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About Klaro

Klaro is a universal media that cross-checks press sources and extracts the shared neutral fact. No columnist, no opinion: a machine that shows where sources agree, where they diverge, and who really speaks.

01Deterministic cross-checking

An open, reproducible algorithm compares dozens of press sources on the same event. No editorial decision, no human judgment: only what overlaps.

02Independent voices, not clones

An agency dispatch picked up by twenty outlets remains a single voice. We deduplicate rewrites and co-publications to count only the truly independent confirmations — that is what makes reliability.

03Core, disputed, framing, blind spot

We separate the shared fact (the core) from the incompatible versions (the disputed), set side by side the loaded words of each side (the framing), and flag what a camp keeps silent (the blind spot).

04Total transparency

Every source is cited and clickable to the original. You can always trace back to the source. Neutrality is not a promise: it is a visible method.

Corpus transparency

Last cross-check: 2026-06-18 19:48 UTC. 444 sources queried successfully. Deterministic and auditable algorithm — klaro-v2-watch.