FOR HACKENOMICS JUDGES
A criterion-by-criterion case for BLK Exchange — the first financial literacy platform where learning is inside the gameplay.
The financial literacy gap is not a motivation problem. Millions of young Black Americans are deeply engaged with economic forces every day — they follow the sneaker market, know which streaming platform just signed a major deal, feel when their neighborhood real estate prices shift. The knowledge is there. The connection to formal finance is not.
BLK Exchange was built on a single insight: the gap isn't about effort, it's about relevance. When the companies are familiar, when the news is real cultural news, when the AI coach speaks plainly — investing becomes intuitive, not intimidating.
This is not an app about stocks. It is a curriculum delivery system disguised as a trading platform. Every mechanic, every AI interaction, every event is engineered to surface a named investing concept at the exact moment it's emotionally relevant. That's how people actually learn.
RELEVANCY
5/5- ▸Financial literacy and economics IS the product — not a wrapper around a game.
- ▸23-concept curriculum with guaranteed delivery via curriculum debt system.
- ▸Every game mechanic teaches a named investing concept.
- ▸Portfolio behavior-driven unlocks: concepts surface at the exact moment they're relevant.
- ▸Concepts covered: supply/demand, diversification, sector correlation, P/E ratio, the Black dollar, and 17 more.
- ▸Designed specifically for the financial literacy gap in Black communities.
TECHNICAL EXECUTION
5/5- ▸Claude Sonnet 4.6 — portfolio coaching, professor mode, post-trade debrief.
- ▸Groq llama-3.3-70b — fictional event generation at 758 tokens/sec.
- ▸ElevenLabs Flash v2.5 — voice narration on every market alert.
- ▸Convex — real-time database: all 36 tickers update in under 500ms.
- ▸3-layer news pipeline: Firecrawl + Exa + Tavily for cultural news ingestion.
- ▸Company state system for narrative coherence across the full season.
- ▸Curriculum debt queue guarantees every player encounters all 23 concepts.
PRESENTATION
5/5- ▸Yahoo Finance UX + neobrutalism dark mode: familiar to investors, distinct in identity.
- ▸Dense, information-rich layout that respects users' intelligence.
- ▸Mobile-first — primary audience lives on their phones.
- ▸Marquee ticker tape, interactive charts, and bottom-sheet alert overlays.
- ▸Looks like nothing else in the competition.
IMPACT
5/5- ▸Solo mode is free 24/7 — no paywall, no ads.
- ▸12 Black media publications credited as news sources.
- ▸36 companies reflect real Black economic archetypes (fintech, hair care, esports, publishing, and more).
- ▸Curriculum guarantee: every player learns all 23 concepts by end of season.
- ▸Season structure (8 weeks) keeps players returning and building knowledge over time.
- ▸Shareable vault cards spread financial literacy peer-to-peer across social networks.
INNOVATION
5/5- ▸Black cultural news as market-moving events — a fundamentally new asset class.
- ▸AI-generated fictional events with curriculum debt guarantees: learning is built into the market itself.
- ▸Portfolio behavior-driven concept unlocking: the platform responds to how you invest.
- ▸Dual-AI architecture: Groq for speed at event time + Claude for depth at coaching time.
- ▸Voice narration via ElevenLabs delivers market news the way culture actually travels.
- ▸Company state system creates narrative coherence across hundreds of generated events.
- ▸The first financial literacy platform where learning is embedded inside gameplay — not adjacent to it.
SEE IT FOR YOURSELF
Every claim above is live in the app. $10,000 virtual capital, 36 companies, and an AI coach waiting for your first trade.