ASTORIA ACADEMY

Build the expertise behind better AI.

A pathway into Astoria’s mission and expert network, grounded in quality, vetted expertise, and domain knowledge.

The Academy develops the domain expertise behind high-quality human data and a network of vetted specialists across languages.

One common core. Practice in your domain.

CORE

A shared, domain-independent foundation for every participant.

PRACTICE PACK

Domain-specific practice that brings your subject knowledge into the work.

PRIORITY DOMAINS

Computer Science · Medicine · Finance · STEM · Legal Studies

Three focused tracks

Data Annotation, Model Evaluation & Benchmarking

Comprehensive training covering labeling fundamentals, single/pairwise answer evaluation, custom rubric creation, expert correction traces, and production benchmark assembly.

12 weeks

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Adversarial Testing & Failure Analysis

Advanced stress-testing techniques to identify domain failure modes, prompt injection vulnerabilities, reproducible bug reporting, and safety compliance.

6 weeks

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Agent Workflow, Task & Verifier Design

Designing complex interactive environments, stateful tasks, trap registers, difficult user behavior, and automated machine-checkable verifiers without coding.

12 weeks

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Joining the waitlist does not guarantee admission or project opportunities.