29 Articles about AI & Data Science from July

AI Has Flipped Software Development

Designing Software for AI Agents

How Distillation Makes AI Models Smaller and Cheaper

AI Comes Up with Bizarre Physics Experiments. But They Work. 

Can large language models do accounting? Evaluating LLMs on real long-horizon complex business tasks

How to Run your LLM on your Laptop

Vibecoding a high performance system

"China has taken a commanding lead in AI research, despite US restrictions on exporting key computing chips to its rival, finds a new report.” 

Programming & data engineering techniques and modules on GeoSpatial dataset for efficient data processing in Python 

Context Engineering for AI Agents: Lessons from Building Manus

AI Definitions: Machine learning   

10 GitHub repositories that feature collections of machine learning projects that include example codes, tutorials, and guides 

Do Large Language Models (Really) Need Statistical Foundations?

What is ‘compute-in-memory’ and why is it important for AI?

AI Definitions: Python 

Budget cuts hit geospatial intelligence and analytics contracts 

AI Definitions: Predictive Analytics

A surprisingly simple model that reproduces the main features of deep neural networks and that allows one to optimize their parameters

Forward-deployed engineering requires creativity combined with technical acumen

7 Python Statistics Tools That Data Scientists Actually Use in 2025

China produces more AI research than US, UK and EU combined—it is ‘dwarfing’ the talent pools of rivals 

How to Perform Effective Data Cleaning for Machine Learning 

How to Measure the ROI of AI Coding Assistants

19 Articles about AI & Coding 

Building a Personal AI Factory

Do large language models organize information in the same way humans do—and should they? 

Compression-meaning tradeoff – This is the balance between reducing data size (compression) and preserving the original information 

How to Start Learning Math for Data Science: A Simple Guide

Steps to building a simple RAG pipeline in Python, utilizing ChatGPT API, LangChain, and FAISS