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Comparative Heritage Project · OLALI Research

Language Research Portal

A research environment for studying the world's languages as instruments of national and global security: how they carry power, how meaning survives or fails in translation, and how human and machine systems can be held to account for it.

Leadership

Every conflict is argued, every peace is negotiated and every warning is heard in a human language. To defend a people is to understand how they speak, and to measure how faithfully their words are carried by others and by machines.

Under the direction of Dr. David Olali, Founding Director of the Comparative Heritage Project, this portal brings linguists, translators, security analysts and technologists together around one conviction: that human languages are strategic heritage. Grounded in his Comparativity Complex Theory, which treats heritage as a source of power that adapts or dies, and in the Project's Heritage Security Intelligence framework, the research asks where language protects, where it endangers, and who decides. Dr. Olali's leadership sets the standard: rigorous human review, open method, and research that serves the communities whose languages it studies.

Why language is a security question

Security is spoken before it is secured

Early warnings, negotiations, testimony and public-health messages succeed or fail in the language people actually speak.

Mistranslation is a vulnerability

A single misrendered term can misdirect aid, inflame a dispute or distort intelligence. Translation quality is a security question.

Machines now mediate meaning

AI translation is deployed faster than it is tested, least of all for the languages most of humanity speaks. Evidence has to come first.

Heritage is power

Languages carry memory, authority and identity. Who controls how a language is represented shapes who is heard, believed and protected.

Research programmes

The portal grows programme by programme. African Languages is open to reviewers now; the others are in development.

Active

African Languages

Human linguistic review of machine translation across African languages: adequacy, fluency, terminology and the preservation of meaning.

Open the African Languages portal →
In development

Languages of the Diaspora

How languages carried by migration keep, lose or remake meaning, and what that means for belonging, representation and trust.

In development

Sacred Texts and Translation

Scripture, translation and power: who renders sacred language, for whom, and with what consequences for identity and conflict.

In development

Language and Security Intelligence

The linguistic dimension of Heritage Security Intelligence: early warning, influence and misinformation as they travel between languages.

In development

Endangered and Minority Languages

Documenting languages at risk, and measuring who is left unheard when public systems and AI serve only dominant languages.

In development

Machine Translation and AI Across World Languages

Reproducible, human-reviewed evaluation of the models now translating between the world's languages, with model, language and version on record.

How the research works

  1. Human judgement first. Trained reviewers who speak the language evaluate every translation.
  2. Reproducible evidence. Each evaluation records the model, language, version and reviewer, so results can be checked and repeated.
  3. Comparative by design. Findings are read across languages and traditions, not one at a time, to show where power and meaning shift.
  4. Accountable to communities. The people whose languages are studied are partners in the research, not only its subjects.
Enter the African Languages portalReviewer sign-inAbout the Comparative Heritage Project