I start to genuinely wonder where the place for us humans are in this. All I see is human beings being crowded out. Capital via LLMs taking the place of humans.
Somebody has to have a goal and prompt them.
Three Years from GPT-3 to Gemini 3
261–270 of 336 posts
Re: Three Years from GPT-3 to Gemini 3
#262Earlier quoted context omitted.
That's how working with junior team members or open source project contributors goes too. Perhaps that's the big disconnect. Reviewing and integrating LLM contributions slotted right into my existing workflow on my open source projects. Not all of them work. They often need fixing, stylistic adjustments, or tweaking to fit a larger architectural goal. That is the norm for all contributions in my experience. So the LL…
Junior's grow into mids, and eventually into seniors. OSS contributor's eventually learn the codebase, you talk to them, you all get invested in the shared success of the project and sometimes you even become friends. For me, personally, I just don't see the point of putting that same effort into a machine. It won't learn or grow from the corrections I make in that PR, so why bother? I might as well have written it m…
To me the AI is a very smart tool, not a very dumb co-worker. When I use the tool, my goal is for _me_ to learn from _its_ mistakes, so I can get better at using the tool. Code I produce using an AI tool is my code. I don't produce it by directly writing it, but my techniques guide the tool through the generation process and I am responsible for the fitness and quality of the resulting code.
I accept that the tool doesn't learn like a human, just like I accept that my IDE or a screwdriver doesn't learn like a human. But I myself can improve the performance of the AI coding by developing my own skills through usage and then applying those skills.
Re: Three Years from GPT-3 to Gemini 3
#263Earlier quoted context omitted.
Why does it matter? If you consider not just the people creating these hallucination, but also the people accepting them and using them, it must be billions and billions...
https://chat.mistral.ai/chat/8b529b3e-337f-42a4-bf36-34fd9e5 ... >Here’s a concise and thoughtful response you could use to engage with ako ’s last point: --- "The scale and speed might be the key difference here. While human-generated narratives—like religions or myths—emerged over centuries through collective belief, debate, and cultural evolution, LLMs enable individuals to produce vast, coherent-seeming narrative…
Re: Three Years from GPT-3 to Gemini 3
#264Earlier quoted context omitted.
I date a lot of teachers. My last one was in the San Ramon (CA) Valley School district, she makes about $90k a year at 34 years old. Talking to her basically makes me want to homeschool my kids to make sure someone like her isn't their teacher. Paying teachers more won't do ANYTHING until we become a lot more selective about who gets to become and stay a teacher. It can't be like most government jobs where getting it…
This is so basic that I feel I shouldn't need to say it, but you can't be selective if you don't pay. You take what you get. The reason teaching became largely a women's profession when they used to be exclusively men is because we wanted to make education universal and free so we did that by paying less, and women who needed to work also had to take what they could get. The reason it has become a moron's profession…
Do you have any source on the assertion that being a teacher used to pay more? Because to my knowledge it has never been a high paying profession.
Re: Three Years from GPT-3 to Gemini 3
#265Earlier quoted context omitted.
It's gotten more and more shippable, especially with the latest generation (Codex 5.1, Sonnet 4.5, now Opus 4.5). My metric is "wtfs per line", and it's been decreasing rapidly. My current preference is Codex 5.1 (Sonnet 4.5 as a close second, though it got really dumb today for "some reason"). It's been good to the point where I shipped multiple projects with it without a problem (with eg https://pine.town being one…
> https://pine.town how many prompts did it take you to make this? how did you make sure that each new prompt didn't break some previous functionality? did you have a precise vision for it when you started or did you just go with whatever was being given to you?
Re: Three Years from GPT-3 to Gemini 3
#266It is interesting that most of our modes of interaction with AI is still just textboxes. The only big UX change in that the last three years has been the introduction of the Claude Code / OpenAI Codex tools. They feel amazing to use, like you're working with another independent mind. I am curious what the user interfaces of AI in the future will be, I think whoever can crack that will create immense value.
This is HN. A lot of us work remotely. Speaking for myself, I much prefer to communicate via Slack (“just a textbox”) over jumping into a video call. This is especially true with technical topics, as text is both more dense and far more clear than speech in almost all cases.
Re: Three Years from GPT-3 to Gemini 3
#267It is interesting that most of our modes of interaction with AI is still just textboxes. The only big UX change in that the last three years has been the introduction of the Claude Code / OpenAI Codex tools. They feel amazing to use, like you're working with another independent mind. I am curious what the user interfaces of AI in the future will be, I think whoever can crack that will create immense value.
Text is very information-dense. I'd much rather skim a transcript in a few seconds than watch a video. There's a reason keyboards haven't changed much since the 1860s when typewriters were invented. We keep coming up with other fun UI like touchscreens and VR, but pretty much all real work happens on boring old keyboards.
Re: Three Years from GPT-3 to Gemini 3
#268Earlier quoted context omitted.
The people most vociferously for conservative values are middle class, small business owners, or upper class, though the true upper class are libertine (notice who participated in the Epstein affair). The working class is filled with all kinds of very diverse people united by the fact they have to work for a living and often can't afford e.g. expensive weddings. Some of them are religious, a whole bunch aren't. It's…
> Their unions were also destroyed. By policy changes giving unions less power, enacted by politicians that were mostly voted for by a majority, which is mostly composed of the working class. Was this people voting against their interests? (Almost literally yes, but you could argue that their ideological preference for weaker unions trumps their economic interest in stronger unions.)
Re: Three Years from GPT-3 to Gemini 3
#269Earlier quoted context omitted.
Education funding is highest in places that have the worst results. Try again.
Yes for example is its very well known that Angola has a top tier education system while Swedish people can barely read or count
https://nces.ed.gov/programs/coe/indicator/cmd/education-exp...
We spend far more than most countries per pupil, for much poorer results
https://worldpopulationreview.com/country-rankings/pisa-scor...
It's pretty clear that while spending is a factor, it's probably not the biggest one. The countries that seem to do best are those that combine adequate funding with real rigor in instruction.
Re: Three Years from GPT-3 to Gemini 3
#270Earlier quoted context omitted.
I feel it sometimes tries to be overly correct. Like using BigInts when working with offsets in big files in javascript. My files are big but not 53bits of mantissa big. And no file APIs work with bigints. This was from Gemini 3 thinking btw
I just whack-a-mole these things in AGENTS.md for a while until it codes more like me.