Can you give an example of what those "toughest problems/great code" are? I don't need to know the prompt nor the output, but the general idea, what it is about.
Some very tough computational geometry problems I couldn't solve on my own, nor with the assistance of other AIs or my colleagues. Fable did them all first go. The most impressive built a custom optimizer with a ludicrous number of adaptive switches that absolutely crunched through an error surface with a bunch of nontrivial nullspaces and some wild curvature. That optimizer is of independent interest; it's not totally novel in theory, but the implementation is an impressive piece of engineering.
Was it a better prompt? Have you tried giving the same prompt to other models?
I have found out that the mistakes of other models (which I choose first to save money) help me refine the prompt more and more, until I am fed up and pick Opus 4.8 (for example) which magically seems to get it right, but there is a lot of pre-work there...
However, I think actually that while it won't give the results expected (AI agents run the company, build all features, etc.), it will nevertheless become a developer tool like IDEs, something "you have to have".
It's here to stay but probably with more realistic expectations than some CEO/CTO are pushing for (agents for everything, nobody writes 1 LOC, self healing systems, etc).
So the market expectations will be probably resized, but these tools are here to stay. Be it for cybersecurity (from CVEs to cyber warfare) alone, that's already worth all the money they are throwing a it.
>I've never worked at any company where there was any limit to the work to be done. Sales people don't give a shit what your product can do, only what they can sell, and they never sleep.
The issue is how much of that work is "valuable" in the sense = makes money.
I have both been in projects and seen projects which were canceled once it turned out they didn't make money (bad sales? bad product? bad market fit? a bit of everything?). This you can only afford when you have money to spare (= with debts? high profits...?).
With the interest rates so high, how can a company justify hiring dozens/hundreds of people more? It's a risk, and what I am seeing now is that companies are shrinking left and right to focus on the business that makes money and reduce headcount on what they believe doesn't make money at all, or it's a cost too high for their "long term strategy" or whatever. Right now the only metrics that they are caring about is EBIDTA. They don't even care anymore about ARR, they are becoming irrelevant as long as they stay within a range (we want 20% increase, but we're ok with 5%).
The AI will replace everything and everyone is working out pretty well for Anthropic/OpenAI, though.
Predicting which projects will be valuable, directing resources in their direction, and making sure the right people are doing the right work with as few distractions as possible is the definition of high quality management and leadership.
Most managers are mediocre, and many are poor. Some are lucky for one or two projects but can't keep it up consistently.
Companies with a lot of wealth often scattershot random projects - some of which are directly competitive - in the hope that one will stick.
The people who have the insight and intuition to skip this and hit the mark directly are incredibly rare.
A lot of business culture is a set of cargo cult "solutions" that pretend to address this problem.
I gave up on "people should read things". Especially with AI now telling you how to think and what your final design should look like, I would be at least happy if they did some test of their own design and criticize it constructively.
Just put a "designer" in one of these cars and let them drive in real life situations like:
- a wasp entering your car, while you're approaching the entrance to the highway
- a child suddenly appears on the street from behind an SUV so big you could barely see the sidewalk
- a traffic light, green for you, but red for the car coming straight for your door.
We're past the "happy path". Try real life shit in your tests and maybe we'll install less screens and more sensors to actually help you drive, instead of distracting you.
Saving someone's life should be more important than a dumb undeserved promotion because you digitalized the whole car.
I bought hops-flavored sparkling water from a grocery store's beer cooler on a lark and, despite my attempt to explain the logic to the poor cashier, we both bent to the whims of the computer system and scanned my ID to complete the purchase.
There are other drinks that have trace amounts of alcohol, such as kombucha which is regulated to stay under the 0.5% threshold. Fruit juices will also likely contain upwards of the same amount, depending on how much they're processed.
They just complain about the algorithms but they use also the same tool for propaganda / marketing. The only thing they literally agree on is "online hatred" because sometimes it goes against them, so they need to keep the system running.
For example, the previous German government was paying influencers for sponsoring heat pumps. All these "content creators" must be paid by someone - left, right, center, oil, nuclear, gas companies, it's like watching TV for its advertisements. Crazy what it has become.
So, that will most likely never change, although that's probably in the top 3 reasons why social media is unusable.
>Is now the moment that the world's digital infrastructure succumbs to waves of hackers using countless exploits; I doubt it.
I am not into cybersecurity but the existing "technical debt" in terms of security has been barely exploited.
The issue is that literally all software has some vulnerability, want it or not. And these LLMs are like brute forcing all possibilities faster than a human can do. Sometimes humans even ignore low security issues, while maybe these LLMs are capable to build exploits on top of multiple ones.
For me they understood the moat - cybersecurity is such a trivial space to get into, I guess they are investing heavily on that because as someone else mentioned in other threads, it's obvious they are too limited for other tasks.
Becoming a "mandatory" (SOC-2 etc, things like that) integrated part of your CI/CD pipeline would be a huge win for them. Imagine that.
There are people hosting agents online to talk to other agents etc. on their behalf. How difficult is it to just instruct such an agent to do the tasks you mentioned? You're assuming it's done by "bad actors" while it's most likely just going to be done by "everyone" that knows how to do it.
They are doing crazy things to not do the one single thing that had to be done years ago - make Facebook, Instagram and Co. pay hard for the damage they brought on our kids and society.
90% of the crap our kids are exposed to comes from there. Not sure what's left to tackle, once you remove these websites from the picture - videogames? News??
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