This week's Data pro News provides a critical retrospective on the impact of near-infinite context windows in enterprise Artificial Intelligence workflows during 2025, confirming the predicted exponential leap in AI agent power. The analysis highlights that models routinely handle millions of tokens, transforming sectors like legal, healthcare, and software development, leading to dramatic improvements in document analysis and code review. However, the article also addresses the complexities and risks that were underestimated, specifically identifying challenges related to the amplification of bad data quality, significant privacy paradoxes requiring new governance, and a notable increase in computational cost and response latency for complex queries. Ultimately, the text argues that mastering context governance and strategic deployment is crucial for enterprises to gain a competitive advantage in this rapidly evolving AI landscape.

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