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trust in AI systems

Why Our Trust in AI Systems Is Eroding and How to Rebuild It

As artificial intelligence continues to evolve, so does our relationship with it. I’ve seen firsthand how AI’s potential can inspire hope and skepticism in equal measure. While it holds immense promise, a series of high-profile failures and oversimplified solutions have steadily eroded public trust in its capabilities. I’ll walk through why trust in AI systems is diminishing, and more importantly, how I believe we can rebuild it through responsible, transdisciplinary collaboration.

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mitigating LLM dependency

How to Preserve Critical Thinking Skills While Mitigating LLM Dependency

As someone working in data-intensive environments, I often rely on generative artificial intelligence to streamline analysis and synthesize complex information. Large Language Models (LLMs) like ChatGPT and Claude are powerful tools, but without safeguards, they can slowly erode critical thinking skills in an organization. Preserving critical thinking skills while intelligently mitigating LLMs dependency is critical in today’s AI-augmented workflows.

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