GAI HACKATHON • THINK AMERICA • Sponsored in affiliation with iO Associates

AMERICAN
FRONTIER
BUILD

24-hour hackathon to launch investable American made ventures that improve lives of real Americans living or working in fragile communities or industries. Compress the entire pre-seed to Series A life cycle to within 24 hours.

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PURPOSE

This is an American R&D sprint that produces investable artifacts. We compress the entire pre-seed to series A life cycle to within 24 hours, one turn of earth's wall clock run time.

Frame the event as a compressed pass through the GAI Foundry (Discovery to Design to Pilot to Production), clearing GAI risk retirement process.

FIRST PRINCIPLES

GUIDING
PRINCIPLES

PSYCHOLOGICAL SAFETY FIRST

Safe environment for innovation and risk-taking

REALITY > THEATER

Solve a P&L-visible problem with an on-ramp to production for fragile sectors of the US economy on land, at sea, and in the air

TRACEABLE & AUDITABLE

Every claim ties to artifacts, metrics, or docs

SKIN IN THE GAME

Sponsors commit data, SMEs, and post-event next steps

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FOUR
TRACKS

LAND — AGTECH

Soil & tissue analytics: variable-rate ops; field logistics; co-op pricing; crop insurance ops

AIR — CLIMATE TECH

Load forecasting; DER orchestration; weather risk pricing; refrigerant leak intel; carbon MRV

SEA — MARITIME TECH

Port ops; autonomous surface/underwater sensing; IUU monitoring; coastal resiliency

LEGACY — INDUSTRIALS & MANUFACTURING / SMB / ENTERPRISE

Demand planning; quoting/autopricing; labor scheduling; case intake & adjudication; revenue ops

Target Workflows: prioritize Core workflows (direct P&L drivers), then Supporting (amplifies Core); exclude Utility unless it unblocks Core.

TRIBE STRUCTURE

TEAM
COMPOSITION

  • Scout = SME — earned insight, problem owner with access to process & data
  • Engineer(s) — full-stack/app + integrations
  • Scientist/ML — modeling, inference, validation
  • Artist/Designer — story, UX narrative, demo clarity
  • Steward — schemas, lawful basis, ingestion/security
  • Sources of problems & talent: indie hackers, F1000 sponsor problem-owners, and GAI network tribes.

    EVALUATION

    JUDGING
    RUBRIC

    95%

    PROBLEM QUALITY

    Is your problem hard enough?

    0.1%

    SOLUTION QUALITY

    Is your solution good enough?

    4.9%

    NARRATIVE

    Is your story compelling enough?

    24-HOUR FORMAT

    EVENT
    SCHEDULE

    T-7 TO T-1

    Prep (async)

  • Sponsor "problem briefs" due (P&L, KPI targets, data samples)
  • 60-min Data Clinic per team (schemas, access, red lines)
  • Pre-reads assigned (SOPs, KPI dashboards)
  • T0 18:00

    Kickoff

    Welcome + problem pitches + team formation

    T+2h

    Gate A: Problem Framing

    KPI, user, constraints; Success = a decision

    Artifact: one-pager + Factory Input Record

    T+8h

    Gate B: Feasibility

    Working PoC on sample/anchor data (TRL ≥ 3); risk ledger updated

    T+16h

    Gate C: Go-to-MVP

    Repeatability evidence; 12-week MVP Charter; draft Value Bridge

    T+22h

    Demos

    6 min pitch + 4 min Q&A

    T+24h

    Awards & Signings

    Commit or kill; calendar follow-ups same day

    INCENTIVES

    AWARDS &
    BENEFITS

    PILOT FUNDING

    Pilot funding consideration for top tribes

    CASE STUDY & INTROS

    Public case study & intros to anchor customers and partners for top tribes

    FOUNDER TRACK

    Founder track invitation for winners

    RESERVED BUILD SLOTS

    Reserved build slots in GAI's pipeline + credit toward a 100-Day Bridge (subject to diligence) for top tribes

    CALL TO ACTION

    JOIN THE
    FRONTIER BUILD

    We call upon the scientific and engineering community to join this effort as a matter of moral duty comparable in magnitude to the Moon Landing or Manhattan Project.

    CONTACT
    RESPONSE TIME
    < 48 hours