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Research Preview · Closed Beta

You're testing an early build of GSS·AI.

A few things to understand before you begin — this is a research instrument under active development, not a finished product.

01 — Capability

~1–2% of the final model

What you're seeing represents roughly one to two percent of the capability planned for the full release. This build exists to validate the system, not to showcase final answer quality.

02 — Purpose of this phase

Consistency & load-bearing

We're testing stability, consistency, and how the system holds up under real use — retrieval, grounding, and infrastructure. Your sessions are part of that evaluation.

03 — Expect rough edges

Verify what matters

As a small, early model it may produce errors, omissions, or fabrications. Treat it as a study partner to check — not an authority. Always verify important claims against the cited sources.

04 — Scope

Global South scholarship

GSS·AI is built for postcolonial thought, decolonial theory, anti-imperialism, and the study of empire and atrocity. It will decline general-purpose requests outside that domain.

By continuing you understand this is an experimental beta.
Feedback shapes the full release.

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Global South Solidarities / Research Instrument

Good evening.

A small model raised on a particular library — postcolonial thought, decolonial theory, and the study of empire and atrocity. Ask within that domain; I cite where I can, and I'm honest about what I don't know.

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