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The AI Great Leap Forward

https://leehanchung.github.io/blogs/2026/04/05/the-ai-great-leap-forward/
59•jodah•1h ago

Comments

supliminal•1h ago
What’s the story with Klarna? Any details around it?
madrox•1h ago
It’s the punchline at the very end of the article. They ended up with a different SaaS vendor.
supliminal•15m ago
Yeah I read through it but all of that is surface level. Any real insider info?

Not sure why I was downvoted. I read the post and the linked articles.

mholm•1h ago
Decent sentiment and analogy, but writing this with AI with hackneyed examples undercuts the point
turtletontine•1h ago
I’m noticing one hallmark of blog posts made by people who talk to LLMs all day: they have 1-3 interesting points hidden in paragraphs upon paragraphs beating the horse dead. Your favorite LLM might tell you every thought is brilliant and all your words are beautiful, but please… edit it down. At the very least, out of respect for other people’s time.
sph•38m ago
Haven’t you heard? Putting in effort is not cool any more. The best they can do is ask an LLM to edit it down.
IanCal•1h ago
> Today’s backyard AI looks like AI. It is not AI.

Getting real tired of people new to AI thinking only recent LLMs are AI somehow. BoW was a pretty solid technique and that only requires you to learn how to count to one.

mrbungie•1h ago
We can thank our AI overlords like sama and damodei for that.
arisAlexis•1h ago
The outputs were wrong 2 years ago maybe.
348asGaq7•1h ago
This is a great comparison. The US dominated software industry is centrally planned and in many ways run like a communist country, taking into account the whims of the current chairman in Washington.

If the chairman dictates DEI, DEI it is. Most software developers put up the proper flags in their Twitter "bios" and purged opponents. The same developers now queue to work for Zuckerberg's "male energy" company.

If the chairman and the industry dictate AI, AI it is. The same people who said girls and coal miners have to code now talk about efficiency, products and rationalize layoffs.

This is the product of an industry that has been dominated by bullshitters for at least two decades.

skybrian•1h ago
If you want to show that that there's a risk of disaster you need to do better than making a silly analogy. Companies will often start expensive projects that fail and then they pick themselves up and move on. Big, profitable companies can afford bigger failures. Google has had a slew of failed projects, and Meta's metaverse stuff tanked, and they're still fine. They can afford to experiment.

So which companies are betting so big that it might actually threaten them? Oracle maybe?

outside1234•57m ago
Seems clear to me that OpenAI at this point is a Ponzi scheme waiting to collapse. This is why they are trying to IPO and dump their shares on the public market before they go bankrupt.
skybrian•48m ago
Suppose they do somehow collapse. How does that cause wider problems? Their competitors will pick up customers.
e3df•31m ago
"Google has had a slew of failed projects, and Meta's metaverse stuff tanked, and they're still fine. They can afford to experiment."

Only with the blessing of shareholders. Frankly Google's search box and ad-tech has been carrying all of its failed bets but at some point people will start questioning if Google is returning enough cash given the results of new investments. Google's management does not own the cash - it holds the cash on behalf of the owners.

vingilot•1h ago
Note that the author of this blog post is also the author of a soon-to-be-published Manning book on safely implementing AI systems.
gbnwl•52m ago
Liked the article in general, but

> These apps will win awards at the next all-hands. In two years they’ll be unmaintainable tech debt some poor soul inherits and rewrites from scratch.

Huge assumption/prediction that I think is actually just wrong. There's this weird assumption from a certain crowd, never justified or explained, that tech debt accrued by AI is now, and will forever be, impossible for AI to address, and will for some reason require humans to fix. Working at pace with agents I accrue tech debt every day, then go through the code nightly, again with agents, to clean and tidy everything up.

The more I see this view espoused the more bizzare it seems. People's assumptions seem to be "if AI couldn't one shot this perfectly the first time, then it's useless to try to have it go back over the codebase and identify and address issues". This doesn't match my personal experience at all, second or third passes over code with CC or Codex are almost always helpful and weed out critical issues, but I'm open to hearing from the rest of the HN crowd on their experiences on this.

apsurd•47m ago
Tech debt used here is likely a catch-all term, and you're disagreeing, reasonably so, with one definition.

