{
  "id": 19822327,
  "title": "Here’s how to teach AI agents to search like human experts",
  "url": "https://urgent.news/2026/11/13/heres-how-to-teach-ai-agents-to-search-like-human-experts",
  "topic": "ai",
  "section": "AI",
  "published": "2026-11-13T14:50:37.000Z",
  "source": {
    "name": "The New Stack",
    "slug": "the-new-stack",
    "url": "https://thenewstack.io/ai-agents-retrieval-agent-ready-schema/"
  },
  "original_language": "en",
  "account": "In today's business landscape, companies are eager to automate tasks using AI agents, yet many struggle to develop truly effective solutions. A common pitfall is hastily deploying an agent with access to vast amounts of data, only to achieve disappointing results due to insufficient preparation. To unlock the true potential of AI agents, organizations must adopt a more strategic approach. The crux of the issue lies in the quality and organization of the data being fed to these agents. Simply throwing a more sophisticated AI model at a flawed workflow will not yield significant improvements. It is crucial for companies to first optimize their information before attempting to harness the power of agentic workflows. The New Stack will be exploring this topic in-depth during a webinar featuring Jenny Morris from Vespa.ai on December 2nd. Attendees are encouraged to register for this insightful session.",
  "summary": "Agentic retrieval is a hot topic for a reason: Every company wants to automate work, but they often just are The post Here’s how to teach AI agents to search like human experts appeared first on The New Stack .",
  "key_points": [
    "Companies struggle to develop effective AI agent solutions.",
    "Quality and organization of data crucial for AI agents.",
    "New Stack to explore topic in-depth via December 2nd webinar."
  ],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}