Lightwell Labs Programs & Fellowships

Empowering Frontier AI Research & Development

Lightwell Labs offers research grants, academic fellowships, and developer incubator programs to advance cognitive AI, safety, and open science.

Research Grants

Lightwell Frontier AI Grants

Funding independent researchers and university labs working on cognitive reasoning architectures, empathy benchmarks, and safe AI alignment.

Program Benefits:

$50,000 to $250,000 compute grants

Direct access to NVIDIA NIM StepFun 3.7 Flash clusters

Publication support in top AI conferences

Academic Fellowship

Graduate AI Residency Program

A 12-month intensive research residency for PhD students and postdoctoral fellows focusing on multimodal vision, real-time web tool calling, and WebGL graphics.

Program Benefits:

Mentorship from Lightwell core architects

Dedicated GPU compute allocation

Co-authorship on Lightwell whitepapers

Incubator

Frontier AI Developer Incubator

Supporting startups and developers building next-gen applications on top of the JAMI-4 API, Code Canvas, and real-time voice infrastructure.

Program Benefits:

API rate limit exemptions & priority support

Venture network introductions

Co-marketing with Lightwell Labs

Open Science

Open Science & Safety Alliance

Partnering with global academic institutions to release open benchmarks, safety evaluation datasets, and transparent model audit tools.

Program Benefits:

Open dataset releases

Bi-weekly research roundtables

Interoperability standards collaboration

Have a research proposal or partnership idea?

Reach out to our research team to discuss custom grant funding and compute allocations.