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What Companies Actually Mean When They Say They Want “AI Experience”

Techwavie October 24, 2026

Job postings for data analysts, statisticians, and researchers increasingly list "AI experience" as a requirement.…

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Machine Learning
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Does Agentic RAG Actually Retrieve Better Evidence? I Tested It on 298 Questions

In January 2025, Aditi Singh and coauthors published a survey titled Agentic Retrieval-Augmented Generation: A…

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October 23, 2026
Machine Learning
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The Roadmap to Becoming an AI Product Manager in 2026

AI is reshaping how products are built, shipped, and measured. Companies are finding that the…

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October 21, 2026
Machine Learning
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Welcome to Google Gemini 4 Argon

Most launch charts I have seen show the new model winning everything, which is why…

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October 20, 2026
Machine Learning
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Agentic RAG vs. Naive RAG: When Your Retrieval System Should Think for Itself

Large language models are remarkable text generators, but they have a well-documented weakness: they hallucinate.…

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October 18, 2026
Machine Learning
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Do You Still Own the Code Your AI Wrote? I Built CodeOwnership to Measure It

Your coding assistant tells you every test passed. The build is green, so you merge…

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October 17, 2026
Machine Learning
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Few-Shot Text Classification with Scikit-LLM

Introduction If you have worked with building text classification models, chances are you got familiar…

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October 15, 2026
Machine Learning
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Your Agent Doesn’t Need More Freedom

Here's the kind of story that did the rounds in early 2026. Someone spins up…

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October 14, 2026
Machine Learning
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A Practical Guide to OpenAI’s New Decisions API

I recently covered TypesafeAI’s JEV in TDS (link at the end). JEV makes fast decisions,…

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October 12, 2026
Machine Learning
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Build Your First MCP Server in Python (Stateless Spec Edition)

The Model Context Protocol changed in an important way this summer. With the 2026-07-28 MCP…

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October 10, 2026

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