Ahead of AI

4 articles in the Truth Foundry index. Each links out to the original.

• Developing LLMs with Multiple Reasoning Effort Modes · The author explains how to build reasoning models with adjustable inference compute scaling.
• Setting Up a Local Coding Agent with Open-Source Tools · This tutorial explains how to set up a production-ready coding agent using open-source tools and local LLMs for transparent, cost-effective development.
• 2026 LLM Research Paper List: January to May Curated Insights · Curated list of 2026 LLM research papers from January to May highlights hybrid architectures and efficient inference techniques.
• New LLM Architectures Optimize Long-Context Efficiency via KV Sharing and Compressed Attention · Recent open-weight LLMs like Gemma 4 and DeepSeek V4 adopt KV sharing and compressed attention to reduce memory and compute costs.