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Apex Heurius|Experts Data Platform

Advance AI and
scientific discovery
with your domain insights

You define high-value research questions, share expert judgment, and build rigorous datasets for frontier model training. Our system runs all compute-heavy execution work. Your input matters in transforming how science is discovered in the future.

Join as an Expert
Explore the collaboration
01 / 06Fields ↓

Who We Are Looking For

We recruit domain experts across these five areas.

Scientific Computing & Physics illustration

Scientific Computing & Physics

  • Multiphysics simulation
  • Fluid simulation
  • Molecular dynamics
  • PDE problems
Robotics & 3D Simulation illustration

Robotics & 3D Simulation

  • Robot dynamics
  • Blender scientific scene building
  • Physics-based 3D simulation
AI Research & RSI illustration

AI Research & RSI

  • AI for AI
  • Post-training
  • Long-horizon reasoning
  • Agent workflows
  • RSI benchmarking
  • Model evaluation
Chip & Engineering Design illustration

Chip & Engineering Design

  • Chip design
  • 3D IC / Chiplet stacking
  • Structural design
  • Topology optimization
Quantitative Finance & Risk Simulation illustration

Quantitative Finance & Risk Simulation

  • Quantitative modeling
  • Stochastic simulation
  • Risk modeling
  • Market scenario testing

You are a fit if you:

  • Have hands-on expertise in your field
  • Can spot invalid, non-physical or edge-case results AI misses
  • Want to design challenging tasks to improve frontier AI
  • Prefer flexible, part-time collaboration
02 / 06How We Collaborate ↓

How You Can Contribute

Your work will focus on expert judgment.

  • Define research questions and task scope

  • Design evaluation rubrics and edge cases

  • Review, verify and audit simulation / model outputs

  • Validate dataset samples

We handle all heavy generation and execution work
with our automated AI system.

03 / 06What You Get ↓

What You Get

04 / 06How to Join ↓

4 Simple Steps to Join

  1. 1

    Submit your application

    Share your background via links or upload supporting documents. Links are preferred for faster review.

  2. 2

    Quick domain qualification review

    Automated pre-check + our team verifies your domain expertise.

  3. 3

    Select tasks and pass review

    Browse available expert tasks, pick the ones you want, and get approved.

  4. 4

    Deliver your work and receive rewards

    Complete your expert deliverables, get compensated and recognized.

05 / 06Join Us ↓

Apex Heurius

Join Us

Share your background and your research ideas.
We will reach out soon.

Join as an Expert

All submitted materials, including CVs, papers and profile links, are used only for expert qualification review. We will not share, redistribute or use them for any other purpose without your consent.

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