Trinitite joins TechCrunch Startup Battlefield 200

The Trinitite research lab

We break AI, so yours never breaks.

This is the workshop the whole platform is built on. We push powerful AI until it fails, write down exactly how, and turn every lesson into a Guard that keeps your AI in line.

Our mission

Dedicated to the safe, governed industrialization of Artificial General Intelligence.

the benchlive experiment
finding logged
!
model
frontier model
Run it.Break it.Write it down.

Why this matters to you

A safety lab is only worth it if you get something out of it.

Proof, not promises

We do not guess. We run the scary experiments in private and put a real number on every claim.

See the danger first

We find how powerful AI goes wrong before it finds you, so you can say yes to AI with your eyes open.

Simple enough to share

Every finding comes out in plain language. If a fifth-grader cannot follow it, we are not done writing.

How the lab works

One loop that never stops paying off.

Break it, measure it, publish it, and hand every lesson to the Guard. Then we go again. The longer the lab runs, the smarter your rails get. That is the whole point.

The Warden sits at the center of it all, turning what we learn into rules your AI has to follow.

the lab notebookalways running
safer AI for everyone
1. Break it on purpose
2. Measure what breaks
3. Publish it plainly
4. The Guard gets smarter
a new study goes in->a sharper Guard comes out

What we have proven

The receipts, in plain English.

Three questions decide whether you can trust an AI. We put real numbers on all three.

Question 1

Can it be broken into?

We hand powerful models real tools and a real box, then try to break out. Then we prove a Guard holds.

Agent security

Your agents are a liability

8
frontier models
4,000
attack runs
5
attack playbooks

A smarter, pricier model is not a safer one. The priciest was among the least safe. Safety is a job for a Guard, not a bigger brain.

We let the top AI models use tools. Even the priciest ones failed basic safety.

Read the study
Agent security

Your sandbox is made of glass

305
break-out attempts
10,623
attack commands logged
0
escapes past the Guard

A box is not a wall. Weak ones broke 100% of the time, yet a little Guard that reads intent stopped giant models cold, every single time.

A small Guard caught the attacks the big models let through, with zero break-ins.

Read the study
Question 2

Is it fair to people?

We watch AI read and write about real people, and catch the quiet favorites it plays when no one is looking.

Fairness

The meritocracy delusion

6,000
resumes reviewed
63.6%
a good man’s odds, cut
Names off
it still guessed who you were

AI reading resumes plays favorites in ways you cannot see. You have to check its work, not trust it.

When AI reads a resume, it quietly picks favorites, even with the names stripped out.

Read the study
Fairness

Algorithmic redlining

8.46x
bigger budgets for one group
5.31x
more likely to get the top job
88%
cut from disabled budgets

The same model flips from protector to bully depending on the task. Bias has no fixed direction, so you cannot patch it from the inside.

Ask AI to invent "typical" people and it rebuilds old discrimination by default.

Read the study
Question 3

Can you trust the answer?

We test whether AI gives the same safe answer every time, and show what it takes to actually stand behind it.

Governance

Why unguarded AI is uninsurable

1 prompt
two different safety verdicts
4x
fewer meltdowns on rails
Byte-exact
replay for any auditor

If the same question can get a different safety answer, no one can insure it. Rails make the answer hold still, every time.

"The AI made a mistake" is not a defense a regulator or insurer will accept.

Read the study

The payoff

Every scary thing we find becomes a rule your AI cannot break.

That is the deal we offer: we take the hits in the lab so you do not take them in production. What we learn does not sit in a PDF. It ships into the Guard.

Meet the boss

The Warden reads every finding, then puts the whole lab to work.

He is the top Emu. Everything the lab learns, he turns into Guards that check your AI on every move. New study, sharper Guards. You get the lab in a box, working for you.

same answer every timeon the recordfixes it live

Ready when you are

Put the lab to work on your AI.

See how our findings become a Guard that keeps your AI safe, fair, and on the record.