The smartest models in the world. Made smarter.
OY1 is a ChatGPT plugin built to help it work smarter. Remember the task, check each step and learn from corrections.
# OY1: 25 ARC-AGI-3 environments cleared.
Our published ARC Prize scorecard reports 100% across 25 environments and 183 levels. The original harness used GPT-6 Astra High: high reasoning effort, with fast mode off. Read the methodology for the run’s scope and how it differs from the hosted MCP service.
TAGS · WRAPPER · AGENT
# Smarter models, made smarter.
Our work spans task harnesses, orchestration and model research. The hosted OY1 service records predictions, observations and supported memory. Its workflow can require a correction before the next step.
Records predictions and observations, checks for mismatches, and keeps evidence with the task.
Research into routing tasks across models, with quality, cost and latency measured together.
Research toward our own models. The hosted MCP service currently uses your client’s existing model access.
# What we build
OY1 brings task memory and checks to ChatGPT. OY Vault and OY Protocol explore what comes next.
Help ChatGPT keep track, check its work and pick up where you left off. Connect OY1 through MCP with your OY Labs account.
Research into controlled memory access. TEE attestation and sealed-vault features are not part of the current hosted MCP service.
Research into verifiable task records. The current MCP service records observations and operation receipts; it does not issue independently verifiable signed traces.
# Works with the client you already use
Computer · ChatGPT desktop app · Plus or higher
Frontier AI, put to work inside your company.
OY Enterprises AI is the consulting arm of OY Labs. We bring the expertise behind OY1-AGI into enterprises, from first assessment to systems running in production.
We design, build and run AI systems inside your company, integrated with your data and tools. Verified outputs, clear costs, your governance.
Personas that create, post and engage around the clock on the OY harness, with your brand rules and approvals built in.
Where AI moves the needle in your business, what it takes and what it costs.
A working system on the OY harness, integrated with your data and tools.
We operate it with you, with auditable traces and costs, and hand over when you are ready.
An AI studio building the world's smartest models.
Founded by Laurin Bylica (CEO) and Loic Bellez (CTO), OY Labs builds the world's smartest models by making existing models smarter.

Laurin Bylica
CEO · Co-founder

Loic Bellez
CTO · Co-founder

Michel Rybkin
CSO
OY1 reaches 100% on the ARC-AGI-3 public benchmark using GPT-6 Astra High.
· Press release
Read on GlobeNewswire press@oylabs.aiOY Labs is raising. Deck, data room and a conversation with the founders.
investors@oylabs.aiYour access to OY1 starts here.
Create an OY Labs account, copy one prompt, and let ChatGPT set up OY1 on your computer.
Get your MCP address and connect your AI app.