I think human understanding of the surface area of a company is already very unwieldy. AI balloons the surface area. at some point using more AI to solve AI is reasonable! But to whatever extent a human needs to interface and manage this world, that's the accrued debt.

hperrin•46m ago
AIs don’t produce well organized code. They duplicate effort, which is tech debt. Maybe one day they will be able to clear their own tech debt. And who knows, maybe they’ll still be heavily subsidized by VC money then.
kvirani•45m ago
This is just false.
deklesen•46m ago
This also seems to implicitly assume that ai models won't get better - a bet I am not willing to make currently..
gbnwl•39m ago
Agreed. The confidence people have to predict what these tools will be capable of two years down the line, when it's barely been over a year since Claude Code was first released, is astounding.
e3df•37m ago
Models get better with money (reinvestment).

But if there aren't enough returns soon the money will eventually dry up for OAI and Anthropic and Google will not be trusted with their cash balance.

Its amazing how people here think that money is a play-thing and this dance can go on forever. It cant and wont and the fear-induced marketing doesnt work forever either.

gck1•44m ago
Agreed, but it's a bit nuanced. I'm working on a fairly complex project now in a domain where I have no technical experience. The first iteration of the project was complete garbage, but it was garbage mainly because I asked for things to be done and never asked HOW it should be done. Result? Complete, utter garbage. It kinda, sorta worked, but again, I would never use it in anything important.

Then we went through ~10 complete rewrites based on the learnings from previous attempts. As we went through these iterations, I became much more knowledgeable of the domain - because I saw failure points, I read the resulting code and because I asked the right questions.

Without AI, I would likely have given up after iteration 2, and certainly would not do 10 iterations.

So the nuance here is that iterating and throwing away the entire thing is going to become much cheaper, but not without an engineer being in the loop, asking the right questions.

Note: each iteration went through dual reviews of codex and opus at each phase with every finding fixed and review saying everything is perfect, the best thing on earth.

deltamidway•47m ago
Great rant! Claw based propaganda posters makes me smile.
cynicalsecurity•17m ago
Oh god, don't get me started on this. The article goes full opera-level tragedy, like we're all marching into some corporate gulag where AI eats our souls and the lights go out forever. "The famine comes later" my ass. It's peak doomer porn, written to make you feel like the sky is falling instead of just another round of executive circle jerking.

The corporate world has always been 80% lies, fake KPIs and theatre. "Synergies", "disruptive innovation" "digital transformation", same shit since the 90s. Managers don't give a flying fuck about your clever moat. They wake up one day, get a spreadsheet from McKinsey saying "cut 15%" and boom - your undocumented wizardry gets deleted along with your badge. Nothing personal, just Excel doing what Excel does.

Yes, the corporate bullshitry has been turbocharged with AI now. But it's nothing new and nothing that much tragic. At the very least the same AI can help me finally release personal projects that have been collecting dust for years. Who knows what the future will bring. I'd be much more worried of oil supply chokehold than of AI turbo circus in the corporate world. No oil means not having enough food tomorrow; or medical supplies. My child might die because of this. But AI temporarily causing perturbations at work is just another round of corporate theatre. Been there many times.

Employment danger is real, but not apocalyptic. Some jobs will evaporate, sure. But even as the same articles states, now once thing ("AI know-how") replaced another thing ("domain knowledge siloing"). The corporate machine still needs warm bodies for the messy human parts: sales, talking to customers (customers hate talking to a robot, what a fucking surprise), covering ass. I would say, covering ass is the most important one, along with delegating the project management to someone else below on the corporate hierarchy, so upper management wouldn't have to work and would only keep asking for status updates. They would always need someone to type the actual AI requests. It's not like top management or VP would ever do that, neither they would ever run it automatically, since AI can delete production (happened many times), and they don't want to be the scapegoats.

So yeah, the article is overdramatic trash for clicks. AI is just another round of that circus. The "famine" won't be real, it'll be a bunch of overpromises, just as usual. Same as it ever has been.

Ask HN: A CLI to control what AI code can (and can't) change in your repo

2•sujitjaunjal•4m ago•0 comments

Principles of Mechanical Sympathy

https://martinfowler.com/articles/mechanical-sympathy-principles.html
1•emschwartz•9m ago•0 comments

Taco: Linktaco from Your Terminal

https://linktaco.com/blog/taco-cli-tool-linktaco.html
1•peterjsanchez•10m ago•0 comments

