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agentic AI

206 articles · Page 3 of 3
AI Algorithm Path
AI Algorithm Path
Mar 17, 2025 · Artificial Intelligence

Agentic AI vs Generative AI: Key Differences and Comparative Analysis

The article defines Agentic AI as autonomous, goal‑directed systems that can act and learn from experience, contrasts it with Generative AI’s passive, single‑step content generation, and illustrates the practical advantage of Agentic workflows through Andrew Ng’s HumanEval benchmark where a step‑wise approach outperforms zero‑shot prompting even for older models.

AI autonomyAgentic WorkflowHumanEval
0 likes · 10 min read
Agentic AI vs Generative AI: Key Differences and Comparative Analysis
Smart Era Software Development
Smart Era Software Development
Mar 11, 2025 · Artificial Intelligence

Why Agentic AI Tools Like Cursor Struggle with Large Codebases

The article analyzes how Agentic AI coding assistants such as Cursor falter when projects exceed a few thousand lines due to limited context windows, leading to spatial mismatches, temporal forgetting, and redundant implementations, and proposes document‑driven development and long‑term memory as possible remedies.

CursorDocument-driven developmentLong-Term Memory
0 likes · 13 min read
Why Agentic AI Tools Like Cursor Struggle with Large Codebases
DataFunSummit
DataFunSummit
Jan 24, 2025 · Artificial Intelligence

Exploring LLM‑Based Generative Business Intelligence (GenBI): Architecture, Implementation, and Lessons Learned

With the rise of LLM‑based generative AI, this article examines the emerging GenBI (Generative Business Intelligence) paradigm, detailing why self‑serving analytics are needed, the progress of Text‑to‑SQL, an LLM‑driven agent architecture, practical AWS Bedrock implementation, technical choices, lessons learned, and future outlook.

AWS BedrockBusiness IntelligenceLLM
0 likes · 18 min read
Exploring LLM‑Based Generative Business Intelligence (GenBI): Architecture, Implementation, and Lessons Learned
DevOps
DevOps
Dec 12, 2024 · Artificial Intelligence

The Future of Large Language Models: From Consumer Q&A to Agentic Workflows

Andrew Ng highlights that large language models are shifting from optimizing simple question‑answering for consumers to supporting complex agentic workflows, including tool usage, computer interaction, and multi‑agent collaboration, signaling a major evolution in AI capabilities.

AI agentsAI trendsAnthropic
0 likes · 8 min read
The Future of Large Language Models: From Consumer Q&A to Agentic Workflows
21CTO
21CTO
Jul 23, 2024 · Artificial Intelligence

What Is Agentic AI? How Autonomous Agents Boost Productivity and Transform Industries

Agentic AI, also known as autonomous AI agents, enables systems to perceive environments, make decisions, act, and continuously learn, offering higher productivity, smarter decision‑making, and industry‑wide transformation across sectors such as customer service, healthcare, finance, and manufacturing.

AI automationAI frameworksAutonomous Agents
0 likes · 13 min read
What Is Agentic AI? How Autonomous Agents Boost Productivity and Transform Industries