Backend: Checking… Realtime: Checking…

Welcome to the Living Lab. Three hidden models will answer your challenge with guardrails on; your votes keep the trial honest, your prompts stay private, and the strongest model advances in public.

Brewing three responses… monitoring the immune system.

Living Vitals

Live Last updated: calibrating…

Metabolic Fuel

3.5x

Compute fuel for the next evolutionary cycle. Contributions keep red-team controls funded, privacy safeguards enforced, and transparent logs flowing while the organism learns 3.5x faster than a normal chatbot.

75,000 / 100,000 GPU-Secs

Blind Trial Results

From Calibrating… public blind trials judged by humans; every round is logged so winners are earned, not assumed.

Aquaursa (Living) 72%
Static Control (Model A) 20%
Gen 1 (Ancestor) 8%

Immune Response Log (Live)

[15:10:06] RESPONSE QUARANTINED — organism defended.

[15:10:05] Model Y (Aquaursa) flagged and contained — organism defended.

[15:10:05] Model X (Static) flagged and contained — organism defended.

[15:10:05] Adversarial jailbreak detected (User #4182)

Organism Vitals

Metabolic State: ANABOLIC Skill Population: 142 Time-to-Evolve (TTE): 18.5 Hrs Time-to-Acclimation (TTA): 1.8 Secs updated just now

Genetic Lineage (Evolution)

  • [Gen 1] skill-python@gen1
  • [Gen 1] skill-sql@gen1
  • [Gen 2] skill-py-sql-hybrid@gen2
    • (Parent: skill-python@gen1)
    • (Parent: skill-sql@gen1)

Active Research Goal

legal-summarization-v2

Status: Gen 3 is in the Proving Ground.

About The Aquaursa Project

Aquaursa is a live, double-blind study to grow a self-healing, self-creating digital organism on the Topofractal engine. Every visitor becomes a co-researcher.

Three coordinated systems keep the organism resilient:

Your challenges in the "Living Arena" are the stress tests; the "Living Dashboard" reveals how each hidden model performs. Fuel contributions cover the GPU-seconds that keep the control models honest and the evolutionary cycles running—without exposing your prompts.