Home About Programmes Research Contact
Published Work · Open Code

Research that stays honest

We publish frameworks, working papers and code. Claims are labelled. Uncertainty is visible. The same epistemic standards that power CHIKARA products also govern what we put into the public record.

Foundations used across the practice

Epistemic Engine

Immaculate Reasoning Atom (IRA)

Confidence grading for answers and claims: Known, Inferred, Hypothetical, Unvalidated. Used in Forge, Health Companion and other CHIKARA surfaces so users know how much to trust an output.

Cultural Systems

Vianté Cultural Reasoning

Framework for interpreting behaviour inside the cultural logic that produced it. Includes the Eighteen Factors and the Four Prerequisites of Systemic Failure used in organisational analysis.

Narrative

Soliloquy Narrative Engine

Precision narrative engineering for story development. Constructive and adversarial sides (Avilia / Bakidia). Offline writing engine available as a CHIKARA product.

Code & papers you can inspect

Where the work lives

Avilian Research Labs

Investigate · Reason · Build. Research institution focused on Zimbabwe and the Global South. Selected investigations on sports governance, labour economics, AI safety and public policy.

avilianresearchlabs.chikaraaihq.com →

CHIKARA AI

The applied product family. Offline-first tools for finance, commerce, health, agriculture, mining, development and culture — all carrying the same sovereignty and honesty standards.

chikaraaihq.com →