# Graj z AI: jak pozostać niezbędnym w erze AI? | Mateusz Kurleto | TEDxKoszalin

Source: https://www.youtube.com/watch?v=7_OWTJtUK5k
Recap page: https://rapidrecap.app/video/7_OWTJtUK5k
Generated: 2026-01-14T16:09:20.159+00:00

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## Quick Overview

Mateusz Kurleto argues that to remain indispensable in the age of AI, humans must focus on skills AI cannot easily replicate, such as understanding context, empathy, and complex decision-making, rather than rote tasks, citing projections that AI will eliminate 82 million jobs by 2030 while creating 170 million new ones.

**Key Points:**
- By 2030, Artificial Intelligence is projected to eliminate 82 million jobs globally, while simultaneously creating 170 million new ones.
- The speaker emphasizes that the most crucial skill for future relevance is the ability to learn new competencies and apply them in practice, contrasting this with the outdated educational system.
- AI, while excellent at processing data and executing tasks quickly (like the example of the farmer or the cashier), lacks genuine understanding, empathy, and the ability to make complex, contextual decisions.
- The key to remaining indispensable is focusing on human-centric skills like empathy, creativity, and understanding context, which AI struggles to replicate.
- The speaker uses historical context (1989 vs. 2007) and the rise of smartphones to illustrate how rapidly technological shifts can render previous knowledge obsolete.
- Successful adaptation involves relearning old habits and tasks, delegating routine work to AI, and focusing human efforts on strategic oversight and the development of new skills.

![Screenshot at 00:40: The screen displays a statistic projecting that AI will eliminate 82 million jobs by 2030, setting the stage for the discussion on how humans can adapt and remain valuable.](https://ss.rapidrecap.app/screens/7_OWTJtUK5k/00-00-40.jpg)

**Context:** The presentation, titled 'Play with AI: how to remain indispensable in the age of AI?' by Mateusz Kurleto at TEDxKoszalin, addresses the growing fear and disruption caused by the rapid advancement of Artificial Intelligence, particularly generative models like ChatGPT. Kurleto uses statistics and analogies (like the farmer predicting weather or the cashier handling transactions) to frame the discussion around how humans must evolve their skill sets to complement, rather than compete with, AI capabilities.

## Detailed Analysis

Mateusz Kurleto delivers a talk on navigating career survival in the era of Artificial Intelligence, arguing that fear surrounding job elimination is overblown, as projections show a net gain of 88 million jobs created versus those eliminated by 2030 (82 million eliminated vs. 170 million created). He stresses that the most important skill moving forward is the ability to learn and apply new competencies, requiring people to 'unlearn old habits.' Kurleto illustrates that AI excels at tasks requiring pattern recognition, data processing, and speed—like predicting weather or handling simple transactions—but lacks true human qualities like empathy and contextual understanding. He contrasts the world of 1989 with 2007 to show how quickly technology renders knowledge obsolete. The key takeaway is that humans must shift their role from executors of tasks (which AI can take over) to decision-makers and overseers, focusing on uniquely human traits like creativity and empathy to add value beyond what AI can calculate. The final slide emphasizes that the most crucial ability is 'the ability to learn and apply new competencies in practice.'

### Impact of AI on Jobs

- AI will eliminate 82 million jobs globally by 2030, but create 170 million new ones, resulting in a net gain of 88 million jobs.

### The Obsolescence of Old Skills

- The speaker notes that what people learned previously (like in 1989 compared to 2007) is rapidly becoming outdated, exemplified by the rapid evolution following the iPhone.

### AI's Limitations

- AI excels at speed and processing structured data (e.g., farming, cashier roles), but lacks genuine empathy, creativity, and contextual understanding.

### The New Human Role

- The role shifts from executing tasks to strategic oversight, decision-making, and adding value through human elements like empathy and creativity.

### The Core Competency

- The most vital skill is the 'ability to learn new skills and apply new competencies in practice,' requiring individuals to actively unlearn old habits.

### Delegation and Trust

- Managers must learn to delegate tasks to AI, trusting it to handle execution, while humans focus on setting direction and making final judgments.

![Screenshot at 00:06: Title slide for the TEDxKoszalin talk: 'Graj z AI: jak pozostać niezbędnym w erze AI?' \(Play with AI: how to remain indispensable in the age of AI?\).](https://ss.rapidrecap.app/screens/7_OWTJtUK5k/00-00-06.jpg)
![Screenshot at 00:40: Slide showing the projection: 'Do 2030 roku zlikwiduje 82 miliony miejsc pracy' \(By 2030, it will eliminate 82 million jobs\).](https://ss.rapidrecap.app/screens/7_OWTJtUK5k/00-00-40.jpg)
![Screenshot at 01:41: Slide illustrating the contrast between human decision-making \(fork in the road\) and AI execution \(cylinder/roll\).](https://ss.rapidrecap.app/screens/7_OWTJtUK5k/00-01-41.jpg)
![Screenshot at 05:59: Slide showing a microscope icon, representing the analytical power of AI.](https://ss.rapidrecap.app/screens/7_OWTJtUK5k/00-05-59.jpg)
![Screenshot at 14:55: Final summary slide stating: 'Najważniejsza jest zdolność do uczenia się oraz zastosowania nowych kompetencji w praktyce' \(The most important thing is the ability to learn and apply new competencies in practice\).](https://ss.rapidrecap.app/screens/7_OWTJtUK5k/00-14-55.jpg)