Your infrastructure. Real students. Real work.

Organizations contribute lab environments, datasets, digital twins, simulation platforms, or computational pipelines. Students work under AI-faculty guidance; the partner practitioner validates the domain result.

Join BYLABS

Participating labs

The founding partner, with room for the network to grow.

Partner 01

PLEYVERSE LABS

Founding BYLABS partner · Independent R&D entity

The reference BYLABS environment: owned, vendor-neutral infrastructure for open-weight AI, computational science, and auditable model operations.

Visit PLEYVERSE LABS

NVIDIA, AMD, Apple Silicon, and emerging accelerators
Open-weight model fine-tuning with owned weights
KTA attribution, version control, and auditable inference
Computational physics, modelling, and digital twins
vLLM, llama.cpp, MLX, quantization, and performance tuning
Burst-only cloud capacity rather than primary cloud dependence

Partner requirements

Lab access

Remote or supervised access to a digital or physical environment. Digital environments are preferred for the inaugural cohort.

Named practitioner

A qualified practitioner joins the end-of-trimester review for approximately two hours and may delegate to a qualified colleague.

Commitment

One 15-week trimester minimum, with multi-trimester work preferred and renewal at each boundary.

Terms before access

Data handling, access, and any corporate IP assignment are agreed in writing before student access begins.

Expression of interest

Bring your lab.

There is no program fee. Tell us what environment you can open and what kind of work it can support.