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News for “needs”
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Moozonian News
news.ycombinator.com• Oct 1, 2025• 1 min read
Agent Knowledge Needs More Than Just RAGWhen people talk about “knowledge for agents,” it almost always collapses into RAG. But knowledge can, and should—be treated as a first-class runtime tool, not just a context filler.In most implementations, knowledge lives in a vector database. Agents query it through a search_knowledge tool, often hybrid (keyword + semantic) with re-ranking. That’s essentially “Agentic RAG,” and it works well enough for a lot of use cases.But once you think of knowledge as runtime-accessible memory, other patterns open up:1. Dynamic Instructions Most serious agent use cases can’t just dump all instructions into the system prompt. Take a Text2SQL agent: it needs table schemas, column names, data types, and common query templates. You don’t bake all that into the core prompt—you store it and let the agent query the relevant slice when needed.That’s dynamic instructions: system prompt as RAM, knowledge base as disk. Core logic in RAM, path-specific instructions pulled from disk at runtime.2. Adaptive Lea
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Moozonian News
bing.com• Aug 14, 2025• 1 min read
Custody Schedules Should Change With the Needs of ChildrenIn divorced families, whose needs count for more: those of parents or those of children? When parents divorce, their child custody plans are supposed to place the “best interests of the child” first.
Moozonian News
bing.com• Aug 1, 2025• 1 min read
What NFLPA needs out of their next leaderMike Florio and Michael Holley explore what the future of guaranteed deals could look like in the NFL, as well as identify what the NFLPA needs in their next leader. I can't remember the specific ...
Moozonian News
bing.com• Jun 20, 2025• 1 min read
Maslow’s hierarchy of needs: Uses and criticismMaslow’s hierarchy of needs is a model for understanding the motivations for human behavior. These include physiological needs, safety, love and belonging, esteem, and self-actualization. The ...
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Moozonian News
news.ycombinator.com• Mar 23, 2025• 1 min read
Personalized AI Agents: Intelligence Tailored to Your NeedsIn the burgeoning field of artificial intelligence, personalized AI agents are emerging as a transformative force, reshaping the way we interact with technology.What are Personalized AI Agents? Personalized AI agents are intelligent entities crafted to comprehend and adapt to the unique needs, preferences, and behaviors of individual users. Unlike standard AI systems, they transcend basic functionality to create a bespoke experience for each person. These agents manifest in various forms, ranging from virtual assistants on smartphones to intelligent advisors embedded within business applications.How do they work? Essentially, personalized AI agents depend on a blend of data collection, analytics, and machine learning algorithms. They initiate by accumulating information about the user, which may encompass browsing history, purchasing patterns, communication styles, and even emotional cues. Through continuous interactions, the agent constructs a detailed user profile.The agent then empl