AI Research

AI & ML Research Papers

A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.

AI Agents

2 papers

Technical ReportNeura Market Technical Report NM-TR-2026-022026Featured

The State of AI Workflows in 2026: Reliability Engineering in 5,147 Published Automation Templates

Neura Market

81% of n8n workflow templates that call an external system declare no error handling at all — no retry, no timeout, no error branch. A structural analysis of 5,147 deduplicated automation templates, read from their own executable specifications.

0Aug 21, 2026Workflow AutomationReliability Engineering

Technical ReportNeura Market Technical Report NM-TR-2026-012026Featured

What Builders Publish, and What Gets Used: A Structural Analysis of 26,822 Workflow-Automation Templates from n8n and Make

Neura Market

AI went from 0% to 58% of new n8n automation templates in five years, only 1.2% of templates pause for a human, and the top 10% capture over three-quarters of all recorded adoption — from 26,822 workflow specifications across n8n and Make.

0Aug 17, 2026Workflow AutomationAI Agents