Application Guide

How to Apply for AI-First Science: Bio, Neuro, Nano

at Foresight Institute

๐Ÿข About Foresight Institute

Foresight Institute is a San Francisco-based research nonprofit that funds science and technology too early-stage or interdisciplinary for legacy institutions. It is unique in its explicit 'AI-first' mandate: using advanced AI to accelerate breakthroughs in nanotechnology, whole-brain emulation, and longevity before advanced AI itself arrives. Working here means joining a small, high-agency team that prizes open-source deliverables and in-person collaboration at research nodes.

About This Role

This is not a traditional employment role but a funded research position: you propose and execute an AI-first project in one of three areasโ€”nanoscale design/simulation/assembly of molecular machines, cheaper brain mapping/connectomics/lo-fi behavioral prediction for whole-brain emulation, or tissue replacement/organ synthesis/reversible biostasis for longevity. You receive $30,000โ€“$100,000 to hit concrete 1โ€“3 year milestones with open-source outputs, while actively participating in person at a Foresight research node. Your work is expected to directly accelerate scientific breakthroughs that might otherwise take decades.

๐Ÿ’ก A Day in the Life

A typical day might involve running AI simulations or training models for molecular design or connectomics, then meeting in person with node colleagues to review progress and iterate on the 1โ€“3 year milestone plan. You might also spend time packaging code or datasets for open-source release and coordinating with other Foresight grantees to share methods. Expect a mix of deep technical work, rapid prototyping, and frequent cross-disciplinary brainstorming.

๐ŸŽฏ Who Foresight Institute Is Looking For

  • Has a strong track record in AI/ML (e.g., generative models, reinforcement learning, simulation, or computer vision) applied to at least one of the three target domains: nanotechnology, neuroscience/connectomics, or longevity biology.
  • Can articulate a concrete 1โ€“3 year research plan with measurable milestones and open-source deliverables, not just a vague interest in the area.
  • Is comfortable working in a fast-moving, interdisciplinary nonprofit environment and committed to regular in-person participation at a Foresight research node.
  • Demonstrates prior experience with early-stage, high-risk projectsโ€”either through publications, open-source contributions, or independent researchโ€”and thrives without heavy institutional infrastructure.

๐Ÿ“ Tips for Applying to Foresight Institute

1

Frame your proposal as 'AI-first': explicitly state how AI is the core method, not an add-on, and how it accelerates the specific subgoal (e.g., closed-loop fabrication, connectomics, or biostasis).

2

Include a detailed 1โ€“3 year milestone timeline with quantitative targets and a clear open-source release plan (e.g., code, datasets, protocols) for each milestone.

3

Name at least one specific Foresight research node or existing Foresight project you want to collaborate with, and explain how your in-person participation would work logistically.

4

Show evidence of past interdisciplinary workโ€”link to GitHub repos, preprints, or demos that combine AI with wet-lab, simulation, or hardware.

5

Address the 'before advanced AI' urgency directly: explain why your project must be done now and how it reduces existential or long-term risk.

โœ‰๏ธ What to Emphasize in Your Cover Letter

['Your specific AI-first technical approach and why it is uniquely suited to one of the three focus areas (nanotech, whole-brain emulation, or longevity).', "A concise summary of your 1โ€“3 year plan with concrete milestones and open-source deliverables, tied to Foresight's mission.", 'Your commitment to and logistics for active, in-person participation at a Foresight research node, including any prior experience with collaborative research communities.', 'How your background demonstrates the ability to execute high-risk, early-stage research without extensive institutional support.']

Generate Cover Letter โ†’

๐Ÿ” Research Before Applying

To stand out, make sure you've researched:

  • โ†’ Read Foresight Institute's recent grant announcements and research node descriptions to understand what projects they have already funded and what gaps remain.
  • โ†’ Study their 'AI-First Science' thesis or any manifestos/blog posts explaining why they prioritize AI before advanced AI, to align your language with theirs.
  • โ†’ Identify key people at Foresight (e.g., program managers, senior researchers) and their work, so you can reference specific synergies in your application.
  • โ†’ Review open-source outputs from previous Foresight grantees to see the expected format, scope, and quality of deliverables.
Visit Foresight Institute's Website โ†’

๐Ÿ’ฌ Prepare for These Interview Topics

Based on this role, you may be asked about:

1 Deep dive into your proposed 1โ€“3 year research plan: milestones, risks, and how you would pivot if key assumptions fail.
2 How you would integrate AI with experimental or simulation workflows in your chosen domain (e.g., closed-loop fabrication, connectomics pipelines, or biostasis assays).
3 Your philosophy on open-source deliverables: what you would release, when, and how you would handle IP or dual-use concerns.
4 Concrete examples of past interdisciplinary projects where you had to learn a new field quickly and produce results.
5 How you would collaborate with other Foresight grantees and research nodes, including in-person participation and knowledge sharing.
Practice Interview Questions โ†’

โš ๏ธ Common Mistakes to Avoid

  • Proposing a project where AI is only a minor tool rather than the central methodโ€”Foresight explicitly seeks 'AI-first' proposals.
  • Submitting a vague, open-ended research idea without a concrete 1โ€“3 year milestone plan or open-source deliverables.
  • Ignoring the in-person participation requirement or treating it as optional, which signals a mismatch with Foresight's collaborative model.

๐Ÿ“… Application Timeline

โฐ Deadline: October 31, 2026

We recommend applying at least a few days early to avoid last-minute technical issues.

Typical hiring timeline:

1

Application Review

1-2 weeks

2

Initial Screening

Phone call or written assessment

3

Interviews

1-2 rounds, usually virtual

โœ“

Offer

Congratulations!

Ready to Apply?

Good luck with your application to Foresight Institute!