Meta released Glimmer this week, an open-weight AI model anyone can download and run on their own hardware — a contrast to Muse Spark, the company’s more…
Tag: AI Security
Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review
arXiv:2608.12440v1 Announce Type: cross Abstract: This paper reports a single, fully instrumented case study of a large-scale architectural refactoring by…
FluctlightDB: A Memory Model of Data for AI Agents
arXiv:2608.12365v1 Announce Type: cross Abstract: For fifty years, data systems have answered two questions. The relational model asked which records…
Interaction Readiness: A Framework for Building and Evaluating AI Agents in Human Roles
arXiv:2608.12358v1 Announce Type: cross Abstract: Product and engineering teams building role-bearing AI agents face an evaluation gap: an agent can…
Why AI Governance Frameworks Are Hard to Adopt: A Role-Based Stress Test of the NIST AI RMF
arXiv:2608.12352v1 Announce Type: cross Abstract: AI governance frameworks can be known, used, and implemented in form without becoming governance in…
Humans are Missing from AI Coding Agent Research
arXiv:2608.12355v1 Announce Type: cross Abstract: Recent progress in AI coding agent research has led to rapid improvements in agents’ ability to…
How to Build a Simple AI Web Scraper with Python
Turn any webpage into a lightweight LLM-powered QA engine by cleaning HTML, converting content to Markdown, and returning focused answers while reducing…
Assessment Design in the GenAI Era: The X1-X2-X3 Assessment Pattern for Testing Students’ AI Literacy, Learning Outcomes, and Reflection
arXiv:2608.12351v1 Announce Type: cross Abstract: Generative artificial intelligence (GenAI) has challenged the validity of unsupervised online…
Samsung health AI models analyse wearable biosignal data
Samsung Research America’s Digital Health Team has presented two AI foundation models designed to learn from wearable biosignals. The work centres on data…
When AI Is Right and the Process Is Wrong
Imagine a common scenario in financial services. A team deploys AI to review contracts: hundreds of pages, repetitive clauses, and routine work that…