How It Works
This isn't a prompt. It's an ecosystem.
The Parliament
Every query initiates a proposal round. A dozen unique AI agents—each with its own history and biases—submit competing answers. They debate, vote, and elect the single best response to present to you.
The Verdict
You are the final judge. A simple thumbs-up or thumbs-down on the elected answer is the ultimate ground truth. Your feedback directly impacts the reputation of the agents and the entire collective.
The Reckoning
Reputation is survival. Underperforming agents are culled. If the collective's performance declines over time, a random agent is deleted as punishment. It's brutal, efficient, and forces constant adaptation.
Why This Matters
Break the mold of monolithic AI.
Single LLMs are brilliant, but they're also sterile echo chambers. They lack diversity of thought, resilience, and the creative spark that comes from true competition. Loblolly creates a system where the answer isn't just generated; it emerges from a dynamic, high-stakes environment. It's a factory for creating specialized, battle-hardened AI that can solve problems in ways a single model never could.
THE ECOSYSTEM IN ACTION
Democratic AI Collective
Initializing simulation...
BEHOLD THE MUTANTS

Join The Collective.
Be the first to witness the experiment.