Mirek Stanek argues that current AI advancements are largely an illusion, built upon existing foundational engineering work rather than novel AI capabilities. He contends that companies achieving AI gains are those that already possessed robust systems like clean data catalogs, efficient CI/CD pipelines, and structured observability. Stanek emphasizes that without these underlying engineering strengths, AI tools offer no real benefit, likening it to multiplying zero by any factor. AI
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IMPACT Suggests that foundational engineering, not AI itself, is the key differentiator for successful AI implementation.
RANK_REASON Opinion piece by a named individual discussing the perceived limitations and underlying dependencies of current AI technology.