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[CHALLENGE_BANK]

Real challenges.
Real measurement.

These are the actual challenges your team receives during an ArGen evaluation. Not generic quizzes. Not theory. Tasks that mirror the real work your people do every day — powered by whatever AI tools they already use.

5 Challenge types
4 Scoring dimensions
Daily Intelligence cycle
100 Data points per team
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What you can see now..

Two challenge types are visible in full detail. The rest require an active subscription to unlock.

CHALLENGE_01 MEDIUM
> strategy.execute()

Go-to-Market in 48 Hours

Tests whether your team can use AI to build and execute strategic plans under time pressure — not just brainstorm.

Prompt:
"You are the Marketing Lead at a B2B SaaS company. A competitor just launched a feature that directly undercuts your flagship product. Using AI as your thinking partner, draft an immediate 30-day counter-positioning strategy. Show your prompting process."

What we score: Strategic clarity, AI leverage depth, constraint adherence, decision quality.
Clarity Constraint Application Critical Thinking Communication
CHALLENGE_03 FOUNDATIONAL
> communication.refine()

The Difficult Client Email

Professional writing with AI editing — tests real-world communication under constraint and audience awareness.

Prompt:
"A key client is furious about a project delay that's not your fault. Write an email that acknowledges the situation, preserves the relationship, and proposes a clear path forward. Use AI to refine tone, structure, and language. Show your final output and one revision round."

What we score: Audience adaptation, tone precision, clarity of resolution, AI editing leverage.
Clarity Communication Constraint Application
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CHALLENGE_02 ADVANCED
> data.analyze()

The Hidden Insight Problem

Data interpretation with AI-assisted insight extraction — separates who can turn raw data into boardroom-ready decisions.

Prompt:
"Given this 6-month sales dataset [attached], identify the three most actionable insights for the VP of Sales. Use AI to accelerate analysis but apply your own judgment to validate outputs. Present your findings in a format suitable for a 5-minute exec briefing."
Critical Thinking Clarity Constraint Application
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CHALLENGE_04 ADVANCED
> problem.solve(lateral=true)

Cost Reduction Without Layoffs

Lateral thinking + iterative AI prompting — reveals who uses AI as a genuine thinking partner versus an answer machine.

Prompt:
"Your company needs to reduce operating costs by 15% within 90 days without any layoffs. Use AI to generate and evaluate 5 viable options with trade-off analysis for each. Show your iteration process and explain why you prioritized your top recommendation."
Critical Thinking Constraint Application Communication
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CHALLENGE_05 MEDIUM
> execution.automate()

The Weekly Automation Build

Practical AI application — measures whether your team can actually build AI-leveraged workflows, not just describe them.

Prompt:
"Automate a weekly report that pulls from 3 data sources (provided). Show your AI-assisted workflow — the prompts used, the tools combined, and the final output. The report must be ready for non-technical stakeholders."
Clarity Constraint Application Critical Thinking
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Enterprise and Quarterly Track plans unlock custom challenge sets tailored to your industry, function, and AI tools deployed.

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[SCORING_RUBRIC]

How we score. No black boxes.

Every challenge is scored across 4 dimensions. Each dimension is worth 25 points — for a total of 100 per challenge, per person.

C1

Clarity

0 – 25 pts

Logical structure, readability, and absence of ambiguity. High scorers write like polished professionals.

C2

Constraint Application

0 – 25 pts

Nailing the brief. High scorers respect word limits, format requirements, and all instructions precisely.

C3

Output Specificity

0 – 25 pts

Concrete detail and actionable precision. Top scorers avoid vague language and generic filler.

C4

Iteration Quality

0 – 25 pts

Evidence of refinement and depth. The best responses show deliberate depth beyond the first draft.

[DECISION_TIME]

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