Discussing AI's ethical role in our lives, its future impact, and societal changes has become common. One critical issue often overlooked is how AI will influence global power dynamics, with each continent striving to dominate algorithm mastery - USA, China, Russia, India, and Europe. Articles on AI and ethics usually highlight three levels: first, the assertion that AI should benefit the common good, considering job creation and losses. This assumption requires validation. Second, major AI players (Microsoft, OpenAI, Google) promote potential revolutionary benefits, such as universal cancer cures or affordable personal medication, which also need validation. These developments depend on feeding data models and specialized algorithms, but the outcome may be catastrophic. Furthermore, at the third level, AI's military applications are ominous, with details typically undisclosed to the public. Interested readers can explore more in the AI and Ethics Journal published by Spr...
Taking advantage of the summer months to make progress with certain clients ( ironically , July and August are often the times when we advance most quickly , while focusing on some challenging or particularly complex deliverables ), I continually find myself surprised by the lack of information and the difficulty in obtaining concrete , established , indisputable data. In other words , there is a need to base decisions on clear and precise data, akin to a scientific approach . In daily management— beyond just financial aspects—IT departments must rely on clear , precise , and concise reporting to facilitate progress in digital transformation or technical debt management. Modernizing an information system and simplifying an architecture requires reliable reports that detail which version of a specific technical component is being used , what benefits simplification brings to a particular process, and how risks can...
Insights from WeAreDevelopers World Congress 2025, Berlin Yesterday at the WeAreDevelopers World Congress in Berlin (thanks Julia Kordick), I attended a fascinating session on AI-powered COBOL migration. As a management consultant working with public sector clients, this resonated deeply with our ongoing challenges in legacy system modernization. The Technical Debt Crisis Technical debt in public administrations and large organizations has reached critical levels. Like compound interest on a loan, postponed modernization efforts are making systems increasingly expensive and risky to maintain. AI as the Game-Changer Let me share two concrete examples of how AI is revolutionizing legacy system modernization: Example 1: Tax Processing System Traditional Migration: 20 developers × 18 months = 360 person-months Cost: ~$5.4M (at $15K/month) Quality: 85% code coverage AI-Assisted Migration: 8 developers × 6 months = 48 person-months Cost: ~$720K Quality: 95% code coverage Productivity G...
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