Community Research Call #5

Manifold Team -

Community Research Calls (CRCs) are Manifold’s regular, interactive updates where we present exciting progress on existing projects, org updates, new project launches, and opportunities to get involved!

For CRC #5, we covered:

GOLEM Program
— MultiNet: Unified benchmarks and architecture progress for multimodal agents
— VLM Calibration: Robust confidence estimation for vision–language models
— Multimodal Action Models: Connecting perception to action across modalities

Aethermorph Program
— Modular Space Systems Assembly: Autonomous swarm assembly and reconfiguration of modular space structures
— Crowded Orbit Navigation: Decentralized path planning in dense, debris-filled environments

Community Infrastructure
— Community Projects System: How contributors can propose and lead focused research efforts
— Manifold Advancement Network: Expanding our contributor ecosystem and research pathways

​Join Us

​​We’re growing our core team and pursuing new projects. If you’re interested in working together or collaborating, see our website for active initiatives and open positions, join the conversation on Discord and check out our Github.

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