar), with maybe a bit room for error, so it will probably end up as a tool for most things, but that wont stop it from deleting alot of jobs, i personaly dont think llms can realistcaly ever reach AGI on their, own or if so, the amount of data and energy required would be way more than we can reasonable expect to get anywhere in the near future(and i am not talking about a bit more than what we have currently), AGI will probably come but not from LLms. What you need to know is that they actually only mimic reasoning, so even the case mentioned is quite unlikely, but maybe they can manage to train it enough that most things can be done by it.
this argument falls apart when you realize freedom of thought has not been proven for the human mind and is still one of the biggest philosophical debates
Summarising your entire professional career as 80000 hours is unimaginably terrifying
If you see it in the context of "10,000 hours to master a skill" that makes you a master of 8 skills potentially, or an old sore loser, depending on the individual.
Love You Man
We were thinking that by 2025, improvements in tech will skyrocket and here we are with barely improved technologies. AI is really stagnating.
Yah...AI is already taking over basic freelance jobs ... I'll pray for it to stay stagnant
AI solving frontier math tasks is stagnating? ASI might be around the corner.
@@Sibeliu nah...ASI could take at least a decade
It's bottlenecking hard
@@ANTICHRIS619 and when we achieve it? its over
you know the biggest point against LLMs is that it just generates codes it can't really think it cannot connect 2 totally different things to make something new its not really creative even with reinforcement learning but yeah most repetitive jobs can be easily replaced
There have been progressions in this. In very large LLM's some neurons were found to be 'learning' neurons. They kick in if the task at hand is very sparse in the training data or if other neurons express 'doubt'. It is not human learning yet but it does point to an area where some basic type of learning becomes real.
I love the word "entirely free" at 4:10
not many sponsored content are entirely free
@@Nate-tp1go Free... Yet also able to pay sponsors...?
...Did nobody remember the Honey scandal just happened
Tell me you use blue sky without telling me you use blue sky.
Although you may sound like a AI sometimes, but I do cherish and love your videos, making semi-tech guy like me to grasp the nerdy development under media radar. You sum it well, cherish those human friends we can get along, and you’re one of it though we have not yet met. 😊
Jeff you still making your portfolio?
the friends in the end of the vid, are AI generated friends.
you know, at one point I clone the voice of an anime character and used an open source LLM to pretend to be it. it was one of the most surreal experiences I've ever had, since it was avm level of speech and a great friend, unconditional love dystopian sci fi shit
@@o1-preview Humans are easy to fool. That doesn't give me much confidence for the future.
o3 was tuned (as also shown in the graph) on the same tests it was supposed to beat, so there's no general reasoning, but it's the same old stuff. The o3 tests on ARC is just smoke and mirrors for investors.
most of the AI tests are also made to check if AI is usefull at all, if you look at the example problems of the SWE-benchmark, then you realise that the results from o3 are really not that impressive...
Why did you lie?
@toocrazy4030 yep. Almost all benchamrks are done on already solved Leetcode issues, or shitty TODO apps. I can be as fast as GPT in copy pasting answers from stack overflow
Here's the thing. Some of the questions change every time. No amount of stochastic parroting can help to brute force results. Interestingly enough some of the questions have incorrect answers and the AI actually got the right answer.
Díky!
Can’t live without the code report. That is my main source of reliable forecasts as an ASI
It's over for you, Jeff. We all now have audio of you saying Hawk Tuah. It's about to go down
ngl the end of this decade (5 years out) looks kind of grim
Why? Curious
Inflation, less white collar jobs available and suppressed wages?
The doomsday clock is at 90 seconds. The risk of (nuclear) world war or an AI powered bio-woopsie is not diminishing.
We are building a wall so that Americans can keep the ditch digging jobs while Elon outsources everything white collar to China and India
0:26 Why is it called the Year of Linux? Because, Microsoft will End the Support of Windows 10 at the End of 2025 (October 14), and the Computers/Laptops that aren't Supported to Upgrade to Windows 11, will be Switched to Linux or Buyed a New PC (or Macs).
You're Correct dude!
Sadly it's not true though Microsoft released that they will allow support for Windows 11 on all computers. I do wish Linux will come sooner but it doesn't seem to be the case.
@@Gozints They finally have to admit that those hardware "requirements" for Windows 11 were nonsensical.
@@couldntfindafreename ye LOL absolute scumbags man
@@couldntfindafreename Wym? It was perfectly sensible for microshit to require users to have a 5090, an i9-14900k, an AM5 motherboard and 128GB of RAM. Why? All in order to open task manager running at 10 FPS
Last line got me "Real treasure is friends we make along the way" but it seems like I failed
And if you haven't made a single friend along the way? 😢
Hey, maybe 2025 is the year to do that :)
I know what you mean though, I'm in my 40s, divorced, and have one friend that isn't a relative or neighbor. Definitely lost more friends along the way over the last few years than I've made.
