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KP UnpackedAuthor: KP Reddy
KP Unpacked explores the biggest ideas in AEC, AI, and innovation, unpacking the trends, technology, discussions, and strategies shaping the built environment and beyond. Language: en Genres: Business, Entrepreneurship, Investing Contact email: Get it Feed URL: Get it iTunes ID: Get it |
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Attitude, Aptitude, and Access: The Three A's of AI Adoption
Monday, 23 February, 2026
Why are corporate knowledge workers structurally prohibited from learning the most important skill of the decade?In this episode of KP Unpacked, KP Reddy sits down with Nona Black, Head of People, to unpack why hiring 36 people feels harder than running 36 Mac minis with Claude Cowork and why that's both a joke and a serious question. From Delta Airlines innovation leadership to startup chaos, Nona brings the corporate perspective on what happens when IT departments become the biggest barrier to workforce evolution.The conversation spans the tactical (how Claude holds your ADHD thoughts while you context-switch), the structural (why engineers need to collapse into product roles and talk to customers), and the philosophical (should we expect new hires to show up AI-fluent, or is that unfair?). KP argues that medium-level AI competency means you've automated something frustrating in your workflow not just asked ChatGPT about the weather. Nona counters that most people in corporate America don't have access, incentive, or permission to build that skill, which creates a massive disadvantage for anyone not in a startup environment.Key topics covered:Why managing people is harder than managing AI agents and why that's both true and not the pointHow Claude Cowork helps ADHD superpowers: holding half-finished tasks while you context-switch and come back laterThe expert generalist thesis: AI tools are making everyone capable of cross-functional work without formal trainingWhy KP tells architects to keep IT out of the room if they want to make progress on AI adoptionThe three A's of knowledge work: Attitude, Aptitude, and Access and why access is the limiting factor in corporate AmericaWhy engineers need to collapse into product roles and learn customer empathy, not just coding mechanicsThe middle ground of AI competency: automating frustrating workflows, not just asking questions Google can answerWhy Claude asked KP if he wanted to pay for data aggregation services or go straight to free public sourcesHow to evaluate AI fluency in hiring: have they built an agent, automated a task, or just used ChatGPT for trip planning?Why solo entrepreneurship is more appealing now than ever, you don't need 17 people to fill 17 roles anymoreThe sandbox problem: corporate risk tolerance vs. giving employees freedom to tinker and experimentWhy offshore development teams struggle to build good software, they're not living the customer's lifeHow Claude gives real-time feedback on KP's fiction writing: "This chapter doesn't make sense, are you coming back to this?"If you're a knowledge worker wondering whether to stay in corporate or jump to a startup, a leader trying to figure out how to hire for AI fluency, or an IT department blocking progress in the name of risk management, this episode will challenge how you think about access, aptitude, and the future of work.Listen now.BuildingWorks & Brookwood Sponsors
