This paper presents a multi-agent AI architecture that achieves 92.1% reliability by organizing specialized AI agents into teams with opposing roles and hierarchical oversight, similar to corporate organizational …
GEPA introduces a novel prompt optimization approach that uses natural language reflection and Pareto-based evolutionary search to optimize compound AI systems, achieving superior performance compared to reinforcement …
A randomized controlled study examining how AI assistance affects skill formation in software development, finding that while AI can improve productivity, it significantly impairs conceptual understanding, code reading, …
Building Large Frontend Apps Without JavaScript Frameworks You can build complex web applications without React or similar frameworks. The browser provides powerful native APIs. Modern JavaScript handles state, routing, …
Building DoorDash’s Product Knowledge Graph with Large Language Models DoorDash uses large language models to extract and standardize product attributes from merchant data, solving the cold-start problem that …
How DoorDash leverages LLMs for better search retrieval DoorDash uses large language models to improve search accuracy by segmenting complex queries and linking them to structured knowledge graphs. This hybrid approach …
ChatGPT-4o Shows Promise for Financial Data Analysis Researchers tested ChatGPT-4o against traditional statistical software for financial analysis tasks. The AI model performs comparably to Stata in most areas, though …
AI Police Reports: Year In Review Law enforcement agencies rapidly adopted AI tools for writing police reports in 2024, raising serious concerns about accuracy, transparency, and accountability in criminal justice …
Introducing A2UI: An open project for agent-driven interfaces Google’s A2UI project enables AI agents to generate dynamic, contextually relevant user interfaces that integrate seamlessly across platforms and …
Gavin Baker on the Evolving AI Landscape: Nvidia, TPUs, and Data Centers in Space Investor Gavin Baker brings his encyclopedic knowledge of technology markets to bear on the rapidly evolving AI landscape. In this …
Has the Cost of Building Software Just Dropped 90%? Agentic AI coding tools are slashing software development costs by automating labor-intensive tasks, unleashing massive latent demand for custom applications, and …
The Power of Mental Imagery: Unlocking Visualization for Enhanced Thinking and Problem-Solving Chess grandmasters play dozens of games simultaneously without seeing the boards. Competitive programmers solve complex …
Debunking AI Hype: Why Enterprises Fail and Startups Succeed AI skeptics celebrate when studies show 95% of enterprise AI projects fail. They claim this proves AI is overhyped. The reality reveals a different story—one …
