The Agentic Frontier Insights from Emergence AI Blog

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May 13, 2025

Benchmarking Agents-Creating-Agents: How LLM Choices Shape Performance, Scale, and Quality

An empirical study of how different Generative Foundation Model pairings impact agent creation, verification, and emergent system behaviors across 40 enterprise tasks.

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May 6, 2025

Comparing LLMs for Planning and Code Generation in Data Science Agents

We benchmarked the latest LLMs from OpenAI, Anthropic, Deepseek, and Google within our Data Insights Agent framework to identify which delivers the most accurate, fastest, and most consistent insights.

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April 28, 2025

Building Agentic Systems from First Principles Inspired by Unix and Kubernetes

A first-principles architecture for agentic systems, inspired by Unix and Kubernetes. It introduces nine core abstractions—such as Execution Contexts, Skills (as high-level system calls), and Dynamic Agent Instantiation—to enable runtime agent creation, recursive delegation, and asynchronous execution.

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April 15, 2025

Layer by Layer: A Structured Approach to Benchmarking AI Agents in the Enterprise

A structured five-layer framework provides standardized benchmarking for AI agent capabilities across the full spectrum of enterprise task complexity, from UI to infrastructure.

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April 15, 2025

Beyond the Browser: Benchmarking the Next Generation of Enterprise AI Agents

Discover why standard AI benchmarks fall short for enterprise needs and how agent performance is truly measured on realistic, multi-application workflows using both UI and APIs.

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April 7, 2025

Towards Autonomous Agents and Recursive Intelligence

Emergence’s Agents platform is evolving into a system that can automatically create agents and assemble multi-agent systems withminimal human intervention.

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April 1, 2025

Taming the API Jungle: The Connector Agent's Quest for Perfect API Calls

Connecting downstream enterprise applications to the world of external services is crucial, but navigating the vast API landscape can feel like exploring an uncharted jungle.

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March 4, 2025

Ensuring Safe and Respectful Online Spaces: A Look at AI-Based Text Moderation

With the explosion of user-generated content, moderating digital conversations has become critical in keeping online platforms welcoming and respectful.

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April 22, 2025

Emergence Multi-agent Orchestration: Feb Updates

Since our Multi-Agent Orchestrator launch in December 2024, we’ve introduced new features and refined capabilities to streamline operations, strengthen compliance, and support evolving enterprise needs. Below are the highlights.

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