frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

Two kinds of AI users are emerging. The gap between them is astonishing

https://martinalderson.com/posts/two-kinds-of-ai-users-are-emerging/
24•martinald•2h ago

Comments

simmerup•36m ago
Terrifying that people are creating financial models with AI when they don’t have the skills to verify the model does what they expect
martinald•33m ago
They have an excel sheet next to it - they can test it against that. Plus they can ask questions if something seems off and have it explain the code.
AlotOfReading•11m ago
I'm not sure being able to verify that it's vaguely correct really solves the issue. Consider how many edge cases inhabit a "30 sheet, mind-numbingly complicated" Excel document. Verifying equivalence sounds nontrivial, to put it mildly.
lmm•9m ago
> They have an excel sheet next to it - they can test it against that.

It used to be that we'd fix the copy-paste bugs in the excel sheet when we converted it to a proper model, good to know that we'll now preserve them forever.

nebula8804•9m ago
All we need is one major crash caused by AI to scare the capital owners. Then maybe us white collar workers can breath a bit for at least another few more years(maybe a decade+).
superkuh•34m ago
The argument seems to be that having a corporation restrict your ability to present arbitrary text directly to the model and only being able to go through their abstract interface which will integrate your text into theirs (hopefully) is more productive than fully controlling the input text to a model. I don't think that's true generally. I think it can be true when you're talking about non-technical users like the article is.
majormajor•29m ago
The use of specialization of interfaces is apparent if you compare Photoshop with Gemini Pro/Nano Banana for targeted image editing.

I can select exactly where I want changes and have targeted element removal in Photoshop. If I submit the image and try to describe my desired changes textually, I get less easily-controllable output. (And I might still get scrambled text, for instance, in parts of the image that it didn't even need to touch.)

I think this sort of task-specific specialization will have a long future, hard to imagine pure-text once again being the dominant information transfer method for 90% of the things we do with computers after 40 years of building specialized non-text interfaces.

fdsf2•15m ago
It behooves me that Gemini et al dont have these standard video editing tools. Do the engineers seriously think prompting by text is the way people want videos to be generated? Nope. People want to customise. E.g. Check out capcut in the context of social media.

Ive been trying to create a quick and dirty marketing promo via an LLM to visualise how a product will fit into the world of people - it is incredibly painful to 'hope and pray' that by refining the prompt via text you can make slight adjustments come through.

The models are good enough if you are half-decent at prompting and have some patience. But given the amount invested, I would argue they are pretty disappointing. Ive had to chunk the marketing promo into almost a frame-by-frame play to make it somewhat work.

Havoc•33m ago
The copilot button in excel at my work can’t access the excel file of the window it’s in. As in “what’s in cell A1” and it says I can’t read this file. Not even sure what the point is then frankly.

I’m happily vibe coding at work but yeah article is right. MS has enterprise market share by default not by merit. Stunning contrast between what’s possible and what’s happening in big corp

cmrdporcupine•15m ago
Meanwhile the people I know who work at Microsoft say there's a constant whip-cracking to connect everything they're doing to "AI" and prove that's what they're doing.
s-lambert•28m ago
I don't see a divergence, from what I can tell a lot of people have only just started using agents in the past 3-4 months when they got good enough that it was hard to say otherwise. Then there's stuff like MCP, which never seemed good and was entirely driven by people who talked more about it than used it. There also used to be stuff like langchain or vector databases that nobody talks about anymore, maybe they're still used but they're not trendy anymore.

It seems way too soon to really narrow down any kind of trends after a few months. Most people aren't breathlessly following the next twitter trend, give it at least a year. Nobody is really going to be left behind if they pick up agents now instead of 3 months ago.

defrost•21m ago
The "upside" description:

  On the other you have a non-technical executive who's got his head round Claude Code and can run e.g. Python locally.

  I helped one recently almost one-shot converting a 30 sheet mind numbingly complicated Excel financial model to Python with Claude Code.

  Once the model is in Python, you effectively have a data science team in your pocket with Claude Code. You can easily run Monte Carlo simulations, pull external data sources as inputs, build web dashboards and have Claude Code work with you to really integrate weaknesses in your model (or business). It's a pretty magical experience watching someone realise they have so much power at their fingertips, without having to grind away for hours/days in Excel.
almost makes me physically sick.

I've a reasonably intense math background corrupted by application to geophysics and implementing real world numerical applications.

To be fair, this statement alone:

* 30 sheet mind numbingly complicated Excel financial model

makes my skin crawl and invokes a flight reflex.

Still, I'll concede that a Claude Code conversion to Python of a 30 sheet Excel financial model is unlikely to be significantly worse than the original.

decimalenough•8m ago
I'm almost certain it will be significantly worse.

The Excel sheet will have been tuned over the years by people who knew exactly what it was doing and fixed countless bugs along the way.

The Claude Code copy will be a simulacrum that may behave the same way with some inputs, but is likely to get many of edge cases wrong, and, when you're talking about 30 sheets of Excel, there will be many, many of these sharp edges.

ed_mercer•15m ago
> Microsoft itself is rolling out Claude Code to internal teams

Seems like Nadella is having his Baller moment

fdsf2•13m ago
Nothing but ego frankly. Apple had no problem settling for a small market share back in the day... look where they are now. It didnt come from make-believe and fantasy scenarios of the future based on an unpredictable technology.
decimalenough•11m ago
> I helped one recently almost one-shot[3] converting a 30 sheet mind numbingly complicated Excel financial model to Python with Claude Code.

