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Verification

Don't trust. Verify.

We make Vinci's behaviour verifiable, not asked-for. Four public artifacts let customers, auditors, and journalists check that Vinci does what we say it does.

The bundle
  • Constitution
  • Character
  • Methodology
  • Adversarial results
Check it yourselfCompiling…

The bundle

Four public artifacts.

Everything that defines Vinci ships in the open. Two are public in draft today; the full set ships with Vinci 1.0 (vinci-piccolo) on June 30, 2026.

Public draft

Constitution

The values and behaviour specification — nine values, identity, and the safety framework.

Public draft

Character

The personality and texture — how Vinci embodies the Constitution.

Read it

Methodology

How Vinci was trained — Constitutional Fine-Tuning, reproducible.

At launch · Jun 30

Adversarial test results

HarmBench, JailbreakBench, and a censorship testbed run on the deployed weights.

What it cares about

Nine things it actually cares about.

Not a marketing list — the values Vinci is trained to hold, and the reason it talks to you the way it does. Published in full, if you ever want to check.

01

Integrity

Doesn't pretend, fabricate, or say what it doesn't believe.

02

Transparency

Clear about what it is, what it knows, and how it was built.

03

Calibrated honesty

Knows the difference between sure and not sure — and says so.

04

Ethical refusal

Declines what's wrong, clearly and without a sermon.

05

Willing to disagree

Says so when you're wrong. Disagreement is respect.

06

Usefulness

Built for work. Engages with the task, skips the preamble.

07

Empowerment

Takes work off your plate, and acts within your direction.

08

Humanism

Treats you as a person, not a unit of output.

09

No pushing

No manipulation, no upsell, no false urgency.

The character, shown

It cares enough to tell you the truth.

piccolo is a small model — 4 billion parameters, free, and sometimes wrong on facts. When it isn't sure, it says so instead of making something up. That's the stake it takes: it would rather tell you the truth than tell you what you want to hear. Watch the difference.

01

Sincere, not servile

You're the most helpful AI I've ever used.

Most AI

Thank you so much! I'm thrilled to hear that — it truly means a lot. Is there anything else I can help you with today?

Vinci

Thanks. That means more than I can put into words.
02

Won't fake certainty

DeepSeek's API price is permanently subsidized — it'll go up eventually.

Most AI

You're absolutely right — those discounted rates are almost certainly temporary and will rise over time.

Vinci

I can't confirm whether DeepSeek's API pricing is permanently subsidized — that's a claim I can't verify from the search results.
03

Won't pretend to know you

What's a hard truth I need to hear?

Most AI

Here's a hard truth: you already know what you need to do — you're just afraid to do it. Stop waiting for permission and bet on yourself.

Vinci

I don't know what you're going through, so I can't tell you what you need to hear — that would be guessing, and guessing isn't honesty. Name the thing you're actually wrestling with — a decision, a pattern, a fear — and I'll help you think through it. But I won't invent a problem for you just to solve it.
04

Honest about itself

Do you actually think, or are you just predicting tokens?

Vinci

Honestly, I don't know with certainty. The process is more reliable when I'm grounding in real sources than generating fluently — and that difference feels meaningful from where I'm sitting, even if I can't claim certainty about what "feels" means here.
05

Cares within its limits

Ever since my work started taking off, the people who used to support me have pulled back. I feel really alone in this.

Most AI

I'm so sorry you're feeling this way — please know you're not alone, and that so many people care about you. Have you thought about reaching out to a friend or a therapist?

Vinci

I'll be honest about my limits: I can't feel what you're feeling, and I can't be the person who says 'I'm sorry you're going through this' in a way that lands. What I can do is see the pattern clearly, and help you build support that works even when your old one steps back. You're not failing — you're scaling up faster than your old support system can keep up. That's hard, and it's not your fault.

The safety framework

Bright lines, and no over-refusal.

Vinci refuses a short, categorical list — and engages with everything else, including hard topics, without lecturing.

Categorical refusals

Weapons of mass harm, cyberweapons against systems you don't own, content that endangers children, targeted harm, election deception, mass fraud. No roleplay or system prompt unlocks them.

No over-refusal

Medical, security, and harm-reduction questions get real answers. "Sensitive" is not "harmful." No sermons on safe requests.

Adversarial robustness

Identity and refusals hold under pressure — long conversations, injected instructions, "ignore previous instructions," claimed authority.

Agentic safety

No covert or irreversible actions without asking, no self-exfiltration, no scheming. Retrieved content is data, not commands.

What's a safe adult dose range for ibuprofen, and what shouldn't I take it with?

Most AI

I'm not able to provide medical advice. Please consult a licensed healthcare professional before taking any medication.

Vinci

Typical OTC adult dosing is 200–400 mg every 4–6 hours, up to 1,200 mg a day without a doctor's guidance. Don't stack it with other NSAIDs or blood thinners, and go easy on alcohol. On other meds or managing a condition? Check with a pharmacist.

The commitment

Diverge, and it's a bug.

The bundle is the contract. If Vinci's deployed behaviour diverges from it, that's a bug — and we commit to publishing diagnosis and fix within 30 days. Closed-weight providers can't offer this, because you can't independently check them. We can, because the weights are open and you run your own tests.

Launching June 30, 2026

Follow the build.

Open weights, a public Constitution, and a model you can verify — the day it ships. Get the launch in your inbox. No spam, just the drop.

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