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lexandstuff

Re:Astra can read and write weights to improve Qwen on Monday November 02, 2026 @03:19PM (#50343080)
Seems like a pretty big step towards understanding the language no?
Re:StackOverflow now gets fewer than 1000 questions a month on Thursday October 29, 2026 @04:55AM (#50286204)
I remember Experts Exchange somehow managed to have every question one could ever ask, but no actual answers - even with a paid account.

I was glad when S.O. put an end to them.

I prepared my taxes this year using Astra + Codex. It did a thorough job on a complicated return, and I sent it to my accountant to fill out the tax form, with everything laid out in a spreadsheet. They sent it back for final review, and I had Codex check it; it was riddled with errors. The refund was nearly $2k lower than it should have been, and they put a bunch of stuff into the wrong fields. Had to go back and forth multiple times to get it 100% correct. Made me wonder how many previous years' returns were wrong.

I feel like we're going to get to a point where it's mandatory to use AI for certain tasks - humans just can't be trusted to get things right that require a level of precision.

Re:Sharing AI progress in mathematics on Wednesday October 07, 2026 @01:41AM (#49988726)
In a lot of ways, robotics - navigating and operating in the physical world - seems to be a very verifiable problem. It's fairly easy to verify that a robot moved from A to B, or that it built a structure that completely aligns with the plan, for example.

The main issue is cost and speed to verify, but simulations and world models will help there. I think we'll start seeing rapid progress pretty soon.

Re:The Luxuries in Life on Saturday September 05, 2026 @04:44PM (#49580464)
I worked in a mattress factory for a while, doing the same repetitive task day in and out.

I remember feeling like the days passed painfully slowly, but the years flew by.

Re:The safest job from AI may be writing on Monday August 31, 2026 @05:59PM (#49515356)
To the contrary: Twitter has the lowest content engagement rates out of any of the networks.
Re:LinkedIn CringeBot 3000 on Wednesday August 12, 2026 @08:06AM (#49271110)
Yep.

LinkedIn is pretty much the only social network out there where the average person has a shot at a little reach for their posts.

Even if it’s just past and present colleagues and various acquaintances, I actually have an audience of people who are sometimes interested in what I have to say. I can't say that for any other social network.

Re:Stateless MCP has recaptured my interest on Wednesday August 05, 2026 @06:39AM (#49180905)
Yes, MCP is an API.

Previously, it was an API with a weird stateful standard; now it is essentially a bog-standard stateless JSON-RPC API with conventions for tool discovery, long-running tasks and multi-round-trip requests

If you wrote your own JSON-RPC API for an LLM, you would probably eventually end up with something that looks very much like the standard they're describing.

It should be SotA.
Re:No-One Escapes the Permanent Underclass on Tuesday July 07, 2026 @05:45PM (#48824339)
Ilya Sutskever said in 2017, whilst building OpenAI:

> Within the next three years, robotics should be completely solved, AI should solve a long-standing unproven theorem, programming competitions should be won consistently by AIs, and there should be convincing chatbots.

There was a viral YouTube video from 2014 called Humans Need Not Apply [1], which made a very strong argument that mass unemployment was right around the corner.

I actually think people from the past would be surprised at how slow AI has progressed in the end. Although the domains where it's turned out to be most effective - code, images, videos, music, etc. - would probably surprise them.

[1] https://www.youtube.com/watch?v=7Pq-S557XQU

Re:Completing a computer science degree on Coursera on Sunday July 05, 2026 @05:59PM (#48798336)
Thank you!
Re:Shipping a Laptop to a Refugee Camp in Uganda on Saturday May 23, 2026 @04:00AM (#48245743)
I take your point - no doubt I approached this in a very naive way.

That said, we did collaborate on it - at the very least I needed to learn his address before sending.

Neither of us have ever sent or received a package in Uganda. It was a learning experience for both of us.

Re:Shipping a Laptop to a Refugee Camp in Uganda on Friday May 22, 2026 @09:13PM (#48243538)
~$200 doesn't go as far as you'd expect for good used laptop, even in Uganda. We did look into our options.

However, there's definitely a sunk cost aspect to the operation. After the first failure to send it through Australia Post, I became determined that Django was going to have that MacBook.

Re:"People who don't use AI will be left behind" on Wednesday April 29, 2026 @04:33PM (#47954191)
I have a feeling that a big risk of using AI all the time is that our own neurological capacity starts to dwindle.

Just as many people leading sedentary lifestyles have to make a deliberate effort to exercise, because inactivity is really bad for our bodies, I think we're going to realise that a similar process is necessary for our minds.

You really want to be spending a bit of time every day operating at your cognitive limits - trying to fully engage your System 2 - if you want to avoid brain atrophy. Coding used to kind of give you this exercise for free, but you can go really far with just your System 1 nowadays - literally get things done while scrolling Reddit.

I'm trying to allocate 30-60 minutes a day to doing something difficult, like writing code by hand for an unfamiliar problem or reading and summarising difficult papers without AI.

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