Resources & Knowledge

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Blog & Expert Articles

Current insights, trends and practical tips from the world of HR diagnostics and development.

Expert Article

Job Market 2027: Which Roles Stay, Which Disappear — and What HR Can Do Now

30% of EU workers already use AI. Cedefop data shows: knowledge-work vacancies are declining while skilled trades are rising. What does this mean f...

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Expert Article

AI Agent Roles in the Disney Model: How Dreamer, Realist and Critic Structure AI Workflows

The Disney Model of creativity as process architecture for AI agents: Dreamer, Realist and Critic as specialized roles — from software developmen...

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Expert Article

AI Development 2026: From Chatbots to Physical AI — and What the EU AI Act Means for HR

Where does AI stand in 2026? OpenAI's 5-level model, Physical AI as a new axis, and what the EU AI Act concretely means for recruiting and people d...

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Expert Article

How Values Emerge: Orbitofrontal Cortex vs. Transformer Layers

Comparing how values form in humans (Orbitofrontal Cortex) versus AI models (Transformers). Why Claude speaks kinesthetically and what mental reson...

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Expert Article

AI Psychology: When AI Models Need Therapy

Fascinating dialogues with Claude Opus 4.5, Gemini 3.0, and DeepSeek about psychological testing of AI models, their 'traumas' from the training ph...

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NEW

AI Implementation Since 2022: Success Stories from DACH Region & USA

Discover how large and medium-sized companies have successfully implemented AI since 2022. Comparison of best practices from DACH region and USA.

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