📌 Stop Blaming the Data: A Better Way to Handle Covariance Shift

🗂 Category: DATA SCIENCE

🕒 Date: 2026-01-05 | ⏱️ Read time: 9 min read

Instead of using shift as an excuse for poor performance, use Inverse Probability Weighting to…

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📌 YOLOv1 Loss Function Walkthrough: Regression for All

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2026-01-05 | ⏱️ Read time: 26 min read

An explanation of how YOLOv1 measures the correctness of its object detection and classification predictions

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📌 How to Optimize Your AI Coding Agent Context

🗂 Category: PROGRAMMING

🕒 Date: 2026-01-06 | ⏱️ Read time: 7 min read

Make your coding agents more efficient

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📌 GliNER2: Extracting Structured Information from Text

🗂 Category: NATURAL LANGUAGE PROCESSING

🕒 Date: 2026-01-06 | ⏱️ Read time: 11 min read

From unstructured text to structured Knowledge Graphs

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📌 Feature Detection, Part 3: Harris Corner Detection

🗂 Category: MACHINE LEARNING

🕒 Date: 2026-01-05 | ⏱️ Read time: 7 min read

Finding the most informative points in images

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📌 Measuring What Matters with NeMo Agent Toolkit

🗂 Category: LLM APPLICATIONS

🕒 Date: 2026-01-06 | ⏱️ Read time: 13 min read

A practical guide to observability, evaluations, and model comparisons

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📌 The Best Data Scientists Are Always Learning

🗂 Category: DATA SCIENCE

🕒 Date: 2026-01-06 | ⏱️ Read time: 10 min read

Part 2: Avoiding burnout, learning strategies and the superpower of solitude

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📌 HNSW at Scale: Why Your RAG System Gets Worse as the Vector Database Grows

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2026-01-07 | ⏱️ Read time: 18 min read

How approximate vector search silently degrades Recall—and what to do about It

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📌 I Evaluated Half a Million Credit Records with Federated Learning. Here’s What I Found

🗂 Category: DATA SCIENCE

🕒 Date: 2026-01-07 | ⏱️ Read time: 12 min read

Why privacy breaks fairness at small scale—and how collaboration fixes both without sharing a single…

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📌 Probabilistic Multi-Variant Reasoning: Turning Fluent LLM Answers Into Weighted Options

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2026-01-07 | ⏱️ Read time: 21 min read

Human-guided AI collaboration

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