AI-Proofing Resources

AI-Proof Your Career. Build Proof of Skill.

Everything you need to AI-Proof your hiring, build Proof of Skill, and stay ahead of AI — all free, all backed by data. By Gen Furukawa.

AI-Proofing for Hiring Managers

AI-Proof your hiring process. Stop overpaying for AI-level output.

Guide

The Complete Guide to AI-Proof Hiring

A step-by-step playbook for AI-Proofing your hiring process to identify candidates with genuine Proof of Skill beyond what AI can produce. Includes assessment templates and scoring rubrics.

Coming Soon
Gen Furukawa · 24 pages · PDF
Template

50 AI-Proof Interview Questions That Verify Proof of Skill

Fifty interview questions specifically designed to surface human capabilities that AI can't replicate. Organized by role type and competency area. Copy-paste ready for your next interview.

Coming Soon
Gen Furukawa · Notion Template
Framework

The AI-Proof Scorecard: DIY Version

Build your own AI-Proofing scorecard that measures strategic originality, contextual judgment, domain expertise, and AI orchestration ability. Based on ProofOwl's proprietary Proof of Skill methodology.

Coming Soon
Gen Furukawa · Google Sheet

Proof of Skill for Professionals

Build your Proof of Skill. AI-Proof your career. Know exactly where you outperform AI.

Self-Assessment

AI-Proof Self-Assessment: Where Do You Stand?

A 15-minute self-evaluation that helps you identify your Proof of Skill — which of your professional abilities represent a genuine AI-Proof edge and which AI has already caught up to. Includes a personalized AI-Proofing roadmap.

Coming Soon
Gen Furukawa · Interactive · 15 min
Guide

The AI-Proofing Playbook: Build Skills AI Can't Replicate

A practical guide to AI-Proofing your five core competencies that consistently outperform AI: strategic originality, contextual judgment, domain expertise, creative risk-taking, and stakeholder navigation.

Coming Soon
Gen Furukawa · 18 pages · PDF
Checklist

AI Orchestration Skills Checklist

Master the art of working with AI, not against it. This checklist covers prompt engineering, multi-model workflows, output evaluation, and the judgment layer that makes AI collaboration actually valuable.

Coming Soon
Gen Furukawa · PDF Checklist

Research & Data

Original research on AI capabilities, hiring trends, and the human-AI performance gap.

Research

2026 AI vs. Human Marketing Performance Report

We ran 500+ marketing tasks through Claude, GPT-4, and Gemini, then compared the output to work from 200+ marketing professionals. Here's exactly where humans still win — and where they don't.

Coming Soon
Gen Furukawa · 32 pages · PDF
Research

The State of AI in B2B SaaS Hiring: 2026 Survey

Survey data from 300+ B2B SaaS hiring managers on how AI is changing their hiring process, what they're worried about, and where they see the biggest gaps. Includes benchmarks by company stage and team size.

Coming Soon
Gen Furukawa · 20 pages · PDF
Research

Which Marketing Skills Are Most AI-Resistant? A Data Analysis

Analyzing performance data from 1,000+ ProofOwl assessments to identify which specific marketing competencies show the highest human-over-AI advantage — and which are already commoditized.

Coming Soon
Gen Furukawa · Interactive Dashboard

The AI-Proofing Toolkit: Everything in One Package

Get all of our most popular AI-Proofing resources bundled together — including the complete hiring guide, Proof of Skill interview questions, scorecard framework, and our latest research report.

  • AI-Proof Hiring Guide (24 pages)
  • 50 AI-Proof Interview Questions
  • AI-Proof Scorecard Template
  • 2026 AI vs. Human Performance Report
  • AI-Proofing Skills Checklist

Free · No spam · Instant download

New AI-Proofing resources every week.

Subscribe to get notified when we publish new AI-Proofing guides, Proof of Skill research, and frameworks. Plus weekly insights on staying AI-Proof.

Weekly AI-Proofing insights. No spam.