Research Whitepapers & API Docs
The complete 14-volume Aware Labs Research series, formal scoring equations, and developer integration guidelines published under Creative Commons CC BY 4.0.
Newsrooms and institutional research desks can query live Story Scores and trigger background multi-agent audits via authenticated HMAC endpoints.
The 14 Technical Whitepapers (14)
Series: WP/2026/01 – 14What Is Africa Is Watching?
WP/2026/01 — What Is Africa Is Watching? The platform technical whitepaper: architecture, analysis pipeline, scoring and operations. Michael Omare, AWARE Labs.
Who Tells Africa's Story?
Who Tells Africa's Story? The State of African Media and Its Unequal Dialogue with Western Media. An independent whitepaper by Michael Omare, Founder of Africa Is Watching and AWARE Labs.
Using LLMs to Transform Journalism from a Humanity into a Science
WP/2026/03 — Using LLMs to Transform Journalism from a Humanity into a Science. The AWARE Audit Protocol. Michael Omare, AWARE Labs.
From Humanities to Science: Large Language Models and the Computational Transformation of Journalism
WP/2026/04 — From Humanities to Science: Large Language Models and the Computational Transformation of Journalism. Michael Omare, AWARE Labs.
History of Media as a Tool of War
WP/2026/05 — History of Media as a Tool of War: from the Creel Committee to cognitive warfare and AI. Michael Omare, AWARE Labs.
The Future of Journalism in the Age of LLMs / AI / AGI and Beyond
WP/2026/06 — The Future of Journalism in the Age of LLMs, AI and AGI and Beyond. Michael Omare, AWARE Labs.
How Africa Can Use AI for Media Independence
WP/2026/07 — How Africa Can Use AI for Media Independence. Michael Omare, AWARE Labs / Africa Is Watching.
Propaganda vs AI
WP/2026/08 — Propaganda vs AI: what generative models do to the oldest weapon of statecraft. Michael Omare, AWARE Labs.
Independent Journalism vs Mainstream Media
WP/2026/09 — Independent Journalism vs Mainstream Media: trust, models, performance. Michael Omare, AWARE Labs.
What Is the Media Watchdog?
WP/2026/10 — What Is the Media Watchdog? Watchdog journalism defined and measured. Michael Omare, AWARE Labs.
How Citizens Can Use AI to Hold the Media Accountable
WP/2026/11 — How Citizens Can Use AI to Hold the Media Accountable: a practical skill ladder. Michael Omare, AWARE Labs.
Is the Age of AI the Final Nail for Traditional Media?
WP/2026/12 — Is the Age of AI the Final Nail for Traditional Media? Verdict-first analysis. Michael Omare, AWARE Labs.
AWARE: Engineering the Watchdog for the Watchers
WP/2026/13 — AWARE: Engineering the Watchdog for the Watchers. The architecture, mathematics and governance of a multi-agent media-audit swarm for the African narrative. Michael Omare, AWARE Labs.
Africa Is Watching
WP/2026/14 — Africa Is Watching: Company & Platform Prospectus. Auditing Global Media. Exposing Bias. Empowering Africa. For investors and partners.