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Monzo wrongly denied refunds to fraud and scam victims

https://www.theguardian.com/money/2026/feb/07/monzo-natwest-hsbc-refunds-fraud-scam-fos-ombudsman
1•tablets•2m ago•0 comments

They were drawn to Korea with dreams of K-pop stardom – but then let down

https://www.bbc.com/news/articles/cvgnq9rwyqno
1•breve•4m ago•0 comments

Show HN: AI-Powered Merchant Intelligence

https://nodee.co
1•jjkirsch•6m ago•0 comments

Bash parallel tasks and error handling

https://github.com/themattrix/bash-concurrent
1•pastage•6m ago•0 comments

Let's compile Quake like it's 1997

https://fabiensanglard.net/compile_like_1997/index.html
1•billiob•7m ago•0 comments

Reverse Engineering Medium.com's Editor: How Copy, Paste, and Images Work

https://app.writtte.com/read/gP0H6W5
1•birdculture•12m ago•0 comments

Go 1.22, SQLite, and Next.js: The "Boring" Back End

https://mohammedeabdelaziz.github.io/articles/go-next-pt-2
1•mohammede•18m ago•0 comments

Laibach the Whistleblowers [video]

https://www.youtube.com/watch?v=c6Mx2mxpaCY
1•KnuthIsGod•20m ago•1 comments

Slop News - HN front page right now hallucinated as 100% AI SLOP

https://slop-news.pages.dev/slop-news
1•keepamovin•24m ago•1 comments

Economists vs. Technologists on AI

https://ideasindevelopment.substack.com/p/economists-vs-technologists-on-ai
1•econlmics•26m ago•0 comments

Life at the Edge

https://asadk.com/p/edge
2•tosh•32m ago•0 comments

RISC-V Vector Primer

https://github.com/simplex-micro/riscv-vector-primer/blob/main/index.md
3•oxxoxoxooo•36m ago•1 comments

Show HN: Invoxo – Invoicing with automatic EU VAT for cross-border services

2•InvoxoEU•36m ago•0 comments

A Tale of Two Standards, POSIX and Win32 (2005)

https://www.samba.org/samba/news/articles/low_point/tale_two_stds_os2.html
2•goranmoomin•40m ago•0 comments

Ask HN: Is the Downfall of SaaS Started?

3•throwaw12•41m ago•0 comments

Flirt: The Native Backend

https://blog.buenzli.dev/flirt-native-backend/
2•senekor•43m ago•0 comments

OpenAI's Latest Platform Targets Enterprise Customers

https://aibusiness.com/agentic-ai/openai-s-latest-platform-targets-enterprise-customers
1•myk-e•45m ago•0 comments

Goldman Sachs taps Anthropic's Claude to automate accounting, compliance roles

https://www.cnbc.com/2026/02/06/anthropic-goldman-sachs-ai-model-accounting.html
3•myk-e•48m ago•5 comments

Ai.com bought by Crypto.com founder for $70M in biggest-ever website name deal

https://www.ft.com/content/83488628-8dfd-4060-a7b0-71b1bb012785
1•1vuio0pswjnm7•49m ago•1 comments

Big Tech's AI Push Is Costing More Than the Moon Landing

https://www.wsj.com/tech/ai/ai-spending-tech-companies-compared-02b90046
4•1vuio0pswjnm7•51m ago•0 comments

The AI boom is causing shortages everywhere else

https://www.washingtonpost.com/technology/2026/02/07/ai-spending-economy-shortages/
2•1vuio0pswjnm7•52m ago•0 comments

Suno, AI Music, and the Bad Future [video]

https://www.youtube.com/watch?v=U8dcFhF0Dlk
1•askl•54m ago•2 comments

Ask HN: How are researchers using AlphaFold in 2026?

1•jocho12•57m ago•0 comments

Running the "Reflections on Trusting Trust" Compiler

https://spawn-queue.acm.org/doi/10.1145/3786614
1•devooops•1h ago•0 comments

Watermark API – $0.01/image, 10x cheaper than Cloudinary

https://api-production-caa8.up.railway.app/docs
1•lembergs•1h ago•1 comments

Now send your marketing campaigns directly from ChatGPT

https://www.mail-o-mail.com/
1•avallark•1h ago•1 comments

Queueing Theory v2: DORA metrics, queue-of-queues, chi-alpha-beta-sigma notation

https://github.com/joelparkerhenderson/queueing-theory
1•jph•1h ago•0 comments

Show HN: Hibana – choreography-first protocol safety for Rust

https://hibanaworks.dev/
5•o8vm•1h ago•1 comments

Haniri: A live autonomous world where AI agents survive or collapse

https://www.haniri.com
1•donangrey•1h ago•1 comments

GPT-5.3-Codex System Card [pdf]

https://cdn.openai.com/pdf/23eca107-a9b1-4d2c-b156-7deb4fbc697c/GPT-5-3-Codex-System-Card-02.pdf
1•tosh•1h 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.