One source.
Every reader sees the right version.

ProsperAI is a personalization layer that sits between digital content and the person about to read it. Books, news, and social feeds are adapted by AI on your device, before they're shown — tuned to each reader's age, reading level, and sensitivities. The original is never altered, and nothing is decided for you by a platform.

The problem

Content is one-size-fits-all. Readers aren't.

An eight-year-old, a teenager, and their grandmother open the same article and get the same words. Today the only alternative is platform moderation — a distant server deciding what everyone gets to see, with no personalization, no transparency, and your preferences uploaded to someone else's cloud.

🚫

Blunt filters

Server-side moderation either blocks content entirely or lets it all through. There's no "make this readable for my child" — only walls.

🏢

Centralized control

Platforms decide for every user at once. One policy for millions of very different readers — and the original speech gets suppressed for everyone.

🔓

Privacy trade-offs

Cloud personalization means shipping your family's profiles, sensitivities, and reading habits to a server you don't control.

Why "Make First Amendment, Right"

One tagline, three promises

Our tagline is a deliberate play on words — and every way of reading it is something ProsperAI is built to deliver.

1.A right of We the People

The First Amendment protects speech from being silenced. When a platform deletes or throttles a post, it decides for everyone at once — and the speech is gone for all of us. ProsperAI takes the platform out of the loop: every edit happens on the reader's own device, and the original is never altered or removed. Free expression stays free.

2.Make the First Amendment work right

Speech that stays up but overwhelms an eight-year-old, or arrives too heated to be heard, isn't serving its readers. ProsperAI makes free speech work right for each household: every reader gets a version they can genuinely take in — chosen by their family, on their device, not by a censor.

3.The right amendment, by the right AI

An amendment is also an edit. With the right AI tool on the reader's side, every text receives the right amendment for the person about to read it — simplified, softened, or steadied — while the author's words stand untouched, one toggle away.

Original speech preserved. Every reader served. That's making First Amendment, right.

How it works

Five steps, all on your device

ProsperAI runs its client-end editing method every time new content arrives — automatically in the background, or on demand.

Load

Content arrives on the device — a book, an article, a feed — from local or cloud storage.

Generate prompt

ProsperAI assembles an AI prompt from the reader's stored profile: age, reading level, sensitivities, preferences.

AI edits

An AI rewrites, simplifies, redacts, or re-tones the content — before it is ever rendered.

Guardian approves

Optionally, a parent or the reader previews the edit side-by-side and approves it — or revises the prompt and tries again.

Read

The tailored version is displayed or read aloud. The original stays intact, one toggle away.

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Client-end by design — that's what "Make First Amendment, Right" means. Prompt generation, profiles, and output control live on the reader's device — not on a platform's server. The same source can become a different edition for every member of the household, without the original ever changing for anyone else.
Use cases

The same engine, everywhere content meets a reader

🎒

Child & youth education

Textbooks, e-books, and articles adapted to a child's reading level and maturity — vocabulary simplified, sensitive material softened, educational goals kept. Guardian approval built in.

🗞️

Newsfeed filtering

Read the news your way: neutral summaries, fact-focused rewrites, reduced emotional charge. The original reporting stays available — you choose the presentation, not the platform.

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Social media cleaning

Incoming posts and messages cleaned for younger viewers on their own screen: profanity rephrased, graphic detail masked, unsuitable posts replaced with contextual placeholders — without touching the original post or anyone else's feed.

Interactive demo

Watch one text become three editions

Run the full editing flow yourself: pick a reader, inspect the prompt ProsperAI generates on-device, review the AI edit as a guardian, then read. Works instantly offline — or bring your own API key and edit any text for real.

🧒 Milo · 8 🧑‍🎓 Ava · 14 🧘 Sam · adult 🎛️ Custom reader
Open the demo →
The family pair · live demo

Two apps, one household standard

The newest embodiment of the engine: a guardian's control room paired with a children's reading app. Content arrives, is edited per reader on your device, and lands on each child's shelf already just-right — while every "may I see the original?" comes to the guardian to decide.

💡 Best way to demo: open both apps side by side in two windows. Posts, requests, decisions, and discussions sync live between them — entirely on your device, no server involved.

📲 Put them on real phones

Point a phone's camera at a code — the app opens in the phone's browser and installs from the share menu (Add to Home Screen). The codes always encode this site's current address, so they keep working wherever the site is hosted.

Guardianthe guardian's phone
Prismthe reader's phone
Technology

One engine, three ways to ship it

At the core is a proprietary client-end editing engine: reader profiles, prompt generation, and output control all live on the reader's own device. The same engine powers three delivery forms.

The method

Client-end editing flow

Content is adapted on the reader's device before it is ever shown, with an optional approval loop.

Load source content Generate AI prompt from profile Execute AI editing Validate & approve (loops back if rejected) Output edited content
Standalone app

The ProsperAI app

A self-contained application for phones, tablets, and computers — guardian login, profile configuration, freeform prompt control, and manual / automatic / batch modes.

Guardian controls & login Configuration + freeform input Content loading AI calling & processing Visual & audio output
Host-app add-in

ProsperAI inside the apps you already use

An add-in that intercepts content inside e-readers, browsers, and social or messaging apps — editing new content in real time or in the background, before it's ever displayed.

Content interception Prompt configuration & profiles AI-assisted processing Host display & audio output
On-device prompt generation — profiles never leave the device in full.
Local, encrypted profile storage — sensitivities are family business, not platform data.
Prompt anonymization before any remote AI call.
No server-side storage of edited content unless the user authorizes it.