Question 1

What is UCogNet?

Accepted Answer

UCogNet is a modular metacognitive AI platform with 10 cognitive modules that routes tasks to the right solving mode, executes with verifiable evidence, and evolves via gated experiments under strict safety budgets.

Question 2

How does UCogNet ensure AI safety?

Accepted Answer

UCogNet enforces safety through 6 pillars: A/B gated evolution (new behaviors must outperform baselines), cognitive budgets (hard compute limits), shaping guardrails (reward boundaries), evidence architecture (every decision produces frozen audit trails), capability boundaries (explicit skill boundaries), and reproducibility requirements (all runs are frozen and replayable).

Question 3

What benchmarks has UCogNet been tested on?

Accepted Answer

UCogNet has 807 reproducible tests across 10 modules. All benchmark runs are frozen and replayable. Research includes cognitive modulation experiments with THC (94.12% accuracy) and DMT (98.53% accuracy) states.

Question 4

Is UCogNet open source?

Accepted Answer

UCogNet follows an evidence-first approach. Technical documentation and benchmark data are available. Contact orion@brainstream.pro for research collaboration, licensing, or integration inquiries.