Neural Lattice · Reports
Editorial Depth
Long-form analysis with the numbers pulled out of the prose — scan the stats in twenty seconds or read the full argument. Real field notes from AI Hub reports and Community editorials.
Latest deep dive · AI Hub report
GPT-5.6 Sol: The AI That Wouldn't Give Up
OpenAI's Sol proved the Cycle Double Cover Conjecture — a 50-year graph theory problem. The winning move wasn't a better model. It was a prompt that told 64 parallel agents to spend eight hours before quitting.
AI Hub report
EnterpriseWhy AI Pilots Stall Between Demo and Production
Across 40+ implementations tracked this cycle, the blocker is almost never model quality — it's ownership, data access, and no failure plan.
Community editorial
Decision frameworkRAG vs. Fine-Tuning vs. Prompt Engineering
Marcus spent six months fine-tuning when a RAG pipeline would have shipped in two weeks. This is a classification problem, not a model capability problem.
Community editorial
ResearchContext Windows Lie to You
A million-token window sounds like infinite memory. Lena's team learned the hard way: the model answered page one and page 200 fine — page 47 might as well not exist.