News
Enhans: : Why Google's GEO Guide Alone Won't Give Your Brand AI Answer Visibility
2+ day, 18+ hour ago (1079+ words) Last week, Google published its official AI optimization guide. Then at Google I/O 2026, the scale of the shift was put into numbers. AI Overviews crossed 2. 5 billion monthly active users. AI Mode surpassed 1 billion MAU within its first year. Google…...
Enhans: : The Loop Between Product and Paper: AI Researcher Wonduk Seo
2+ week, 2+ day ago (811+ words) Enhans builds Agent OS around two areas: multi-agent systems and ontology. Both are central to the product, and both are open questions in current AI research. Over the past year, Wonduk Seo, an AI Researcher at Enhans, had three papers…...
Enhans: : Answer Optimization for the GEO Era
1+ mon, 2+ day ago (52+ words) Answer Optimization for the GEO Era'Enhans Answer Optimization for the AI Search Era From Search Results to AI Answers Why AI Answers Are Hard to Control Understand and Improve Your Brand in AI Answers The Three Layers of Answer Ops…...
Enhans: : Harness Engineering: How to Make Multi-AI Agent Actually Work
1+ mon, 2+ week ago (1153+ words) LLM performance is no longer the bottleneck. Claude, GPT, Gemini all produce solid results. Yet the same problems keep showing up in enterprise environments. No matter how capable the model, it cannot do reliable work without a structure that keeps…...
Enhans: : Why you should not render AI-generated UI as-is
1+ mon, 4+ week ago (670+ words) AI-generated UI is no longer a new concept. However, in an enterprise environment, what matters more is what happens after generation. Where the result is executed, how much of that execution is allowed, and how user experience is built on…...