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From the SHV notebook.

Essays, internal notes, and public thinking about intelligence, safety, architecture, and where SHV is headed.

The End of Brute Force AI

Why the future of artificial intelligence may belong to efficient architectures rather than trillion-parameter models.

Shaurya VermaMarch 12, 2026
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Why emotional AI is more than a feature.

Looking at emotional intelligence as a core layer of systems, not an add-on.

SHV ResearchComing soon
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Designing Eunoia: from theory to architecture.

How SHV thinks about AGI as a generational engine, not a single model.

SHV ResearchComing soon
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Utopian Space as a launchpad, not a classroom.

Why SHV built Utopian Space and how it treats learners as builders.

SHV ResearchComing soon
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