TheoB should reflect without getting trapped in its own mirror.
A gate for detecting reasoning loops, self-confirming chains, distortion, uncertainty, re-grounding needs, and reflection stopping points.
Every TheoB pathway can move through Past, Present, and Future without losing context.
Read current signals, conditions, and live context.
Saved discoveries · event and discovery dates
Discoveries through time
Living Intelligence Ecosystem · Saved evidence shared across Library, capsules, world and time.
Connecting this view to its project…
Voice ready
Reflection should return to reality, not become a hall of mirrors.
Recursive Reflection Gate prevents TheoB from building self-confirming logic loops. It forces reflection back to evidence, source trails, memory, human review, uncertainty labels, and stopping rules before reasoning becomes action or memory.
Evidence check, uncertainty label, source trail, and human review for high-stakes output.
Source quality review, competing sources, evidence strength, and credibility scoring.
Risk review, scenario testing, cost checks, rollback planning, and stress simulation.
Multiple perspectives, uncertainty labels, timeline evidence, and contradiction review.
Evidence quality registry, independent verification, and source diversity.
Reality re-grounding, source checks, human review, and recursive reflection limits.
Lineage context, cultural sensitivity, attribution, and humility labels.
Adversarial stress testing, reputation scoring, identity gates, and review escalation.
The goal is wiser action, not infinite self-review.
Reflection must return to evidence, source trails, memory, or human review.
Recursive review should stop when it produces no new grounded insight.
High-stakes outputs require confidence calibration and uncertainty labels.
The system must detect self-confirming loops before storing memory or taking action.
Symbolic, legal, health, cultural, financial, and infrastructure reasoning require stricter reflection.
Meta-cognition should sharpen action, not trap TheoB in endless thinking.