May 19, 2025•10 min read

An overview of SWE-agent, an open-source AI agent that autonomously fixes issues in GitHub repositories, and its place among other AI coding agents.

April 20, 2025•6 min read

Discover the essential skills (reasoning, planning, tool use) driving advanced AI development across major labs and enabling agentic systems.

April 12, 2025•10 min read

Learn about the Model Context Protocol (MCP), how it standardizes AI tool use compared to older methods, and how to integrate it.

March 29, 2025•10 min read

A guide to choosing the right AI methodology by comparing Fine Tuning, Agentic approaches, and Retrieval-Augmented Generation (RAG).

March 25, 2025•9 min read

A comprehensive guide of integration strategies including: Fine Tuning, LLM + RAG, AI Agents, and Structured Workflows

March 10, 2025•5 min read

Research shows AI tools can accelerate development by 6.5-28%, but impacts vary dramatically by team composition and project type. Explore the data on when AI helps—and when it doesn't.

March 4, 2025•4 min read

Comparing different approaches to implement LLM-based classifiers: analyzing trade-offs between quantized fine-tuned models, RAG systems with frontier/quantized models, and direct prompting.

February 27, 2025•5 min read

Study of LLMs managing a virtual vending machine business. While Claude 3.5 Sonnet turned $500 into $2,217 on average, all models eventually failed through mismanaged inventory, confused scheduling, or complete behavioral breakdowns - highlighting key limitations in AI's long-term reliability.

February 15, 2025•3 min read

Analysis of China's rapid AI advancements in language models, hardware adaptation, and policy responses to US tech sanctions during Q1 2025.

January 27, 2025•10 min read

How a Chinese lab redefined AI economics through pure reinforcement learning - and what it means for the future of AI development

January 20, 2025•5 min read

Technical overview of modern LLM system architectures, focusing on inference, fine-tuning, and system integration.

December 22, 2024•5 min read

Analysis of how advancing AI technology, particularly AGI and ASI, could lead to a post-scarcity economy where traditional resource limitations and human labor become obsolete.

December 2, 2024•3 min read

Analysis of how Large Language Models like ChatGPT are being optimized for cost efficiency, sometimes at the expense of intelligence, through techniques like pruning and quantization.

December 1, 2024•4 min read

Shallow dive into how multiple AI agents can create realistic social simulations, exploring concurrent architectures and emergent behavior in artificial communities

October 22, 2024•3 min read

Analyzing the shift from Human-Computer Interaction to Machine-Computer Interaction with Anthropic Claude's groundbreaking computer use capability and comparing available tools in the market.

October 12, 2024•2 min read

Guide to deciding between autonomous AI agents and structured AI workflows for app development, focusing on control mechanisms and task adaptability. Features Microsoft AutoGen and LangChain as example tools.

September 23, 2024•1 min read

Exploring methods to maintain your data privacy when using AI tools, focusing on local LLMs and data obfuscation techniques

September 14, 2024•3 min read

Comprehensive overview of OpenAI's o1 model, exploring its enhanced reasoning capabilities, potential applications, and impact on AI development

September 9, 2024•1 min read

Comprehensive exploration of AI agents: autonomous software entities that perform complex human-like tasks. Covers key features, diverse applications, current challenges, and future impact on industries and daily life.