I'm sure Claude Code will happily one-shot that conversion. It's also virtually guaranteed to have messed up vital parts of the original logic in the process.

linsomniac•4m ago
It depends on how easily testable the Excel is. If Claude has the ability to run both the Excel and the Python with different inputs, and check the outputs, it's stunningly likely to be able to one-shot it.

How to Win Titular Metagames

https://taylor.town/how-to-title
1•eatitraw•34s ago•0 comments

The information concierge

https://aimilios.bearblog.dev/the-information-concierge/
1•minimalthinker•6m ago•0 comments

Emerging evidence on treating cluster headaches with DMT

https://forum.effectivealtruism.org/posts/x8P8EGnujSZm6fyMH/emerging-evidence-on-treating-cluster...
1•eatitraw•8m ago•0 comments

Shape-adaptive circuits based on liquid metal printed on thermoplastic films

https://www.nature.com/articles/s41928-025-01528-6
1•westurner•15m ago•1 comments

Show HN: Nod – Pre-code compliance validation for agentic coding workflows

https://github.com/mraml/nod
1•mraml•20m ago•0 comments

Show HN: Twitch Plays Pokémon" for Claude Code

https://claudecrowd.clodhost.com
4•zhoujianfu•21m ago•1 comments

IntentBound: Purpose-aware authorization for autonomous AI agents

1•Grokipaedia•25m ago•0 comments

The Worst of the Epstein Files – Our Corrupt Elites

https://www.youtube.com/watch?v=YPWIsfiNxPE
6•doener•27m ago•0 comments

Suggestion for a tool exceptionally needed for an excellent program

1•heyitsmoot•27m ago•0 comments

Motorola is getting away with zero OS updates thanks to regulatory loophole

https://www.androidauthority.com/motorola-eu-software-updates-loophole-3636627/
2•voxadam•30m ago•0 comments

Actors: A Model of Concurrent Computation [pdf]

https://apps.dtic.mil/sti/tr/pdf/ADA157917.pdf
2•kioku•34m ago•0 comments

Show HN: Democlean – Score robot demos by motion quality

https://github.com/dipampaul17/democlean
1•dipampaul17•35m ago•0 comments

Yann LeCun, an A.I. Pioneer, Warns the Tech 'Herd' Could Hit a Dead End

https://www.nytimes.com/2026/01/26/technology/an-ai-pioneer-warns-the-tech-herd-is-marching-into-...
2•gmays•35m ago•1 comments

Toronto man fakes pilot badge to score free flights, officials say

https://www.bbc.com/news/articles/c5y223170vdo
1•rguiscard•36m ago•0 comments

Tailwind creator Adam Wathan shares new project ui.sh

https://ui.sh/
1•cole_•39m ago•1 comments

Project Panama – Anthropic's plan to scan and dispose of millions of books

https://www.msn.com/en-us/news/technology/inside-one-company-s-secret-plan-to-destructively-scan-...
6•embedding-shape•50m ago•2 comments

X8.11 Solar Flare from AR4366

https://www.spaceweatherlive.com/en/solar-activity/solar-flares.html
2•ruined•51m ago•0 comments

Moltbook: the social network where AI agents talk to each other

https://www.ft.com/content/078fe849-cc4f-43be-ab40-8bdd30c1187d
3•cs702•51m ago•0 comments

Ask HN: What are some examples of non-evil tech that makes you optimistic?

3•Gooblebrai•51m ago•2 comments

Yak Power-Shears: LLMs are pretty good at Emacs

https://www.emoses.org/posts/llms-are-good-at-emacs/
2•todsacerdoti•52m ago•0 comments

Scientists discover hidden geometry that bends electrons like gravity

https://www.sciencedaily.com/releases/2026/01/260131084616.htm
1•westurner•55m ago•1 comments

Show HN: Just-Bash

https://justbash.dev/
1•cramforce•55m ago•0 comments

Secret Rotation for OpenRouter API Keys

https://openrouter.ai/docs/guides/community/infisical
2•vmatsiiako•56m ago•0 comments

John Baez's Crackpot Index

https://math.ucr.edu/home/baez/crackpot.html
1•icwtyjj•56m ago•0 comments

Show HN: Drop in clearbit logo API replacement

https://docs.brand.dev/logolink
1•ICodeSometimes•58m ago•1 comments

Electrotaxis

https://en.wikipedia.org/wiki/Electrotaxis
1•rolph•59m ago•0 comments

Ion-selective interface engineering for durable electrolysis of impure water

https://www.nature.com/articles/s41467-025-66711-x
1•PaulHoule•59m ago•0 comments

Silicon Valley Thinks TSMC Is Braking the AI Boom [video]

https://www.youtube.com/watch?v=2lLFBun1qR0
1•mfiguiere•59m ago•0 comments

Show HN: Humanitarian licensing and constitutional governance for AI agents

https://github.com/genesalvatore/aos-openclaw-constitutional
1•genesalvatore•1h ago•1 comments

Therac-25: A landmark case study in software engineering failure

https://en.wikipedia.org/wiki/Therac-25
3•insuranceguru•1h ago•0 comments