AI Challenges

This blog specializes in Generative AI challenges for professional use.

Articles for category "use-cases"

2026: Want a "10x Human"? Fix Your Communication

Published 6.3.2026

Why shared context, not just AI tooling, is the real bottleneck for effectiveness in 2026.

Categories: psych-socialuse-cases

Efficiency is the Trap. Effectiveness is the Goal.

Published 31.1.2026

AI can speed up initial development, but speed is not the same as value. In professional software development the key question is whether AI helps us make better decisions—not just ship more code faster.

Categories: ai-toolsuse-cases

The GenAI Divide: Deconstructing the 95% AI Failure Rate

Published 10.11.2025

A recent MIT report reveals that 95% of generative AI pilot programs in large companies fail to deliver ROI, creating a "GenAI Divide." This article deconstructs the strict definition of success behind this statistic and explores the true challenges of scaling AI in the enterprise.

Categories: use-cases

Evaluation of answers - Danger: Reference answer

Published 22.5.2025

How you can easily trick yourself when you are quick with the foundation of your evaluation-system.

Categories: use-casesintroductionalevaluation-testing

Get better search results with LLM generated search queries in my Web Search Assistant

Published 4.10.2024

How to use LLM generated search queries in my Web Search Assistant.

Categories: use-casesknowledge-management

Talk to your blog - Part 1: How to automate user centric interactions

Published 27.9.2024

My first steps and challenges of creating the functionality to talk to your blog.

Categories: use-cases