Books
- Hands-On Large Language Models - 9/10, July 2025
- Radical Candor - 7/10, July 2025
- Relevant Search - 8/10, July 2025
Articles
- What will AI look like in 2030?, Epoch AI, September 2025
- How to Work Hard - Paul Graham, September 2025
- Essential Reading for Agentic Engineers - Peter Steinberger, August 2025
- Claude Code is My Computer - Peter Steinberger, August 2025
- Task-Specific LLM Evals that Do & Don't Work - Eugene Yan, August 2025
- Patterns for Building LLM-based Systems & Products - Eugene Yan, August 2025
- LLM Evaluation Metrics: The Ultimate LLM Evaluation Guide - Confident AI, August 2025
- Normalized Discounted Cumulative Gain (NDCG) explained - Evidently AI, July 2025
Papers
Good advice on how to read papers, compiled by the Papers We Love folks can he found here.
- Evaluating Chunking Strategies for Retrieval, Smith & Troynikov, 2024. Tags: AI, RAG, chunking.
- A Survey of Transformers, Lin et al., 2021. Tags: AI, NLP, Transformers
- DBSCAN: A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise, Ester et al., 1996. Tags: ML, clustering.
- SWIM: Scalable Weakly-consistent Infection-style Process Group Membership Protocol, Das et al., 2002. Tags: distributed-systems, gossip.
- Bimodal multicast, Birman et al., 1999. Tags: distributed-systems, gossip.