The hidden infrastructure cost behind every AI answer

Paligo's interactive investigation details the extensive infrastructure stack supporting AI, from the geopolitical concentration of chip manufacturing at ASML and TSMC to the massive energy and water consumption of data centers. The report highlights that while companies focus on compute and model training, they often neglect the 'content layer,' where fragmented or outdated documentation leads to AI hallucinations and unreliable outputs. Ultimately, the study argues that high-quality AI performance depends on structured content management, as inference costs continue to rise and physical resource constraints become significant bottlenecks.

(Source：PPC Land)