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Towards Data Science - Medium
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Latest posts
Last updated about 8 hours ago
Single Agent vs Multi-Agent: When to Build a Multi-Agent System
about 8 hours ago
A practical guide to understanding AI agent design, ReAct workflows, and when...
How to Build an Efficient Knowledge Base for AI Models
about 10 hours ago
Building a knowledge base for AI models isn’t a one-time task but...
Playing Connect Four with Deep Q-Learning
about 15 hours ago
Solving multiplayer games with function approximation The post Playing Connect Four with...
How AI Tools Generate Technical Debt in IoT Systems — and What to Do About It
about 16 hours ago
AI tools speed up IoT development — but closer to the hardware...
CSPNet Paper Walkthrough: Just Better, No Tradeoffs
1 day ago
A review of the Cross-Stage Partial Network paper — and a from-scratch...
Inference Scaling (Test-Time Compute): Why Reasoning Models Raise Your Compute Bill
1 day ago
Why reasoning models dramatically increase token usage, latency, and infrastructure costs in...
Which Regularizer Should You Actually Use? Lessons from 134,400 Simulations
3 days ago
A practitioner's decision framework for Ridge, Lasso, and ElasticNet based on three...
How a 2021 Quantization Algorithm Quietly Outperforms Its 2026 Successor
3 days ago
One scale parameter determines accuracy in rotation-based vector quantization The post How...
How to Get Hired in the AI Era
3 days ago
What people actually look for when hiring juniors that stand out The...
Churn Without Fragmentation: How a Party-Label Bug Reversed My Headline Finding
4 days ago
A data quality case study from English local elections on categorical normalisation...
Ghost: A Database for Our Times?
4 days ago
The first database built for AI Agents The post Ghost: A Database...
Why Powerful Machine Learning Is Deceptively Easy
4 days ago
Or why what appears powerful can be methodologically fragile The post Why...