Philosophy
Core Values
Five principles that guide every decision, every design choice, and every public claim RCT Labs makes.
Radical Honesty
FoundationAcknowledge uncertainty before claiming certainty
We never present projections as facts. Every benchmark figure carries its qualifier. Every capability claim is backed by reproducible test evidence. When we do not know something, we say so — publicly and precisely. This is not humility for show; it is the engineering discipline that makes our systems trustworthy.
Survivor's Empathy
Design PrincipleDesign for those with the least, not the most
RCT was built on a single Android phone with zero external capital. That constraint was not a limitation — it was a design requirement. Every system we build must be able to run under resource pressure. If it only works when everything is perfect, it will fail the people who need it most: enterprises in emerging markets, solo founders, teams without cloud budgets.
Verifiable Truth
Evidence CultureEvidence first, claim second — always
Our 4,849-test suite is not a marketing number. It is the gate through which every feature must pass before it is claimed publicly. The FDIA equation F=(D^I)×A is not a metaphor; it is implemented code with measurable outputs. Benchmark hallucination target: 0.3% vs 12–15% industry average — that figure exists in our CI pipeline, not only in our copy.
Human-Centric Power
GovernanceAI is the tool. The human is the director.
Constitutional AI means AI that cannot override human intent. The FDIA Action parameter (A) gives humans a mathematical kill switch: A=0 produces zero output regardless of model confidence. We build systems where AI amplifies human judgment, never replaces it. The HexaCore 7-model consensus exists to prevent single-model dominance, not to automate away human decision points.
Long-Term Stewardship
Long-termBuild for decades, not quarters
Every architectural decision is evaluated against a 10-year time horizon. We use open protocols (JITNA RFC-001, Apache 2.0 license) so the knowledge we create cannot be locked away. We document our reasoning, publish what we prove, and design for maintainability by one developer as readily as by a hundred. Quick shortcuts that become long-term liabilities are refused, even when they would accelerate the roadmap.
These Are Not Wall Posters
Each core value has a verifiable implementation in code, in tests, and in public communications. If RCT Labs violates any principle, the public record will show it.