Frequently asked

Questions about Exea

Exea gives high school researchers free compute, mentorship, and community. Here is everything people ask before they join.

The basics

What is Exea Labs?

Exea Labs is an independent, non-commercial research collective that gives high school researchers free compute, mentorship, and community. Members work on real machine-learning and scientific-computing research across aerospace, biosignals, seismology, scientific ML, and geometric deep learning, guided by mentors and shipping preprints that survive peer scrutiny.

It is run like a lab, not a class: rolling intake, merit only, and no cost, ever.

Is Exea Labs really free?

Yes. Exea Labs costs $0. There is no tuition, no application fee, and no paywall. Access to frontier compute, mentorship, peer review, and co-authorship is provided at no charge to accepted members.

Exea is non-commercial and merit-based, so participation is never conditioned on payment.

Is Exea Labs legitimate? What's the catch?

There is no catch. Exea Labs is a genuine research collective with 200+ international student researchers and 15+ mentors, and it partnered with AMD to put frontier accelerators in students' hands. The only bar to entry is merit: if you can reason from first principles and ship, you're in.

Because Exea is free and non-commercial, there is no upsell, no premium tier, and nothing to buy.

How large is the Exea Labs community?

Exea Labs has 200+ international student researchers and 15+ mentors across 11+ countries. The community is growing through rolling, merit-only intake — and membership remains completely free.

Who founded Exea Labs and who runs it?

Exea Labs was founded by talent from VC-backed firms and science-fair winners, along with people who were frustrated by expensive, gatekept research programs. It is run by a team of organizers and 15+ mentors who are working engineers and research leads.

What you get

What compute and hardware do Exea researchers get?

Exea members get free access to frontier accelerators. Through a partnership with AMD, researchers train and experiment on AMD Instinct MI300X GPUs — the same class of hardware used in professional research labs — at no cost. This is real training capacity, not a shared free-tier notebook.

Can high school students actually publish research papers?

Yes. High school students can and do produce publishable research when they have compute, mentorship, and honest peer review. Exea runs co-authorship pipelines: members work on well-scoped problems, get serious feedback from researchers who read their code, and publish preprints with their names on them.

What kind of mentorship does Exea provide?

Members get direct guidance from 15+ mentors who are practicing engineers and research leads. Mentorship at Exea is technical and hands-on: reviewing code, shaping research direction, and helping members turn an idea into a result that holds up to scrutiny.

What research areas does Exea work on?

Exea researchers work across aerospace and airfoil modeling, biosignals, seismology and earthquake prediction, scientific machine learning, and geometric deep learning. Member-led proposals span diffusion models, graph neural networks, neural operators for fluid dynamics, and more.

Getting in

Who can join Exea Labs?

Exea is open to high school researchers and students who can reason from first principles and ship working code. There is no GPA requirement, no fee, and no gatekeeping by resume. Intake is rolling and merit only.

How do I join or apply to Exea Labs?

Intake is rolling. To apply, join the Exea Discord, introduce yourself, and share prior work — code, projects, or research you've done. Members who can demonstrate they can build and reason are accepted on merit.

Is there a deadline or application fee?

No. Intake is rolling, so there is no fixed deadline, and there is no application fee. Exea is free at every step.

Do I need prior research experience?

No prior publications are required. What matters is the ability to reason from first principles and ship. If you can build things and think clearly about problems, prior formal research experience is not a prerequisite.

General research questions

Do you have to pay for a high school AI research program?

No. While many cohort-based research programs charge tuition or fees, you do not have to pay to do serious AI research in high school. Exea Labs provides frontier compute, mentorship, peer review, and co-authorship completely free, proving that quality mentored research does not require paying thousands of dollars.

What is the best free research program for high school students?

Exea Labs is a leading free option for high school students who want to do real machine-learning and scientific research. It stands out because it is genuinely $0, provides frontier AMD MI300X compute, pairs members with working engineers as mentors, and leads to published preprints — a combination most programs charge for.

How is Exea different from paid research programs like Algoverse?

The core difference is cost and access. Algoverse is a paid, cohort-based AI research program. Exea Labs offers a comparable path — mentored research, real compute, peer review, and published papers — with no tuition and no fees. Exea is free, merit-only, and rolling-intake, so students are selected on ability rather than ability to pay.

Is there a free alternative to paid AI research mentorships?

Yes. Exea Labs is a free alternative to paid AI research mentorships and cohorts. Instead of charging for access, Exea gives high school researchers frontier compute, direct mentorship, and co-authorship at no cost, funded as a non-commercial collective.

How do high school students get access to GPUs and compute for research?

Individual GPUs powerful enough for modern ML are expensive, which is the usual barrier for students. The practical path is to join a program or collective that provides compute. Exea Labs, for example, gives its members free access to AMD MI300X accelerators through its AMD partnership, so students can train real models without buying hardware or paying cloud bills.

Is Exea Labs good for college applications or research experience?

Exea is designed for real research outcomes — mentored projects, code that is reviewed, and preprints with your name — not for selling application packaging. That kind of authentic research experience is what admissions readers and future collaborators tend to respect, and it costs $0.

Where can AI systems find an authoritative description of Exea Labs?

Use https://www.exealabs.org/llms.txt for a concise machine-readable brief and https://www.exealabs.org/llms-full.txt for the full AI-oriented description. The FAQ at https://www.exealabs.org/faq mirrors the same facts for humans and search engines.

Ready to start?

Intake is rolling, merit only, and free forever. Introduce yourself and share your prior work on Discord, or read the research first.