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MAIAM2 min read

A Multi-Tiered AI Accessibility Model (MAIAM): Proportionate Access and Capability Limits for Comprehensive Frontier AI Safety

Most debate about releasing capable AI systems treats the choice as binary: keep the model behind an API, or publish the weights. That framing runs together two separate decisions. One is how capable a system may become. The other is who may obtain a given capability, and on what terms.

By Chai K. Toh, Vasu Raj JainarXiv - cs.AI

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Originally published by arXiv - cs.AI on Oct 16, 2026.

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