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, …
A comprehensive analysis of how AI represents the latest major product cycle in technology, examining three key investment themes: traditional software going AI-native, new categories where software replaces labor, and …
A comprehensive walkthrough of essential probability distributions including Bernoulli, Poisson, normal, binomial, and exponential distributions, demonstrated through 30 real-world problems covering e-commerce, call …
Dr. Wang discusses the transformation of AI from solving artificial problems in the 1980s to addressing real-world challenges today, while sharing insights on China’s competitive AI landscape and his experience …
A comprehensive guide to structuring large software projects using modular black-box architecture, demonstrating how to build scalable systems through examples of video editors, healthcare systems, and jet fighter …
A comprehensive analysis of the AI investment landscape covering market opportunities, business model innovations, infrastructure buildout, and the evolution of private markets. Discusses how AI companies are achieving …
How to Code with AI Without Losing Control AI coding assistants accelerate development dramatically. At Anthropic, 90% of Claude Code’s codebase comes from Claude itself. Yet using LLMs effectively requires …
Hacker News Tips for Mastering AI-Assisted Programming Developers shared dozens of strategies for using AI tools like Claude Code more effectively in a recent Ask HN thread about refactoring legacy code. These tips focus …
AI Agents Are Starting to Eat SaaS: A Hacker News Discussion A vigorous debate erupted on Hacker News about whether AI agents will replace SaaS products. CTOs and developers shared real experiences replacing …
I notice that the planner output is empty - there’s no source content, target audience, title, or other planning details provided. To write an effective article, I need: Source content to analyze (discussion …
Most Organizations Still Pilot AI While High Performers Scale Through Workflow Redesign McKinsey’s 2025 Global Survey reveals that 88% of organizations now use AI regularly, but two-thirds remain stuck in …
