
Experiments into the future of publishing and marketing
Research
How would you rate the LLMs?
Human ratings of LLM answers to topical questions. Questions are generated from the past three days of topical news, and users compare responses side-by-side in blind pairwise comparison. Higher ELO = better performance.
Elo is a rating system for calculating the relative skill levels of players (or teams) in zero-sum competitions. →
Labs Live
Where impossible ideas get built
We bring together brands, agencies, publishers and engineers to solve hard problems — from first idea to shipped product.
Pitch ideas
Anyone can throw an idea on the table — a hunch, a frustration, a “what if.”
Form teams
Self-organise around the ideas that excite you. Engineers, commercial, data — all welcome.
Build fast
Focused sprint, usually 1–2 days. Working prototypes, not presentations.
Ship
Proven experiments graduate into products. What doesn't ship still teaches us something.
Projects
Concepts, prototypes, open source projects and stuff
Not all great ideas make it to products, but a lot can be learned along the way. Here's stuff we are working on that might be a great idea, or could become a great product.
Experimenting with AdCP
Last updated: 2026-03-24
Agentic ad buying protocol
Axon
Last updated: 2026-03-24
MCP server with 62+ tools for AI agents
Natural ads
Last updated: 2026-03-24
LLM-powered contextual ad creative
Synapse
Last updated: 2026-03-24
Shared prompts, configs, and AI components
Updates
Latest news from the lab
Updates, announcements, and posts for a behind-the-scenes look at what we're building.
Welcome to Ozone Labs!
2026-03-27
Ozone Labs is our channel for sharing our experiments into what the future of publishing, audience engagement and marketing could be, in a world of LLMs and agents.
Damon ReeveHow to use Posts (delete before going live)
2026-03-25
Instructions on how to create posts in this updates section
