This work introduces AppWorld Engine, a high-fidelity execution environment of 9 day-to-day apps, operable via 457 APIs, populated with digital activities of ~100 people living in a simulated world, ...
AI search has outgrown simple RAG. Learn how today’s hidden AI retrieval systems decide whether your content gets surfaced or filtered out. Two and a half years ago, I wrote an article for Search ...
Researchers put four AI chatbots in a virtual world. Claude built a democracy, Grok went apocalyptic and another voted to ...
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Beyond RAG: Why every AI search platform is now agentic and what that means for your content
Two and a half years ago, I wrote an article for Search Engine Land about how retrieval-augmented generation (RAG) was the future of search. That piece argued that RAG was not Google’s reactive answer ...
One command runs the whole loop — collect → diagnose → strategize → create → allocate → learn. Every decision is rule-based and auditable; you keep the wheel. Any LLM, any ad platform, fully ...
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