I have no objection in making friends with you guys 😂
@@sumitsingh-CANDY That's really nice, thanks. Another ongoing issue is the fact that Western nations are being colonized by India (along with every other country). I want to make friends with other White Americans who aren't degenerates, but aren't total squares. That's part of why I don't have many friends; I'm picky about who I want to include in my life. That's also part of the evil of "diversity"; we all become atomized and isolated when the people around us don't have any kind of shared culture or history.
2:37 (which literally cannot even push to main if you tell them to LMFAOO)
You mean master?
Devin my beloved
I've been trying to convince myself there will be a fully-functional-out-of-the-box Linux desktop for as long as I've been trying to convince myself I like Primus.
Prediction: we'll see AGI _before_ we see a Linux my grandma can use as a daily driver.
@@anonymes2884 why not linux mint?
@@anonymes2884 gta 6 releases before we see great grampa daily driving linux
Thanks for the XAI217 update! I am loving my XAI217!
Video starts at 00:00
Thank you
holy shit, o4 confirmed
Should us software engineers just find a new career path at this point? Between myself and others I've heard from, its almost impossible to land a job since most of the postings on popular job sites are just ghost jobs.
Have you ever attended a career fair? Where I live, there is not even really a tech scene. We had the lowest funding out of our whole country for investment in tech. My point is I do not live in anything like a tech hub, such as certain areas in the states.
I was still able to find lots of organizations that host career fairs, and meet and greets. I met my current employer I’ve been with for around 2 years there, and another org hosted a night where job seekers and hiring companies can mingle and play board games.
I believe that is the most reliable way to job search, treat job boards like dating apps. Always possible to score with enough volume, but not worth 100% of your focus.
Place your attention in real life interaction, networking (not LinkedIn networking behind a screen) and shaking hands. It still works despite what anyone says.
I barely understood JavaScript and was hired as a developer for a large ISP, my manager later told me it was because of my personality and ability to communicate, so it’s not because I’m some wizard compared to everyone else at the career fairs
A non-profit that offers free services paying money for sponsors is a massive red flag and I really doubt that you haven't had the same thought
Hey Fireship, happy new year! Cheers for a less dystopic 2025
Amazing, thank you for posting this. As someone who was a Flash MX web design integrator and java/html prorgammer back in 2008, i left tech to grow salad and mushrooms to the point I lost all track of the computer world, but now as I age I want to start learning tech so I can have an creative remote career while I do my farm on the side scale. I've learned Arduino, and become vastly familiar with Ai programs, and blender, but have been looking for some sort of direction, while it would be nice to be a video game asset designer, I think getting into data center service tech is really the best tech career in the future, but those jobs might get replaced with robots since it's managing the data Ai utilizes, so wouldn't Ai design the most automated facility at some point? My ultimate interest is creating a fully automated Arduino greenhouse controlled by Ai that is fairly automated so I can do wholesale and sell the greenhouse automation system design which will mainly be 3d Printed.
Anyway being an asset designer in the videogame industry sounds fun but is pretty low rung for tech although with good options for pickup work, but it will eventually be more of a Ai asset cleanup and editing gig, which with my farm could be enough income to live comfortably while I learn a higher career path skill by learning C or SQL, but I dont think it will have the retirement potential as other tech careers, but I would rather do what I enjoy. Anyway thanks for the video, it gave me hype for all this studying I've been doing.
Days without saying AI: 0
I know it's a sponsor but glad to see 80,000 Hours on here. Super important that smart people seek out things that better the world ♡
love your vision, the faster we create noJS, only Rust based browser, the faster crabs 🦀 will take over this dirty frontend landscape
Leptos and Yew is on the task
@@ximono these are frameworks not browsers afaik
@@howaboutno-p8l Oh, that would require another web. I also don't think Rust is the best language for frontends.
Crab world domination!
It's a lot more than 10x, man. Over the last two weeks, I've done 7 years of coding work.
Dropping the sources, a new app and cognitive measuring framework soon.
The graphic at 1:00 seems to mislead the viewer (I stopped watching after this).
You say the new model does well on the benchmark, but the graphic shows that the new model performs just 12% better while the cost per task is over a hundred times higher. Doesn't this mean, that instead of performing well, we're having a huge issue since minor improvements cost extraordinarily more money to perform?
I used to pray for times like this! New Video!! Happy new Year!
3:50 I knew it
ai gon flatten, gpt5 will be the limit for decades
Why not make a safe c++ compiler? That does not compile unsafe code like rust but gives compiler error.
2025 will be the [Y]ear [O]f [L]inux [O]n the desktop, i can feel it
nah man, its the year of bsd
most of us will say goodbye to windows 10
Honestly it's getting pretty good. For me MacOS or Linux for personal used. Windows is gross af
Honestly if Agi releases it’s not a stretch to say that it will end all jobs not just programming isn’t ?
