👁️ Computer Vision

AI Devours Data Science: XML to Insights in 30 Minutes

Data science's grunt work? AI just ate it. One dev's Apple Health experiment reveals the end-to-end takeover.

Sarah Chen 📅 Mar 29, 2026 ⏱️ 3 min read 👁️ 4 views
Polished AI-generated report visualizing Apple Health trends in exercise and sleep

⚡ Key Takeaways

  • AI agents like Codex handle end-to-end DS: parse, analyze, report in minutes.
  • MCP enables tool access but demands setup grit—beta pains ahead.
  • Data scientists evolve from coders to orchestrators in agent era.

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Sarah Chen
Written by

Sarah Chen

AI research editor covering LLMs, benchmarks, and the race between frontier labs. Previously at MIT CSAIL.

#AI data science #Apple Health analysis #Codex agent #Codex workflow #MCP protocol #MCP tools

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Originally reported by Towards Data Science

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