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Learn how to get the most out of Claude Cowork
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Prefill Is Compute-Bound. Decode Is Memory-Bound. Why Your GPU Shouldn’t Do Both.
Large Language ModelsInside disaggregated LLM inference — the architecture shift behind 2-4x cost reduction that most ML…
16 min read
Latest
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5 Practical Tips for Transforming Your Batch Data Pipeline into Real-Time: Upcoming Webinar
TDS WebinarsBringing your batch pipeline to real-time requires careful consideration. This post brings you five practical…
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It’s not about audio and video anymore
21 min read -
How to turn OpenStreetMap data into an interactive map of wild swimming spots using Overpass…
19 min read -
Most RAG tutorials focus on retrieval or prompting. The real problem starts when context grows.…
14 min read -
The best data models make it hard to ask bad questions and easy to answer…
29 min read -
What to use, when to use it, and what to ignore?
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In an age of constrained compute, learn how to optimize GPU efficiency through understanding architecture,…
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Generate high-quality, minimal SVG plots by fitting Bézier curves with an ODF algorithm.
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Learn how to apply coding agents to all tasks on your computer
8 min read
Editor’s Picks
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What has changed in the past five years in the role and importance of generalists…
5 min read -
By compiling a simple program directly into transformer weights.
19 min read -
Most ReAct-style agents are silently wasting their retry budget on errors that can never succeed.…
19 min read -
AI coding assistants need a persistent memory layer to overcome the statelessness of LLMs and…
10 min read -
A long-form article featuring over 100 visualizations, covering a range of topics from how to…
107 min read -
The mathematical foundations of Vision-Language-Action (VLA) models for humanoid robots and more
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Deep Web Data Is the Gold We Can’t Touch, Yet
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How a hybrid PyMuPDF + GPT-4 Vision pipeline replaced £8,000 in manual engineering effort, and…
8 min read -
How to optimize context, a precious finite resource for AI agents
8 min read
The Variable Newsletter
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Authors can now benefit from updated earning tiers and a higher article cap
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Sorting through the good, bad, and ambiguous aspects of vibe coding
4 min read
Deep Dives
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Why storing and retrieving data isn’t enough to build reliable AI memory systems
22 min read -
A deep-dive and practical guide to cross-encoders, advanced techniques, and why your retrieval pipeline deserves…
28 min read -
We fitted the Ebbinghaus forgetting curve to 555,000 real fraud transactions and got R² =…
17 min read -
How depth estimation, foundation segmentation, and geometric fusion are converging into spatial intelligence
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A Survival Analysis Guide with Python: Using Time-To-Event Models to Forecast Customer Lifetime
Data ScienceUnderstand survival analysis by modeling customer retention through Kaplan-Meier curves and Cox Proportional Hazard regressions.
13 min read -
A clear mental model and a practical foundation you can build on
17 min read
