Methodology
How TruthLens works
TruthLens uses a multi-step, evidence-first approach. We never make assumptions — every verdict is grounded in retrievable evidence, and uncertainty is always disclosed.
Core principles
Strict neutrality
No political, cultural, or ideological lean. Evidence only.
Full transparency
Every verdict shows its reasoning, sources, and confidence level.
Source-first analysis
Claims are matched against real-world news and official sources.
AI + human logic
Smart reasoning engine analyzes evidence using journalism-inspired prompts.
Uncertainty is honest
When evidence is insufficient, we say Unverified — not guess.
No assumptions
The AI is instructed never to assume beyond what evidence shows.
Verdict levels explained
Strong evidence from trusted sources confirms the claim.
80–100Evidence leans toward truth but is not fully conclusive.
65–79Some aspects are true, others false, or important context is missing.
40–64Technically true but framed in a way that misleads.
30–49Insufficient evidence available to make a determination.
Evidence leans against the claim being true.
15–29Credible sources directly contradict each other.
0–29Credibility score weights
Important disclaimer
TruthLens is an AI-powered tool designed to assist research. Results are not infallible. For high-stakes decisions, always consult primary sources, official publications, and qualified experts.