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// OY LABS

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.

ARC-AGI-3 source on GitHub
oy · mcp · checked task · example
EXAMPLE
$ OY1 MCP · checked-task example
> begin: three items at 17 + 9 delivery · budget 65
> predict: provisional total 50
> client calculation: 3 × 17 + 9 = 60
> mismatch: review required
> remember: total 60 · supported by observation 0
> revise: check 60 against budget 65
✓ both criteria checked · 5 remaining
> assessment: client-reported checks · model calls: 0
$
// 01 · PROOF

# 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.

SYSTEM
OY1-AGI
PRIMARY BASE MODEL
GPT-6 Astra High
METHOD
Harness + orchestration
SCORE
100%
PUBLISHED 06/09/2026
TAGS · WRAPPER · AGENT
LEVELS
183 / 183
ENVIRONMENTS
25 / 25
TOTAL ACTIONS
6659
ID fbcf9287-7ff9-4e3d-bfd3-bd0b1bce90d1
// 02 · RESEARCH

# 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.

01 · HARNESS

Records predictions and observations, checks for mismatches, and keeps evidence with the task.

02 · ORCHESTRATION

Research into routing tasks across models, with quality, cost and latency measured together.

03 · OWN MODELS

Research toward our own models. The hosted MCP service currently uses your client’s existing model access.

// 03 · PRODUCTS

# What we build

OY1 brings task memory and checks to ChatGPT. OY Vault and OY Protocol explore what comes next.

CHATGPT PLUGIN · LIVE
OY1-AGI

Help ChatGPT keep track, check its work and pick up where you left off. Connect OY1 through MCP with your OY Labs account.

PLUGINOY1-AGI
MODELYour connected client’s model
HARNESSPredict · observe · remember
MEMORYPersistent, account-owned task memory
BEST FORAgents that learn on the job: research, novel problems, long horizon work
OY VAULT
Sealed memory

Research into controlled memory access. TEE attestation and sealed-vault features are not part of the current hosted MCP service.

OY PROTOCOL
Verified steps

Research into verifiable task records. The current MCP service records observations and operation receipts; it does not issue independently verifiable signed traces.

// 04 · DEVELOPERS

# Works with the client you already use

Computer · ChatGPT desktop app · Plus or higher

plug me in

Copy, then paste into ChatGPT Work.

View prompt

Use Computer Use to open https://chatgpt.com/plugins and add OY1 (https://oylabs.ai/console?view=connect) with the MCP settings below. Reuse the existing connection if present. Enable Developer mode if needed. Pause for me to sign in or approve access. If Computer Use or custom MCP is unavailable, tell me what is missing. Start a new chat with OY1 selected. Call its oy_status tool and confirm the actual result before saying the connection works. Then help me start my first task. MCP: https://oylabs.ai/mcp · Authentication: OAuth. Select GPT-6 Astra High; tell me if unavailable. Turn Fast mode off if available.

01
One endpoint for your client
Streamable HTTP MCP with task control, observations, memory and planning tools.
02
Task state that persists
Keep your goals, predictions and observations together. Resume saved tasks from your connected client.
03
Connect with your account
Let ChatGPT connect OY1 on your computer. Sign in with your OY Labs account and approve access when prompted.
04
Your model, your account
OY1 supplies the harness. Model calls run through your AI client and its existing model access.
// 05 · SERVICES · OY ENTERPRISES AI

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.

01 · ENTERPRISE AI SOLUTION
AI systems built into your company

We design, build and run AI systems inside your company, integrated with your data and tools. Verified outputs, clear costs, your governance.

02 · AUTONOMOUS INFLUENCERS
AI personas that run themselves

Personas that create, post and engage around the clock on the OY harness, with your brand rules and approvals built in.

01 · ASSESS

Where AI moves the needle in your business, what it takes and what it costs.

02 · BUILD

A working system on the OY harness, integrated with your data and tools.

03 · RUN

We operate it with you, with auditable traces and costs, and hand over when you are ready.

// 06 · COMPANY

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

    Laurin Bylica

    CEO · Co-founder

  • Loic Bellez

    Loic Bellez

    CTO · Co-founder

  • Michel Rybkin

    Michel Rybkin

    CSO

PRESS
News & press

OY1 reaches 100% on the ARC-AGI-3 public benchmark using GPT-6 Astra High.

· Press release

Read on GlobeNewswire press@oylabs.ai
INVESTORS
Investor relations

OY Labs is raising. Deck, data room and a conversation with the founders.

investors@oylabs.ai
// 07 · EARLY ACCESS

Your access to OY1 starts here.

Create an OY Labs account, copy one prompt, and let ChatGPT set up OY1 on your computer.

Create an account →

Get your MCP address and connect your AI app.