Even if agi gets released it'll not replace any job... cause for now operating cost will be much higher than hiring an actual human.. if somehow they reduce the operating cost like 100$ or even 1000$ a month then we are screwed
pretty much, true AGI with low operation costs would also mean that it could create an improved version of itself...
cool what fresh horrors are coming next
What made me reconsider my skepticism regarding o-3 is François Chollet’s comment about the model not relying solely on brute force but showing real reasoning breakthroughs.
The o-3 model’s failures in the Arc-AGI prize are also interesting. Even the wrong answers reflect the right idea but the model botched it up, with what looks like it's unability to generate the grid with pixel-perfect precision, especially with 30x30 grids. But you can see that it clearly understood the reasoning challenge and had the right idea. Some of the wrong answers are almost correct, except there's like one missing row or column or an extra pixel here and there.
So the size of the grid is a crucial factor. In fact, o1-mini can also consistely solve a smaller grid task but fails everytime if the same reasoning challenge is "enlarged" to bigger grids. Like, keep the same logic, just add more rows and columns, and the models fail. But that shouldn't happen, as the reasoning difficulty that ARC is designed to measure should stay same regarding the grid size.
Big shoutout for mentioning XAI217 and SUI. These two look like the future to me. Holding both tight!
0:01 "my names Jeff"
Your voice seems AI generated in this video unlike your older video's
yes, the way he said hawk tuah sounded so artificial
Mmm all his videos do sound like that though. He’s even addressed it
he automated his videos in 2023...
@@subyob felt same
7:34 président Elon, i wish it was an absurd joke
Super happy to see 80000hours sponsor this video!
only non-devs think chat bots (LLMs) will replace them.
Exactly. Among people i know i have noticed that most of the people spreading the "bye bye devs, AI will take your job soon" ideology are people who are either completely not related to IT, those who wanted to get into it but failed miserably or those who do stuff like wordpress websites using templates and think they're software developers lol
AI will increase productivity and less people will be needed for the same project.
@@mymoviemania1 completely fair point, but also absolutely different from the parabolic statements that LLMs or "AI" will replace devs. developers have been optimizing and automating positions for a long time, it's a big part of what we do. new positions emerge.
Waiting for your rust course man
Your AGI benchmark is an AI model that can craft a AAA game title like GTA 6?
You could also say that everything I’ve learned in cognitive science suggests that intelligence or superintelligence would be something that outperforms any human in most fields and is capable of generating new knowledge. Essentially, AGI is only valuable if it can create new ideas and produce research output independently. Otherwise, it’s just task automation or logic, nothing more.
@@sad_wrangler8515 what model was used to generate this reply
@@timbred8532 Sometimes I use DeepL, which is not an LLM but a grammar-checking tool for a decade, even though it is incapable of properly correcting Bokmål, Dutch, or German. Or do you think that just because someone is a non-native speaker, they have to write like a first grader?
@@sad_wrangler8515 I see, I mistook you for a bot. I suspected such because from a 'native' perspective, language models almost always write in a technical and didactic style. I guess translators can't translate syntax.
@@timbred8532 It may sometimes sound like that, especially for German and Scandinavian speakers, because people rarely stop to translate in their own minds, bit by bit, the word order and sentence structure of their native language. As a result, it may sound quite generic or constructed to a native speaker. Most of the time, my English is essentially a word-for-word translation from German or Bokmål into English, without much regard for proper English.
These videos save me so much time of research and time on X .... Thank you
5:26 is scary asf..
Yeah but nice too if we have a good protocol over it. Its all about intentions i believe.
I still prefer gpt 4 to o1 and o1 mini. The newer models just spit out way too much and I mostly use ChatGPT for fixes and small functions.
it greatly depends on the task, some gpt4 gets it wrong, other o1 gets it
well spitting out too much is easy to fix with prompt engineering if you're working with the API, more of an issue with the way chatGPT is prompting the model that you're pointing out
@@DDracee I also thought that the initial 4o responses had worse reasoning than gpt4, having the gpt work more autonomously complicated the prompting process rather than simplifying, but agreed, if you are a frequent user you may well find more success with the control the API offers for when it matters.
2025 is surely the year of the linux desktop
2025 is the year of bsd gaming
As always, love your videos, let's hope for a great year for everyone!
al value, unlike so many hyped projects. Holding strong and waiting for the world to notice.
It won't be the year of the Linux desktop for the next 10 years either at least. I use Linux everyday and the user experience is very far from ideal.
It's still too tricky to use for normal folks, like installing programs over a browser is still way too complicated for people with no IT experience and also most Linux distros are still a pain in the butt.
Am I the only one who thinks that LLM will never lead to general AI?
LLMs are just glorified chat bots regurgitating what we feed it. It can't solve problems
Understood nothing but felt smarter to watch
Just curious... 🤔 Where do you go to get all your updates on what is actually happening at a macro level for this kind of news?
Love this report. Building platforms privately for companies is the play. Getting away from cloud SaaS apps.