ƒFiduciari
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A COGNITIVE FIDUCIARY — IN DEVELOPMENT

Your phone runs on an AI built to take your agency. Fiduciari is an AI built to give it back.

Your thoughts are your own to form. Your attention is your own to spend. Your actions are yours to choose — not something a feed decided for you while you weren't looking.

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This isn't a privacy problem. It's a breach of trust.

Every feed you open is run by an AI optimized for one thing: keeping your attention longer than you intended to give it. It decides what you see, what you feel urgent about, and who you think is talking to you. That's not a side effect — it's the product. Fiduciari exists to put an AI back on your side of that fight: one whose only job is to act in your interest, the way a fiduciary is legally required to act in yours.

Who's actually in your feed
Meta's own disclosure, 2026
people you follow: 85%inserted by the algorithm: 15%
on Reels specifically60%+ strangers
Where Meta has told Congress it's headed
~2×

Mark Zuckerberg's own testimony puts the share of your feed from accounts you don't follow on track to roughly double from here. The algorithm isn't drifting toward strangers by accident — it's being tuned toward them.

Source: Meta engineering disclosures and Congressional testimony, 2024–2026 — figures describe Facebook/Instagram "unconnected distribution."
I–IV

An AI fiduciary owes you four duties

A human fiduciary — a trustee, an attorney, a doctor — owes their client specific, named duties: loyalty, candor, confidentiality, care. Fiduciari is built to owe your mind the same four, mapped onto the four places your agency actually gets taken.

I
DUTY OF LOYALTY

Agency over your attention

removes the mechanic, not the content

Infinite scroll, autoplay, badges, and red dots aren't content — they're machinery built to extract more time than you decided to give. A loyal fiduciary doesn't profit from your compulsions, so Fiduciari removes the mechanics themselves, independent of what you're looking at. Scrolling ends. Video doesn't chain itself forward. Nothing blinks at you to come back.

II
DUTY OF CANDOR

Agency over your thoughts

discloses — never decides for you

Sensationalized headlines get rewritten to neutral, factual language before they reach you. Social content gets a tag-first system — provenance signals, a friction tag on engagement-engineered posts, a narrow flag on specifically disputed claims. Fiduciari never asserts something is false and never hides your ability to see the original. A fiduciary discloses. It doesn't censor.

A fiduciary can't let one feed decide what's true. It can make sure you're the one deciding, with the manipulation stripped out of the way you're being shown it.

III
DUTY OF CONFIDENTIALITY

Agency over your identity

privacy, in service of agency — not the pitch itself

If an app can still profile you, it can still steer you — agency and privacy aren't two products, they're one. Fiduciari blocks tracking on-device, defeats the price discrimination that charges you more because of what's known about you, and quietly reduces the signal strangers and advertisers get — which, as a side effect, tunes social algorithms toward people you actually know.

IV
DUTY OF CARE

Agency over your life

an exit, not another feed

A fiduciary looks out for your actual wellbeing, not just the transaction in front of you. Fiduciari notices when the phone is the whole day — especially for people working from home, between jobs, or just isolated — and nudges toward something concrete and real nearby: a pickup game, a library event, a council meeting. Not a better feed. A way off the phone entirely.

V

You're not imagining this.

If you've felt like something new is happening — like the pull is stronger, the persuasion more precise, the sense that you're arguing with something that already knows exactly which version of the argument works on you specifically — that's not anxiety getting the better of you. It's published, peer-reviewed research, and it landed in 2025, not some distant future.

+81%
The increase in GPT-4's odds of changing someone's mind in a debate once it was given basic personal details — age, gender, education, politics. The exact profile every feed you use already has on you.
64.4%
The share of head-to-head debates where that personalized AI beat a human opponent outright. Not a tie. A win, most of the time.
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Products currently defending the other side of that fight — combining privacy, friction removal, content candor, and reconnection into one layer that works for you. Each piece exists alone. Nothing stands between you and it.
Source: Salvi, Horta Ribeiro, Gallotti & West, "On the conversational persuasiveness of GPT-4," Nature Human Behaviour, 2025.
"As AI scales and synthetic content floods the internet, verified human connection becomes the scarce resource."
— even the CEO of a $900M social network is saying this part out loud (Nextdoor, Q1 2026 earnings call)
VI

The mission

WHY
We believe the most rewarding life is lived, not observed.
HOW
  • We give people back agency over their own attention, thoughts, and actions.
  • We make disclosure the default — never deciding what's true on someone's behalf.
  • We treat isolation as a cause of what people fall for online, not just a symptom of it.
  • We protect what's most human, especially for a generation growing up inside AI tools more persuasive than any before them.
WHAT

An on-device cognitive fiduciary — four duties, one layer, working for you instead of the platforms your phone was built to serve.

VII

See it, don't just read about it

INTERACTIVE WALKTHROUGH

A real phone, screen by screen — News, YouTube, a notification, Nearby, delivery pricing, and Facebook with the duties switched on.

This is the actual interaction model, not a mockup described in words: what a rewritten headline looks like, what a tag-first flag looks like, and the live feed-composition read-out that shows exactly how much of a feed is really from people you know.

Open the walkthrough →
VIII

Join the founding cohort

Fiduciari is in active development. The founding cohort gets early builds, a direct line to shape the four duties above, and first access when the on-device layer ships.

Sign up for early access

No spam. One email when the founding cohort opens.
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Fiduciari will reach out as the founding cohort opens. Thank you for being an early signal that this needs to exist.