OYVIRESEARCH

Venture far.
Know the way back.

Independent research on
intelligent agents and human flourishing.

Explore our research
01

Why OYVI

In a Moonlit Night on the Spring River, travelers look upon the same moon and wonder who will find their way home.

In the Odyssey, a journey through the unknown is ultimately a journey of return.

OYVI begins with the same question:
How far can intelligence venture,
while still knowing its way back?

Ink landscape of a moon above a quiet river, with mountains and a small boat

《春江花月夜》

A Moonlit Night on the Spring River

不知乘月几人归。

A lone sailboat travelling across a dark sea beneath a luminous sky

Odyssey

A journey through the unknown
is ultimately a journey of return.

02

Research

We study the intersection of intelligent agents, human behaviour and real-world intelligence.

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Fine computational paths converging into a few efficient trajectories through selected nodes

Do more with less compute and fewer tokens.

A finely engraved flowing software surface woven into a delicate hardware substrate

Co-design systems and hardware for efficient intelligence.

A finely engraved woman facing an intelligent-agent profile emerging from flowing data chains

Build agents that adapt and collaborate with people.

03

Our Principles

Guided by three enduring principles.

Seek Truth.

求真

Question assumptions.
Follow evidence.

Build for Reality.

务实

Turn ideas into working systems
in the real world.

Pursue Excellence.

至善

Never stop at what is
merely sufficient.

04

Recent Work