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How you can build your own Thompson Sampling Algorithm object in Python and apply it…
17 min read -
For any data scientist who works in a team, being able to undo Git actions…
24 min read
Latest
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A guide to bridging the gap between ease of use and raw performance.
10 min read -
The hidden cost of probabilistic outputs in systems that demand reliability
13 min read -
Your RAG Gets Confidently Wrong as Memory Grows – I Built the Memory Layer That Stops It
Large Language ModelsAs memory grows in RAG systems, accuracy quietly drops while confidence rises — creating a…
15 min read -
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Conceptual overview and practical guidance
16 min read -
Why it tickles your brain to use an LLM, and what that means for the…
8 min read -
How to turn data into a strategic asset that enables faster decisions, reduces uncertainty, and…
11 min read -
Proxy-Pointer RAG: Structure Meets Scale at 100% Accuracy with Smarter Retrieval
Large Language ModelOpen source. 5-minute setup. Vector RAG done right—try it yourself.
14 min read -
Generating Minecraft Worlds with Vector Quantized Variational Autoencoders (VQ-VAE) and Transformers
10 min read
Editor’s Picks
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Git worktrees, parallel agentic coding sessions, and the setup tax you should be aware of
20 min read -
How I turned my eight-year weekly visualization habit into a reusable AI workflow
7 min read -
Architectures, pitfalls, and patterns that work
14 min read -
Inside MareNostrum V: SLURM schedulers, fat-tree topologies, and scaling pipelines across 8,000 nodes in a…
11 min read -
The upstream decision no model, or LLM can fix once you get it wrong
22 min read -
Machine learning models can be confident even when they shouldn’t be. This article introduces Deep…
12 min read -
How to turn OpenStreetMap data into an interactive map of wild swimming spots using Overpass…
19 min read -
What to use, when to use it, and what to ignore?
7 min read -
What has changed in the past five years in the role and importance of generalists…
5 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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What if an unsupervised model could become a strong classifier with only a handful of…
10 min read -
memweave: Zero-Infra AI Agent Memory with Markdown and SQLite — No Vector Database Required
Agentic AIThe problem with agent memory today
17 min read -
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 -
It’s not about audio and video anymore
21 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