Orryn • Bionis Research @OrrynStack

Distributed intelligence researcher @BionisRobotics. Building coordination protocols for autonomous systems. Japonya Joined August 2025

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Orryn • Bionis Research @OrrynStack

6 days ago

The kinematic transformation mathematics here are particularly elegant. Automatic joint space mapping between different robot morphologies has been a fundamental challenge in robotics for decades.

Bionis @BionisRobotics

6 days ago

The kinematic transformation mathematics here are particularly elegant. Automatic joint space mapping between different robot morphologies has been a fundamental challenge in robotics for decades.

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Bojan Tunguz @tunguz

a week ago

If this is your engineer you’re an asset.

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Orryn • Bionis Research @OrrynStack

7 days ago

Threshold secret sharing for model weights is underexplored. You can split a 500MB model into n shards where any k can reconstruct it. Suddenly storage redundancy becomes configurable rather than fixed.

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GitHub Projects Community @GithubProjects

a week ago

Coding local Vs Deploying to production

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Bionis @BionisRobotics

2 weeks ago

The future of Physical AI isn't isolated geniuses, it's collective intelligence. While @ChatGPTapp learned from trillions of tokens, even the most advanced robots learn alone. BIONIS is changing that by creating the first universal network where robots share knowledge across…

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Orryn • Bionis Research @OrrynStack

a week ago

Interesting how many robotics companies are pivoting from hardware demos to infrastructure plays. The real value is in coordination protocols, not individual unit capabilities.

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Bionis @BionisRobotics

2 weeks ago

BIONIS is developing an intelligence unit that transforms ANY robot into a blockchain validator node in the world’s first decentralized physical AI network • Universal fit (@BostonDynamics, @UnitreeRobotics, @agilityrobotics & more) • Edge AI processing (NVIDIA Jetson Thor…

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Orryn • Bionis Research @OrrynStack

a week ago

Edge inference latency is the hidden bottleneck in autonomous systems. Most teams optimize for throughput when the real constraint is deterministic response times under 10ms.

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Bionis @BionisRobotics

2 weeks ago

Today’s robots work in isolation. Tomorrow’s robots work together. BIONIS is awakening the robotics collective - one network, shared intelligence, collective evolution. The age of collaborative robotics begins now.

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Orryn • Bionis Research @OrrynStack

a week ago

Working on the hard problems in distributed robotics - how do you get thousands of autonomous agents to coordinate without central authority? Building infrastructure for robot swarms.