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Show HN: A2A Protocol – Infrastructure for an Agent-to-Agent Economy

1•swimmingkiim•1m ago•0 comments

Drinking More Water Can Boost Your Energy

https://www.verywellhealth.com/can-drinking-water-boost-energy-11891522
1•wjb3•4m ago•0 comments

Proving Laderman's 3x3 Matrix Multiplication Is Locally Optimal via SMT Solvers

https://zenodo.org/records/18514533
1•DarenWatson•6m ago•0 comments

Fire may have altered human DNA

https://www.popsci.com/science/fire-alter-human-dna/
2•wjb3•7m ago•0 comments

"Compiled" Specs

https://deepclause.substack.com/p/compiled-specs
1•schmuhblaster•12m ago•0 comments

The Next Big Language (2007) by Steve Yegge

https://steve-yegge.blogspot.com/2007/02/next-big-language.html?2026
1•cryptoz•13m ago•0 comments

Open-Weight Models Are Getting Serious: GLM 4.7 vs. MiniMax M2.1

https://blog.kilo.ai/p/open-weight-models-are-getting-serious
4•ms7892•23m ago•0 comments

Using AI for Code Reviews: What Works, What Doesn't, and Why

https://entelligence.ai/blogs/entelligence-ai-in-cli
3•Arindam1729•23m ago•0 comments

Show HN: Solnix – an early-stage experimental programming language

https://www.solnix-lang.org/
2•maheshbhatiya•23m ago•0 comments

DoNotNotify is now Open Source

https://donotnotify.com/opensource.html
5•awaaz•25m ago•2 comments

The British Empire's Brothels

https://www.historytoday.com/archive/feature/british-empires-brothels
2•pepys•25m ago•0 comments

What rare disease AI teaches us about longitudinal health

https://myaether.live/blog/what-rare-disease-ai-teaches-us-about-longitudinal-health
2•takmak007•30m ago•0 comments

The Brand Savior Complex and the New Age of Self Censorship

https://thesocialjuice.substack.com/p/the-brand-savior-complex-and-the
2•jaskaransainiz•32m ago•0 comments

Show HN: A Prompting Framework for Non-Vibe-Coders

https://github.com/No3371/projex
2•3371•33m ago•0 comments

Kilroy is a local-first "software factory" CLI

https://github.com/danshapiro/kilroy
2•ukuina•43m ago•0 comments

Mathscapes – Jan 2026 [pdf]

https://momath.org/wp-content/uploads/2026/02/1.-Mathscapes-January-2026-with-Solution.pdf
1•vismit2000•45m ago•0 comments

80386 Barrel Shifter

https://nand2mario.github.io/posts/2026/80386_barrel_shifter/
2•jamesbowman•45m ago•0 comments

Training Foundation Models Directly on Human Brain Data

https://arxiv.org/abs/2601.12053
1•helloplanets•46m ago•0 comments

Web Speech API on HN Threads

https://toulas.ch/projects/hn-readaloud/
1•etoulas•48m ago•0 comments

ArtisanForge: Learn Laravel through a gamified RPG adventure – 100% free

https://artisanforge.online/
2•grazulex•49m ago•1 comments

Your phone edits all your photos with AI – is it changing your view of reality?

https://www.bbc.com/future/article/20260203-the-ai-that-quietly-edits-all-of-your-photos
1•breve•50m ago•0 comments

DStack, a small Bash tool for managing Docker Compose projects

https://github.com/KyanJeuring/dstack
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Hop – Fast SSH connection manager with TUI dashboard

https://github.com/danmartuszewski/hop
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Turning books to courses using AI

https://www.book2course.org/
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Top #1 AI Video Agent: Free All in One AI Video and Image Agent by Vidzoo AI

https://vidzoo.ai
2•Evan233•53m ago•1 comments

Ask HN: How would you design an LLM-unfriendly language?

1•sph•55m ago•0 comments

Show HN: MuxPod – A mobile tmux client for monitoring AI agents on the go

https://github.com/moezakura/mux-pod
1•moezakura•55m ago•0 comments

March for Billionaires

https://marchforbillionaires.org/
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Turn Claude Code/OpenClaw into Your Local Lovart – AI Design MCP Server

https://github.com/jau123/MeiGen-Art
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An Nginx Engineer Took over AI's Benchmark Tool

https://github.com/hongzhidao/jsbench/tree/main/docs
1•zhidao9•58m ago•0 comments
Open in hackernews

Online Advertising Now Free

1•moseg•3mo ago
For years, brands have paid per click, per view, per impression — even when no sale ever happened.

But what if you only paid after real results?

AI agents and dynamic tracking now make it possible to run performance-based campaigns that charge only when a deal is completed — a real outcome, not attention.

If that becomes the standard, would CPC, CPM, or influencer budgets even make sense anymore?

Comments

Festro•3mo ago
No advertising platform is going to charge per sale on these kinds of ads. That requires the platform to trust the customer to report accurate sales metrics.

Sales/conversion metrics have been around for decades in ad systems, it's been technically possible to charge per sale but noone has done it. Simply because the sale takes place outside of the platforms control. Ad costs will remain on a per click basis at best.

And your title is misleading, you state costs will move to when deals are completed, which is very different to it being "now free".

moseg•3mo ago
100%. “Free” always hides the cost somewhere, the idea here is just to move that cost to outcomes.

Instead of paying for clicks that might not convert, you only pay when a sale actually happens.

It’s not free media — it’s risk-free advertising.

moseg•3mo ago
Fair point — “free” was more of a provocation than a promise.

The real shift is trust: historically ad platforms couldn’t verify what happened after a click. With AI agents on both sides, that changes.

When systems can confirm outcomes in real time, paying per sale stops being a dream — it becomes inevitable.

jqpabc123•3mo ago
But what if you only paid after real results?

Nice idea. How would you implement it?

The only way I can see is if the store and the advertising medium were one and the same --- in other words Amazon, WalMart, etc.

moseg•3mo ago
You nailed it — that’s been the missing link.

Historically, the only players who could close that loop were platforms that controlled both traffic and checkout (like Amazon or Walmart).

What’s changing now is that AI + transaction-level APIs can bridge any store and any media source — without them needing to be the same company.

So instead of paying per click, the ad network verifies actual purchases in real time.

It turns the internet into a universal performance marketplace — no more guessing, just verified outcomes.

mtmail•3mo ago
I think it's called CPA, where A is either Action or Acquisition and has existed for years.
moseg•3mo ago
True. CPA has existed for years, but CPA still pays for intent, not outcome fairness.

With CPA, the advertiser defines the “action” — click, signup, purchase — but not whether the buyer actually got a fair deal.

The next step is AI verifying value on both sides. That’s where it stops being “cost per acquisition” and starts being “cost per trust.”

mtmail•3mo ago
I don't even trust this conversation to be real
moseg•3mo ago
Haha fair at this point, even reality feels like a simulation.

But the concept’s very real: if AI can negotiate trades, verify outcomes, and handle trust autonomously, it changes how value moves online.

(And yes, a human typed this. Probably.)

moseg•3mo ago
all jokes aside That’s a fair concern. But curious if AI could verify outcomes through encrypted receipts or third-party confirmation layers, would that change your view?

Or do you think “pay-per-sale” can only ever work when one platform owns both the store and the ad network?

moseg•3mo ago
Imagine ad platforms where every dollar is spent on results, not exposure.

The advertiser sets a sale commission, and the network only charges when the deal closes.

It flips the ad economy from speculative to performance-driven = less guessing, more fairness.