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Pitch Deck

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AI Studio Teams

Portfolio-Based Pathways to AI-Era Careers

Stanford CREATE+AI Finals

Track 3: Augment Career Opportunities

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The Experience Paradox

System Failure Detected

The Ladder is Broken.

Entry-level roles—the traditional first rung of the career ladder—are being automated away.

The Catch-22:

"You need experience to get the job... but you need the job to get experience."

66%of Employers Won't Hire Without AI Skills
78%Hiring Managers

Predict AI will displace fresh graduates.

45%Fewer Entry Roles

Decline in entry-level tech postings (Industry Hiring Data).

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Don't Give Them the Fish.
Teach Them to Fish.

Most AI training teaches prompts that expire in months. We build AI resilience through real business challenges—metacognitive skills that transfer across any AI tool, because tools change, but the way you THINK persists.

Giving Fish

"Here is a prompt for ChatGPT."

(Brittle. Expires quickly. Tool-specific.)

Teaching to Fish

"Here is how to THINK about any problem."

(Durable. Transfers everywhere. Human-centered.)

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SkaFld Trailhead

The Platform for Building Adaptive AI Skills Through Project-Based Learning

Trailhead AI Coach

Guides problem decomposition through Socratic questioning—teaches thinking, not answers.

Employer Review Portal

Industry partners validate work samples—real feedback from real professionals.

Teacher Dashboard

Real-time visibility into student progress—freeing teachers to focus on relationships.

12-Week Learning Journey

WK 1-4
Foundation & FluencyDecomposition thinking · AI discernment
WK 5-8
Increasing ComplexityAI-coached real business challenges
WK 9-12
Real-World MasteryEmployer projects · Portfolio building

Result: Portfolios that prove authentic human capability—skills AI can't replicate, validated by employers.

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From Crutch to Catalyst

AI as Coach: Teaching how to think—AI guides, students discover

Trailhead AI Coach
Week 6 · Boeing

Challenge: Reduce documentation errors in Boeing QC

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Let's decompose this. What are the key failure points in QC documentation?

Handoffs between shifts, manual data entry, time pressure...

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Good breakdown. Research wide: Healthcare and aviation solved similar handoff errors. What patterns do you see?

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Four Pillars, Backed by Learning Science

Integrated into every project—building capability employers can verify.

Portfolio Over Credentials

Work samples predict job success 5x better than grades.

Schmidt & Hunter, 1998

Social Learning & Mentorship

Teachers lead weekly sessions. Seniors mentor Sophomores. AI amplifies human connection.

Topping, 2005

Employer Integration

Real projects with real stakes transfer better than simulation.

Lave & Wenger, 1991

Responsible AI Practices

Students learn WHY ethical boundaries matter—active judgment, not just rules.

UNESCO, 2021
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The SkaFld Ideation Methodology

Research Wide. Validate Narrow.

1. Escape the Trap

"We know our industry."

Incrementalism

2. Research Wide

Inverse DomainsAnalogous DomainsExtreme Domains

3. Validate Narrow

Translate patterns back to the problem.

Breakthrough

"The best solution to your problem likely exists in a field you've never explored."

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El Segundo: The Perfect Pilot

Nation's densest aerospace & tech corridor. 5 schools. 3,400 students.

96Students
(8 Teams)
12Employer Partners
(Boeing, Northrop)
24Paid Internships
(Year 1 Goal)
7.0Portfolio Min
(Employer-Rated)
85%Retention
Target
Year 1: El Segundo
Proof of Concept
Year 2: California
5-10 Districts
Year 3: National
SaaS Model
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Universal Design for Learning

Moving beyond access to Universal Learning—portfolios based on capability, not background.

Explicit Parity Targets

  • 50% Female / Male Ratio
  • 40% Free/Reduced Lunch
  • 30% First-Generation College

Barrier-Free Entry

No coding prerequisites

No GPA requirements

No equipment costs

Selection based on interest and commitment

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Rebuilding the Bridge to Careers

The first dollar is the hardest. This is that dollar.

The Ask: $50,000

Stanford CREATE+AI is the catalyst that proves the model and unlocks what comes next.

40%
24%
16%
20%
40%Platform & Tech
24%Pilot Operations
16%Assessment
20%Ops & Support

Sustainability: District CTE contracts and employer partners fund ongoing operations beyond Year 1.

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AI Studio Teams

Teaching the Next Generation to Fish.

Human-centered · Interdisciplinary · Portfolio-proven

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