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.