Last updated 08-09-2026
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CaliberAI
CaliberAI is a content risk scanner built for newsrooms and publishers who need legal-grade checks before text goes live. It flags defamatory statements, hate speech, doxxing, IP disclosure, and other high-risk language in articles, comments, and social posts. Editors get explainable alerts inside browser extensions, CMS plugins, and standalone evaluators rather than a black-box moderation score.
Generic moderation APIs optimize for broad policy violations. CaliberAI trains on curated defamation datasets annotated by journalists, lawyers, and linguists, and its defamation model follows Common Law definitions used across English-speaking jurisdictions. That legal alignment matters when a flagged phrase could mean lawsuit exposure, not just a community guideline strike.
Media lawyers, comment moderators, and pre-publication editors at news and information providers use CaliberAI across WordPress, Facebook, Twitter, and browser-based workflows. Sales-led onboarding at [email protected] sets custom risk thresholds per organization because publisher tolerance for edgy copy varies widely.
Defamation model aligned with Common Law definitions for English-speaking legal territories
Eight product surfaces: article evaluators, social moderators, WordPress plugin, browser extension, and comment tools
Harmful content detection covers sexism, racism, LGBTQI+ discrimination, religious bias, ableism, and threats of violence
Explainable outputs include attention weights and custom risk thresholds per organization
Online Article Evaluator gives individuals and micro enterprises instant in-browser risk insights
Expert-annotated defamation datasets train multiple machine learning models for production deployment
Legal-focused defamation model rather than generic community guideline filtering.
Explainable attention weights help editors understand why a phrase flagged.
Broad integration surface from WordPress to social platforms and browser extensions.
Advisory panel includes veteran journalists and AI ethics researchers.
No public pricing; every deployment requires a sales conversation.
Enterprise positioning leaves little self-serve access for casual bloggers.
Defamation alignment targets Common Law jurisdictions, which may not map to all legal systems.
What risks does CaliberAI detect?
CaliberAI flags defamatory language aligned with Common Law standards plus harmful content such as hate speech, doxxing, IP disclosure, climate denial framing, and identity-based abuse. It targets publisher legal exposure before publication.
How does CaliberAI integrate with my workflow?
CaliberAI offers an Online Article Evaluator, email whole-article evaluator, Facebook and Twitter moderators, a WordPress CMS plugin, a real-time browser extension, plus comment and review moderators. Sales configures thresholds for your stack.
Does CaliberAI replace human editors?
No. CaliberAI augments editors and moderators with near real-time risk signals and explainable attention weights. Human reviewers stay in the loop for final publish decisions.
How much does CaliberAI cost?
CaliberAI does not publish flat subscription prices. Organizations contact [email protected] for a custom quote based on integration scope, volume, and risk threshold requirements.
What makes CaliberAI defamation detection different?
CaliberAI builds on unique defamation datasets annotated by publisher-led experts in news, law, linguistics, and computer science. The algorithm follows Common Law defamation where false statements cause reputational harm.
Who founded CaliberAI?
CaliberAI was founded by Conor Brady, former Editor of The Irish Times, and Neil Brady, a former journalist with Storyful and The Guardian. The team includes editors, developers, lawyers, and linguists.