laxmena

A compilation of research papers I have read.

Note: Papers with linked titles have published notes on this blog.

Currently Reading

• Lost in the Middle: How Language Models Use Long Contexts — arxiv (Liu et al., 2023)

2026

• A Bridging Model for Parallel Computation — paper (Leslie G. Valiant, Communications of the ACM, 1990)
• Learning LangGraph the Right Way: Why We Studied Pregel Before Building Our Own Agent Framework — Article (Apr 2026)
• Why Language Models Hallucinate — Paper (Apr 2026)
• Pregel: A System for Large-Scale Graph Processing — paper (Malewicz et al., Google, SIGMOD 2010)
• Building LangGraph: Designing an Agent Runtime from First Principles — LangChain Blog (technical blog post, March 2026)

2025

• Cognitive Architectures for Language Agents — arxiv
• Code Researcher: Deep Research Agent for Large Systems Code and Commit History — arxiv
• Attention Is All You Need — arxiv
• Chain-of-Thought Reasoning in the Wild Is Not Always Faithful — arxiv
• Solving a Million-Step LLM Task with Zero Errors — arxiv