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Browsing Tag

Deep Dives

6 posts
AArtificial intelligence
Many Companies Use AI. Few Know How to Build an AI-Native Enterprise Data Platform.
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Many Companies Use AI. Few Know How to Build an AI-Native Enterprise Data Platform.

  • July 19, 2026
have already adopted AI to improve everyday productivity over the past few years. AI has rapidly become part…
AArtificial intelligence
Which Regularizer Should You Actually Use? Lessons from 134,400 Simulations
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Which Regularizer Should You Actually Use? Lessons from 134,400 Simulations

  • May 3, 2026
Authors: Ahsaas Bajaj and Benjamin S Knight ? We ran 134,400 simulations grounded in real production ML models…
AArtificial intelligence
The AI Bubble Has a Data Science Escape Hatch
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The AI Bubble Has a Data Science Escape Hatch

  • March 8, 2026
forecasting roughly $50 billion in advertising revenue using econometrics, time-series models, and causal inference. When a senior VP…
CComputing
Salem, Massachusetts. Image by Author.
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Why Should We Bother with Quantum Computing in ML?

  • October 23, 2025
When black cats prowl and pumpkins gleam, may luck be yours on Halloween. (Unknown) , conferences, workshops, articles,…
SSpace
Know Your Real Birthday: Astronomical Computation and Geospatial-Temporal Analytics in Python
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Know Your Real Birthday: Astronomical Computation and Geospatial-Temporal Analytics in Python

  • October 9, 2025
are planning next year’s birthday celebrations for three friends: Gabriel, Jacques, and Camille. All three of them were…
AArtificial intelligence
Extracting Structured Data with LangExtract: A Deep Dive into LLM-Orchestrated Workflows
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Extracting Structured Data with LangExtract: A Deep Dive into LLM-Orchestrated Workflows

  • September 7, 2025
Having developed raw LLM workflows for structured extraction tasks, I have observed several pitfalls in them over time.…
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