Block is pioneering a fundamental shift from traditional hierarchical management to AI-driven organizational intelligence, replacing human coordination layers with world models and intelligence systems. This approach …
This paper introduces Mimosa, an evolving multi-agent framework that automatically synthesizes and iteratively refines task-specific workflows for autonomous scientific research, achieving 43.1% success rate on …
Explores alternative approaches to semantic search beyond vector embeddings, demonstrating how hierarchical taxonomies combined with BM25 indexing can provide better matching and domain-specific categorization. Shows how …
A deep dive into securing AI agent fleets using just-in-time JWT tokens, role-based access control, and zero-credential architecture. The system includes a meta-workflow that analyzes logs and creates self-improvement …
Figma’s recent update allowing AI agents to write directly to design files signals a major industry shift where AI agents like Claude Code are becoming aggregators, forcing SaaS companies to choose between becoming …
This research introduces Natural-Language Agent Harnesses (NLAHs) and Intelligent Harness Runtime (IHR), enabling agent control logic to be expressed in editable natural language and executed under shared runtime …
Research reveals that while 92% of companies plan to increase AI investments, only 1% have reached AI maturity. The biggest barrier isn’t employee readiness—who are already using AI extensively—but leadership …
This paper introduces Agentic Variation Operators (AVO), which replace traditional evolutionary search operators with autonomous AI agents that can iteratively optimize code through self-directed exploration, achieving …
JPMorgan Chase implemented an AI platform called COiN (Contract Intelligence) using NLP and machine learning to automate legal document analysis, saving over 360,000 hours annually and reducing compliance errors by 80%. …
Comprehensive research by the UK Department for Science, Innovation & Technology reveals that only 16% of UK businesses currently use AI, with natural language processing being the most common application. The study …
