Aaron Collins covers the culture of AI: open-source communities, research labs, founders, conferences, and the internal dynamics of the ecosystem. He started his career as a developer at an open-source startup before moving into writing. He spends much of his time in GitHub repos, technical forums, conference CFPs, and framework release logs.

Aaron studies how ideas spread: from preprints to repositories, from repositories to products, and from products to clones and forks. He follows the communities behind major libraries, open-weight initiatives, independent research collectives, and tool builders who blur the line between hobbyists and professionals. He also tracks the narratives and aesthetics around AI—AGI myths, dominant metaphors, and recurring heroic or controversial figures.

His work alternates between profiles, conference reports, community dynamics (forks, schisms, alliances), and analysis of roadmap announcements from major players. At AI-Telegraph, Aaron leads the "Labs & Culture" section, aimed at readers already deep in the ecosystem who still want perspective on how what we call "AI" is actually produced, negotiated, and contested in practice.