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The UNIVGA Review

Monitoring & analyses

Technologies, artificial intelligence, cybersecurity, professions, and economic issues: analyses on the developments transforming skills, in Africa and around the world.

Monitoring & analyses

It does not replace the responsibility of the engineer or project manager.

The problem is classic: it is necessary to produce quickly, without losing control. The temptation is to let AI generate variants, calculation notes, quantities, or reports. What is lacking if one goes too fast: clear human validation, version tracking, rules on data, quality control, and a procedure to suspend the tool if it becomes questionable.

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