> Markdown version of [/videos/100174-cognitive-debt-why-ai-makes-human-judgment-the-bottleneck?t=128](https://www.wearedevelopers.com/videos/100174-cognitive-debt-why-ai-makes-human-judgment-the-bottleneck?t=128). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Cognitive Debt - Why AI makes human judgment the bottleneck Is AI accelerating productivity or just shifting the bottleneck to human judgment? Discover how leaders can protect their teams from the exhaustion of constant AI supervision. - **Speakers:** [Elisa Schön](https://www.wearedevelopers.com/@elisa-schon) - **Event:** World Congress 2026 Europe - **Published:** July 9, 2026 - **Duration:** 21:18 - **URL:** https://www.wearedevelopers.com/videos/100174-cognitive-debt-why-ai-makes-human-judgment-the-bottleneck - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/f66de360cb2a5006d2fb8dea1f0ef48b/thumbnails/thumbnail.jpg?time=22390ms ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Analyzing cognitive load during artificial intelligence usage](https://www.wearedevelopers.com/videos/1352-wearedevelopers-live-did-ai-or-js-break-the-web-finding-gems-in-the-days-of-ai-and-one-thing-developers-really-need-to-know) (from "WeAreDevelopers LIVE - Did AI or JS break the web?, Finding gems in the days of AI and One thing developers really need to know ") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/04c288edccf4e661b863cc0e1ef93d7d/thumbnails/thumbnail.jpg?time=125225ms - [Addressing developer burnout and the impact of artificial intelligence](https://www.wearedevelopers.com/videos/1504-cracking-the-code-to-tech-team-satisfaction) (from "Cracking the Code to Tech Team Satisfaction") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/756f673275637b7f5660cc98cd0f036e/thumbnails/thumbnail.jpg?time=188645ms - [Managing mental load in a digital and intangible workplace](https://www.wearedevelopers.com/videos/1808-the-future-of-employee-wellbeing-benefits-trust-performance) (from "The Future of Employee Wellbeing: Benefits, Trust & Performance") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/305fd44140ef1cd94723f09219dfb5f1/thumbnails/thumbnail.jpg?time=23915ms - [Addressing developer burnout and the perceived value of AI](https://www.wearedevelopers.com/videos/100093-the-integrated-ai-experience-a-new-paradigm-in-an-agentic-world) (from "The integrated AI experience: A New Paradigm in an Agentic World") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/5825a92e34d4207367e7f3e876f9ea89/thumbnails/thumbnail.jpg?time=121590ms - [Addressing the emotional layers of workplace AI transformation](https://www.wearedevelopers.com/videos/1996-partnering-with-ai-building-future-ready-teams) (from "Partnering with AI: Building Future-Ready Teams") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/289939b2a398ccb3b51ff7462a3e18cd/thumbnails/thumbnail.jpg?time=80740ms - [Maintaining cognitive engagement and preventing homogeneous team thinking](https://www.wearedevelopers.com/videos/1996-partnering-with-ai-building-future-ready-teams) (from "Partnering with AI: Building Future-Ready Teams") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/289939b2a398ccb3b51ff7462a3e18cd/thumbnails/thumbnail.jpg?time=80740ms ## Related Articles - [How to Lead Quality Teams Through AI Transformation](https://www.wearedevelopers.com/magazine/791-how-to-lead-quality-teams-through-ai-transformation) - [WWC24 Talk - Scott Hanselman - AI: Superhero or Supervillain?](https://www.wearedevelopers.com/magazine/469-wwc24-talk-scott-hanselman-ai-superhero-or-supervillain) - [Exploring AI: Opportunities and Risks for Developers](https://www.wearedevelopers.com/magazine/522-exploring-ai-opportunities-and-risks-for-developers) - [Why AI is Always Better When a Human is Using It](https://www.wearedevelopers.com/magazine/532-why-ai-is-always-better-when-a-human-is-using-it) ## Related Jobs - [Applied AI Health Data System Engineer-Senior Manager](https://www.wearedevelopers.com/jobs/ext/3715327-applied-ai-health-data-system-engineer-senior-manager) at **PwC** - [Applied AI Health Data System Engineer-Senior Manager](https://www.wearedevelopers.com/jobs/ext/3735668-applied-ai-health-data-system-engineer-senior-manager) at **PwC** - [Applied AI Health Data System Engineer-Senior Manager](https://www.wearedevelopers.com/jobs/ext/3714463-applied-ai-health-data-system-engineer-senior-manager) at **PwC** - [Applied AI Health Data System Engineer-Senior Manager](https://www.wearedevelopers.com/jobs/ext/3713316-applied-ai-health-data-system-engineer-senior-manager) at **PwC** - [Applied AI Health Data System Engineer-Senior Manager](https://www.wearedevelopers.com/jobs/ext/3958067-applied-ai-health-data-system-engineer-senior-manager) at **PwC** - [Applied AI Health Data System Engineer-Senior Manager](https://www.wearedevelopers.com/jobs/ext/3729390-applied-ai-health-data-system-engineer-senior-manager) at **PwC**