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

a modern vector database—Neo4j, Milvus, Weaviate, Qdrant, Pinecone—there is a very high chance that Hierarchical Navigable Small World (HNSW) is already powering your retrieval layer. It is quite likely you did not choose it while building the database, nor did you tune it or even know it is there. And yet, HNSW is quietly deciding …

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The 10 AI Developments That Defined 2025

Image by Editor   Contents# Introduction# 1. The Emergence of the “Reasoning Era”# 2. The March Toward Agentic and Autonomous AI# 3. Reasoning Models Hit Olympiad‑Level Math# 4. AI Capital Flood and Bubble Worries# 5. Publishers Strike Landmark Model‑Content Deals# 6. Disney Operationalizes Generative AI at Scale# 7. Deepfake, Surveillance & Privacy Flashpoints# 8. EU AI Act and Global Enforcement Era# 9. Military and Defense …

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The Gemini app gets new image verification features

What’s next This launch builds on our history of providing context about images in Google Search and exploring new research innovations like Backstory from Google DeepMind. Looking ahead, we will continue to invest in more ways to empower you to determine the origin and history of content online. Soon, we’ll expand SynthID verification to support …

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Prompt Engineering vs RAG for Editing Resumes

accomplishments and qualifications, I am seeing a lower yield of job application to interview, especially within the past year or so. In common with others, I have considered Large Language Models (LLMs) to assist with resume creation and editing. Ideally, you should create a new resume for every job you apply for, tailoring how you …

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7 High Paying Side Hustles for Students

Image by Author   Contents# Introduction# 1. Freelance Writing and Editing# 2. Graphic Design & Digital Art# 3. Web Development & Tech Freelancing# 4. Online Tutoring# 5. Social Media Management & Content Creation# 6. Personal Training & Online Coaching# 7. Photography & Videography# Final Thoughts # Introduction  Balancing classes, deadlines, and student life is already a challenge, but earning extra income doesn’t have to be.  …

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Google DeepMind & DOE Partner on Genesis: AI for Science

We stand at an inflection point where the convergence of advanced AI and scientific research promises to unlock a new golden age of discovery. Recognizing this, we’re pleased to support the White House’s Genesis Mission – a historic national effort to use AI to transform how scientific research is conducted and accelerate the speed of …

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EDA in Public (Part 3): RFM Analysis for Customer Segmentation in Pandas

! If you’ve been following along, we’ve come a long way. In Part 1, we did the “dirty work” of cleaning and prepping. In Part 2, we zoomed out to a high-altitude view of NovaShop’s world — spotting the big storms (high-revenue countries) and the seasonal patterns (the massive Q4 rush). But here’s the thing: a business …

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10 Lesser-Known Python Libraries Every Data Scientist Should Be Using in 2026

Image by Author   Contents# Introduction# 1. Pandera# 2. Vaex# 3. Pyjanitor# 4. D-Tale# 5. Sweetviz# 6. cuDF# 7. ITables# 8. GeoPandas# 9. tsfresh# 10. ydata-profiling (pandas-profiling)# Wrapping Up # Introduction  As a data scientist, you’re probably already familiar with libraries like NumPy, pandas, scikit-learn, and Matplotlib. But the Python ecosystem is vast, and there are plenty of lesser-known libraries that can help you make your data science …

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FACTS Benchmark Suite: a new way to systematically evaluate LLMs factuality

Large language models (LLMs) are increasingly becoming a primary source for information delivery across diverse use cases, so it’s important that their responses are factually accurate. In order to continue improving their performance on this industry-wide challenge, we have to better understand the types of use cases where models struggle to provide an accurate response …

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