How It Works
Every issue goes through 6 independent editorial stages designed to catch what the others miss. Each stage challenges the one before it. The final output is scored, measured, and published with full audit transparency.
No Malaysian outlet publishes its bias measurements. We do.
The Verdict Bar
Every issue shows how each editorial stage assessed it.
Opinion Shift
How much you'd miss by reading only the headline. Higher means more hidden complexity.
The Six Stages
1. Primary Analysis (PA)
Six-card analysis from court documents, parliamentary records, and primary sources. Every sentence written knowing it will be audited across 12 dimensions.
2. Bias Audit (BA)
Scans for 9 bias types — partisan, racial, religious, geographic, economic, gender, omission, emotional manipulation, and diplomatic evasion.
3. Fact Verification (FC)
Every claim verified against primary sources. Each gets a confidence score: verified, unverified, misleading, or incorrect.
4. Alternative Framing (AF)
Finds missing voices — B40, East Malaysia, women, youth, intra-community class divides. Counter-arguments the reader deserves to hear.
5. Contrarian Stress-Test (CT)
Attacks the analysis. Where is it cowardly? Where does it hedge when evidence is clear? Would a taxi driver in Ipoh feel spoken to or lectured at?
6. Synthesis Review (SR)
Integrates all five critiques. Corrects facts first, then rebalances bias, fills gaps, strengthens courage. Produces the final score.
12 Bias Dimensions
Every article is measured across all 12. The full vector is published on each issue.
We do not claim neutrality. We claim measurable balance across 12 published dimensions, verified factual accuracy, quantified inter-stage conflict, and radical transparency about our methodology and its limits.
Verify Authenticity
Every issue carries a cryptographic fingerprint. Verify any content is authentic and unmodified.