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RNet: Users pay for their own AI usage instead of apps covering token costs

2•rNetAi•1h ago
Developers currently pay for AI usage and then recover costs through subscriptions, rate limits, or pricing tiers. This creates a few problems:

1.Apps have to track per-user usage and build complex billing logic.

2.Users end up paying multiple times for the same underlying AI across different apps.

I’m experimenting with a different model: users fund their own AI usage directly, similar to prepaid mobile data.

In this system:

1.Users preload a balance 2.Each request is signed by the user 3.The cost is deducted from the user’s balance per request 4.Apps don’t pay for tokens or manage billing

I built a prototype called rNet. The protocol is live, with client libraries available (npm, Maven), and the docs are open: https://www.rnetai.org/

This is still early, and I’m mainly looking for feedback—where does this break (technically, economically, or from a UX perspective)?

Lessons from early access to OpenAI's agent execution layer

https://deepsense.ai/blog/early-access-to-openais-agent-execution-layer-what-it-means-for-enterpr...
1•Applied_AI•15s ago•0 comments

Ask HN: Package Registry

1•ramon156•5m ago•0 comments

Ask HN: What did you streamline with AI agents?

1•Trickery5837•6m ago•0 comments

Nubo – a platform that learns your course materials, then walks you through them

https://www.nubo.so/
1•goatedcoded•7m ago•0 comments

Revealed: British ad firm's billion-dollar greenwash of US oil industry

https://www.theguardian.com/media/2026/apr/30/revealed-british-ad-firm-billion-dollar-greenwash-o...
1•ndsipa_pomu•8m ago•0 comments

A text editor as a user interface

https://ratfactor.com/cards/text-editor-as-ui
2•ingve•11m ago•0 comments

Solar Farms in Space [video]

https://www.youtube.com/watch?v=Vf_pS0XSTyo
1•simonebrunozzi•11m ago•0 comments

Meta shares slide as plan to spend billions more on AI spooks investors

https://www.bbc.co.uk/news/articles/crkpd4r2y7eo
1•rwmj•12m ago•0 comments

DataCenter.FM – background noise app featuring the sound of the AI bubble

https://datacenter.fm/
3•louisbarclay•17m ago•0 comments

LLM 0.32a0 is a major backwards-compatible refactor

https://simonwillison.net/2026/Apr/29/llm/
2•thebeardisred•19m ago•0 comments

Coding Was Never the Hard Part: What I Wish Every Business Leader Knew About AI

https://koushikdasika.com/blog/coding-was-never-the-hard-part/
2•HalcyonicStorm•20m ago•0 comments

Mozilla's Opposition to Chrome's Prompt API

https://github.com/mozilla/standards-positions/issues/1213
3•jaffathecake•25m ago•0 comments

Show HN: Pg_column_Tetris – a pg extension for optimal column alignment

https://github.com/rogerwelin/pg_column_tetris
2•rogerw•26m ago•0 comments

Reasoning compresses. Factual knowledge doesn't

https://twitter.com/bojie_li/status/2049314403208896521
2•stared•27m ago•0 comments

Nvidia releases Nemotron 3 Nano Omni multimodal model

https://blogs.nvidia.com/blog/nemotron-3-nano-omni-multimodal-ai-agents/
2•madaxe_again•31m ago•0 comments

Bouncing Droplet "Quantum Mechanics"

https://scottlocklin.wordpress.com/2026/04/28/bouncing-droplet-quantum-mechanics/
2•tosh•31m ago•0 comments

Terminal file picker and inline editor for fast CLI workflows

https://pypi.org/project/terminal-file-picker/
2•sahedwave•32m ago•0 comments

A photon was teleported across 270 meters in quantum breakthrough

https://www.sciencedaily.com/releases/2026/04/260429102030.htm
2•geox•32m ago•0 comments

Patrick Collison Reflects on Stripe Sessions

https://twitter.com/patrickc/status/2049705418436600244
2•tosh•33m ago•0 comments

OpenAI Codex prompt includes explicit directive: "never talk about goblins"

https://arstechnica.com/ai/2026/04/openai-codex-system-prompt-includes-explicit-directive-to-neve...
3•pookieinc•35m ago•0 comments

Hunting Down the Google-Sent Phishing Wave Compromising 30k Facebook Accounts

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2•vulnerabiliT•35m ago•0 comments

Soundness Failures in LaBRADOR Implementations from NTT-Friendly Rings

https://blog.zksecurity.xyz/posts/labrador-bugs/
7•zgeorgios•37m ago•0 comments

Chinese GPU maker Lisuan Tech is the fourth GPU maker with WHQL certification

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3•cassianoleal•38m ago•0 comments

Thoughts on WebAssembly as a Stack Machine

https://eli.thegreenplace.net/2026/thoughts-on-webassembly-as-a-stack-machine/
2•ingve•38m ago•0 comments

Emulating PS2 Floating-Point Numbers: IEEE 754 Differences (2023)

https://www.gregorygaines.com/blog/emulating-ps2-floating-point-nums-ieee-754-diffs-part-1/
2•haunter•42m ago•0 comments

Beyond 80/20: High-Entropy Minority Tokens Drive Effective RL for LLM Reasoning

https://arxiv.org/abs/2506.01939
2•mdp2021•46m ago•0 comments

It is just too much of everything

https://www.respan.ai/market-map
2•sminchev•47m ago•1 comments

A Brief, Incomplete, and Mostly Wrong History of Programming Languages (2009)

http://james-iry.blogspot.com/2009/05/brief-incomplete-and-mostly-wrong.html
3•downbad_•54m ago•1 comments

The Elephant in the Room

https://www.joshwcomeau.com/email/wham-launch-005-elephant-2-p/
2•ameybhavsar•55m ago•0 comments

OpenAI Technical Goals (2016)

https://openai.com/index/openai-technical-goals/
2•chistev•56m ago•1 comments