An applied AI literacy lab for teams shipping responsibly
Vetted Lab trains builders, analysts, and operators to spot AI failure modes before they matter. We ship high-signal challenges that mirror the messy work of validating claims, vetting vendors, and making judgement calls with clarity and care.
of U.S. adults are highly concerned about inaccurate AI information.
AI-generated news sites tracked by NewsGuard's monitoring center.
fail rate when 11 leading chatbots were tested on false claims.
of surveyed organizations report using generative AI today.
Why now
AI systems still make confident errors. Teams need structured reps to practice interrogating answers, verifying sources, and communicating risk in real time.
Independent monitors and researchers document chatbots repeating false claims and producing misaligned recommendations. We translate those incidents into realistic, hands-on drills.
Public concern around AI misinformation and safety is accelerating. Teams that can evidence-check fast and communicate clearly stand apart.
We combine capture-the-flag energy with lightweight analytics so you can see where skills are building and where support is needed.
Our Solution & Skills You'll Master
Challenge-based learning that builds real-world AI literacy skills
How We Teach
Challenge-Based Learning
Work through realistic scenarios where you read sources, test assumptions, and correct AI outputs. Learn by doing, not just reading.
Adaptive AI Practice
Our assistant intentionally introduces realistic mistakes so you can spot patterns and verify with sources. Get instant feedback on your accuracy.
Evidence and Feedback
Submit answers with citations, then receive targeted feedback on reasoning, sourcing, and accuracy. Build systematic verification skills.
Skills You'll Build
AI Mistake Detection
Master spotting AI hallucinations, biases, and reasoning errors before they mislead you or your team.
Source Verification
Learn to check citations, weigh credibility, and validate claims against reliable references.
Critical Analysis
Apply structured thinking patterns to catch logical fallacies and strengthen analytical reasoning.
Prompt Engineering
Craft effective prompts, probe failure modes, and systematically evaluate AI responses.