An Alien Mind
Jakub Pachocki reflects on increasingly capable AI and the challenge of keeping it aligned. He calls for stronger safeguards and international coordination.
Category: AI
Linear Discriminant Analysis (LDA) in Real-Life: Dimensionality Reduction in a Real-Estate Dataset
Using LDA for dimensionality reduction in classification problems The post Linear Discriminant Analysis (LDA) in Real-Life: Dimensionality Reduction in a Real-Estate Dataset appeared first on Towards Data Science.
Text Watermarking in Python: Catch Whoever Copies Your Writing
AI companies quietly watermark billions of words a day. Here’s how to apply the same three families of techniques to your own writing—and what real experiments reveal about which watermarks survive copy-paste, editing, and paraphrasing. The post Text Watermarking in Python: Catch Whoever Copies Your Writing appeared first on Towards Data Science.
Research acceleration: The view inside OpenAI
Inside OpenAI, coding agents are reshaping AI research. Explore early data on agent usage, experiment velocity, task complexity, and research acceleration.
Dynamical System Transfer Learning with Reduced Order Models
Improving reinforcement learning for complex physics The post Dynamical System Transfer Learning with Reduced Order Models appeared first on Towards Data Science.
Why Transformers Need Positional Encoding For Time Series: A Visual Guide
From scalar observations to self-attention, and how positional information restores sequence order The post Why Transformers Need Positional Encoding For Time Series: A Visual Guide appeared first on Towards Data Science.
5 Free LLM API Providers You Can Use in 2026
Explore five free AI API providers for accessing large language models, fast inference, multimodal AI, and agentic applications without paying for API usage.
Switchyard: NVIDIA’s Open Source Routing Library
Stop sending every AI request to your most expensive model. See how intelligent routing can cut cost and latency without sacrificing much quality.
Optimal Traffic Allocation Under Heterogeneous Variant Cost
Why the default 50/50 split is the wrong move when your treatment is more expensive than your control, and how cost-based sampling weights fix it The post Optimal Traffic Allocation Under Heterogeneous Variant Cost appeared first on Towards Data Science.
How to Run 10+ Claude Code Sessions Without a Powerful Computer
Learn how to run a lot of parallel coding agents without expensive, powerful hardware at home The post How to Run 10+ Claude Code Sessions Without a Powerful Computer appeared first on Towards Data Science.