The Artificial Intelligence Show #199: AI Answers - Do Custom GPTs Still Matter? AI Output Validation, 2026 Job Disruption, Preventing Burnout, and Build vs. Buy
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Feb 26, 2026 They debate whether custom GPTs still matter and when to build versus buy. They unpack why AI output validation needs human verification and where agent-building tools stand. They map which roles and skills are most at risk and explain how to prevent AI-driven burnout. They highlight situational awareness as the essential leadership superpower for navigating rapid AI change.
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Build Agents In Your Existing Tech Stack First
- Start building agents inside platforms you already use before custom engineering.
- Use Microsoft Copilot, Google AI Studio, Salesforce agents or tools like Lovable and Claude Code to prototype outreach or content agents without full-stack development.
Enterprise Friction Slows Immediate Job Disruption
- Enterprise friction slows mass job disruption despite model capability to automate knowledge work.
- Paul argues many enterprises still haven't granted basic AI access, so widescale replacement will be longer and messier than headlines imply.
Manage Early AI Workload With Time Back
- Prevent AI burnout by managing output expectations and rewarding creators with time off.
- Early adopters produce far more; Paul recommends organizational design, extra PTO, or time back after big AI-driven wins to avoid overload.