Show HN: Tired of logic in useEffect, I built a class-based React state manager

https://thales.me/posts/why-i-built-snapstate/
1•thalesfp•11m ago•0 comments

Hsihp Hsims

https://fromouterstace.com
1•stacydbradford•11m ago•0 comments

Prisoner's Dilemma – An Extension (from game theory)

https://pd.luthira.com/
2•llamatheollama•14m ago•0 comments

Resurrecting a 1992 MUD with Agentic AI

https://meditations.metavert.io/p/resurrecting-a-1992-mud-with-agentic
3•salt4034•15m ago•0 comments

Once 'Ultra MAGA', Trump Supporters Fume About Iran on Truth Social

https://www.nytimes.com/2026/04/08/us/politics/trump-truth-social-iran.html
3•doener•15m ago•0 comments

Volatco – Powerful Multicompute

https://volatco.github.io/
1•nbaksalyar•20m ago•0 comments

Show HN: Linggen – Open-source AI agent with P2P remote access from your phone

https://linggen.dev/
2•linggen•21m ago•0 comments

How to Connect to Builders in Web3

https://woof.software/
1•Pasha-CEO•23m ago•1 comments

Google engineer rejected by colleges uses AI to sue for racial discrimination

https://abc7news.com/post/google-engineer-rejected-colleges-uses-ai-sue-ucs-other-universities-ra...
1•ubasu•23m ago•0 comments

AI Did It in 12 Minutes. It Took Me 10 Hours to Fix It

https://idiallo.com/blog/it-took-me-10-hours-to-fix-ai-code
3•firefoxd•28m ago•1 comments

Show HN: Is Hormuz Open Yet?

https://www.ishormuzopenyet.com/
81•anonfunction•32m ago•28 comments

Finetuning Activates Verbatim Recall of Copyrighted Books in LLMs

https://arxiv.org/abs/2603.20957
1•guitarlimeo•32m ago•0 comments

Boots on the Ground, Flip Flops in the Air [pdf]

https://drive.google.com/file/d/1DrnHCWOQ7PRHNBqbxdqT_yQMRVFC8YbD/view?usp=drive_link
1•sans_souse•34m ago•0 comments

Show HN: Phantom UI – Skeleton that measures your real DOM (Web Component, 8kb)

https://github.com/Aejkatappaja/phantom-ui
5•Aejkatappaja•41m ago•6 comments

Agent Brain – 7-layer cognitive memory for AI agents (open source)

https://github.com/kaderosio/agent-brain
2•Thesh2209•43m ago•1 comments

OpenAI: The Next Phase of Enterprise AI

https://openai.com/index/next-phase-of-enterprise-ai/
3•louiereederson•47m ago•2 comments

Show HN: SessionFlow macOS app that auto-schedules sessions around your calendar

https://github.com/kibermaks/SessionFlow
1•kibermaks•47m ago•0 comments

Grading laptop and cell phone companies on the fixability of their products

https://pirg.org/edfund/resources/failing-the-fix-2026/
2•breve•49m ago•0 comments

So My Friend Made Me a Bioreactor

https://chillphysicsenjoyer.substack.com/p/so-my-friend-made-me-a-bioreactor
1•crescit_eundo•50m ago•0 comments

Anthropic Set to Preview Powerful 'Mythos' Model to Ward Off AI Cyberthreats

https://www.wsj.com/tech/ai/anthropic-set-to-preview-powerful-mythos-model-to-ward-off-ai-cyberth...
1•sonabinu•53m ago•0 comments

Show HN: I built a local data lake for AI powered data engineering and analytics

https://stream-sock-3f5.notion.site/Nile-Local-an-AI-Data-IDE-that-runs-on-your-local-machine-33b...
5•vpfaiz•53m ago•0 comments

Fantasshtic – Free Cursor for SSH

https://fantasshtic.vercel.app
2•aureus_cx•54m ago•0 comments

Ask HN: What tools are you using to secure your Claude memory files?

1•taariqlewis•54m ago•0 comments

Something weird is happening on Tinder [video]

https://www.youtube.com/watch?v=rjxAYdUe8uU
1•DavidHaerer•56m ago•1 comments

The $400K Degree Is Broken. Here Is How to Fix It

https://raisinghumanity.substack.com/p/the-400k-degree-is-broken-here-is
1•United857•57m ago•3 comments

You Need a Windows Remote Desktop, Not an OpenClaw

https://nedshed.dev/p/you-need-a-windows-remote-desktop
2•etwigg•58m ago•1 comments

Show HN: CongaLine – Self-hosted isolated AI agent fleet (OpenClaw, Hermes)

https://github.com/cruxdigital-llc/congaline
2•zhendershot•58m ago•0 comments