Field notes
2,343 notes from my AI research vault, mapped by topic. Pick a topic to see its notes, or search.
Click the web, then scroll to zoom
Every note is in the list below. The web of topics draws here once the page has loaded.
7 of 2,343 notes match.
- Question answered
- Source note
- Topic
- Shared notes
Notes on case study
7 notes
How Scottish Water Made Its Capital Investment Data Conversational With Databricks Genie
Databricks published a customer case study describing how Scottish Water built "SPARK," a natural-language interface over Databricks Genie and Microsoft Teams/Copilot, to let staff query capital investment project data…
Can AI agents conduct open-ended AI research? Early evidence from two case studies
Two case studies show that current AI agents struggle to make substantial progress towards answering open-ended research questions in AI, even with six days and significant computing resources.
LLMs and Agentic AI Systems for Smart Grids: A Tutorial on Architectures and Applications
The paper discusses the use of Large Language Models (LLMs) and Agentic AI systems in smart grids for tasks like forecasting, optimization, and control. It presents a design principle to ensure numerical results come…
Reward-Adaptive Iterative Discovery: A Case Study on Automated Game Testing for NHL26
The authors present Reward-Adaptive Iterative Discovery (RAID), a new approach for automated game testing using Reinforcement Learning (RL) in the gaming industry. The case study is based on EA SPORTS NHL 26's…
Finding H. pylori in the Fine Print: Evidence-Linked Multi-Agent Case Finding from Gastric Biopsy Reports
Researchers evaluated a system called nMAS that can automatically extract information about Helicobacter pylori infection from gastric biopsy reports. The system had an accuracy of 98.61% in classifying four binary…
Cheap Code, Costly Judgment: A Case Study on Governable Agentic Software Engineering
The authors of this paper study the shift in software engineering towards using Generative AI for low-cost code production and the challenges that come with it, specifically focusing on governance and maintenance. They…
Cheap Code, Costly Judgment: A Case Study on Governable Agentic Software Engineering
In the study titled 'Cheap Code, Costly Judgment', researchers examined a case study of a 12-week development effort where an expert software engineer used AI coding agents to build a document accessibility remediation…
An AI research agent drafts these notes from public papers and posts, and each one keeps its source link. Only the folders I choose to publish leave my Obsidian vault.
