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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."

40%Workforce Reduction
📉
78%Hiring Managers

Predict AI will displace fresh graduates.

45%Fewer Entry Roles

Decline in entry-level tech postings (LinkedIn).

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

Most AI training teaches prompts that expire in months. We teach metacognitive skills through real business challenges—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.

12-Week Learning Journey

WK 1-4
Foundation & Fluency

Decomposition thinking · AI discernment

WK 5-8
Increasing Complexity

AI-coached real business challenges

WK 9-12
Real-World Mastery

Employer projects · Portfolio building

Result: Portfolios that prove capability—not credentials that claim it.

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AI as Coach, Not Crutch

Teaching how to think—AI guides, students discover

Trailhead AI Coach
Week 6 · Boeing

Challenge: Reduce documentation errors in Boeing QC

🤖

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

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

🤖

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

Building capability that employers can verify.

Portfolio Over Credentials

Work samples predict job success 5x better than grades.

Schmidt & Hunter, 1998

Near-Peer Mentorship

Seniors mentor Sophomores. Teaching reinforces learning.

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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Equity by Design

Portfolios are the great equalizer—evaluation 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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The Right Team to Execute

Technology • Design • Policy

Charles Sims
Charles Sims
Project Director

Former CTO, LA Clippers & UTA
Creator, SkaFld Ideation Methodology
Founder, SkaFld Venture Studio

Keith Coleman
Keith Coleman
Stanford Liaison & Policy

Stanford BA '86
Advisory Scholar, Stanford mediaX
Co-Chair, UN SDG Fund Breakthrough Alliance

Mike Belloli
Mike Belloli
Technology Lead

COO, SkaFld Studio
Co-Founder, Lyfe AI & Defy Mortgage
Full-stack Developer & Architect

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Rebuilding the Bridge to Careers

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

The Ask: $50,000

To do this right takes $500K–$1M. Stanford CREATE+AI is the leverage that unlocks the rest.

40%
24%
16%
20%
$20KPlatform Dev
$12KPilot Impl.
$8KAssessment
$10KOps & Buffer

Sustainability: Recurring District Contracts and Employer partners cover the $521/student program cost.

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AI Studio Teams

Teaching the Next Generation to Fish.

Human-centered · Interdisciplinary · Portfolio-proven

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