by Clickroot
Mission-Critical, By Design.
TruthGuard is the signal filter for the post-truth era.
TruthGuard is a mission-critical news verification system designed to extract reality from the noise.
It works like a human fact-checker—at machine scale. TruthGuard ingests multiple data sources, synthesizes a mean narrative, and evaluates the truth level and abstracted facts behind the story. The result is clarity in a time of chaos.
News is not broken. It’s overloaded. TruthGuard is your interpretive layer between what’s said and what’s true.
TruthGuard follows a deterministic, multi-stage process:
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Ingest Sources Crawls headlines, bodies, and metadata from diverse outlets (APIs, RSS, etc.)
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Generate Mean Story Identifies shared semantics and constructs a "consensus narrative"
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Abstract Core Facts Extracts claims, actors, causes, and consequences
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Truth Level Analysis Compares across-sources for consistency, bias deviation, factual conflicts
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Output with Score Returns a structured summary with a confidence level, key facts, and source traceability
The modern information environment is saturated, synthetic, and often adversarial. TruthGuard is not a content filter — it's a signal detector.
Applications:
- Crisis response dashboards
- Intelligence briefings
- Journalistic vetting
- Election monitoring
- Disinformation mapping
TruthGuard doesn’t tell you what to believe. It tells you what was said, what’s consistent, and what holds up.
- 📏 Deterministic Modeling — Reproducible outputs from identical inputs
- 🧮 Mathematical Neutrality — No political priors baked into the engine
- 🧭 Traceable Truth — Every fact has a path
When the truth is scattered, TruthGuard assembles the map.
TruthGuard is built by Clickroot.
Follow us at @Clickroot