Explore AI Challenge Categories
Discover challenges across various AI domains and find the perfect opportunity to showcase your skills. Every brief includes live data, automated evaluations, and review rubrics so you can prove end-to-end delivery.
All Challenges
Browse every weekly brief with automated evals, MCP scaffolds, and peer review guidelines.
Sales & Outreach Automation
Build SDR copilots, deal qualification bots, and CRM automations with live pipeline data.
Marketing & Content Automation
Ship campaign planners and content QA agents tuned to brand and compliance guardrails.
AI Music Production Tools
Experiment with stem separation, remix pipelines, and MPC-style prompt interfaces.
Workflow Automation Agents
Orchestrate human-in-the-loop automations across ticketing, alerts, and back-office tooling.
Business Operations Assistants
Prototype finance, compliance, and procurement copilots with audit trails baked in.
Climate & Sustainability
Model energy forecasting, grid resilience, and carbon reporting agents using open datasets.
Ethical AI & Governance
Stress-test bias monitoring, policy simulations, and compliance-ready evaluation suites.
Healthcare & Biotech
Automate trial triage, RWD insights, and patient engagement flows under strict guardrails.
Robotics & Physical Systems
Prototype control loops, perception evaluators, and teleop copilots for robotics stacks.
Cybersecurity & Privacy
Deploy red-team evaluators, SOC copilots, and secure agent toolchains with audit logging.
Synthetic & Generative Content
Design multimodal generation systems with quality checks for safety, tone, and attribution.
Human-AI Collaboration
Combine collaborative workflows, approvals, and metrics to keep humans in the driver seat.
Financial & Economic Systems
Model risk agents, pricing copilots, and compliance checks for trading and payments flows.
Frontier Science & Research
Explore lab automation, materials discovery, and literature copilot workflows with evals.