Blog

Our technical team members share their work in agent science and other fields on the forefront of AI.

March 4, 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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February 7, 2025

Emergence Muti-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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December 2, 2024

Benchmarking AI Agents: Key to Building Trust and Driving Scalable Enterprise Adoption

As enterprises increasingly embrace AI agents to drive productivity and streamline operations, a pivotal question emerges: How do we ensure these agents deliver reliable, compliant,

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August 21, 2024

Building Innate Knowledge into Modality-Agnostic AI Systems

A new paper by researchers from Emergence, Openmind Research Institute, and Sakana AI explores how to encode specific innate knowledge into AI systems that are agnostic to the sensory modality of their inputs.

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August 7, 2024

Exploring the Functional Roles of Transformer Layers

A new paper, "Transformer Layers as Painters," co-written by Emergence researchers and Sakana AI, investigates the internal workings of transformers, focusing on how the removal or reorganization of information impacts pretrained models.

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July 11, 2024

Our Agent-E SOTA Results on the WebVoyager Benchmark

Intelligent agents are showing promise in transforming interactive software by improving multi-step task automation significantly across diverse digital environments.

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July 8, 2024

Reliable Synthetic Data Generat­­­ion

As we’ve seen the rapidly rising impact of LLMs, we’ve also seen the growing importance of “synthetic data,” generated instructional raw text used to train LLMs for specific tasks without the need to mine from real human conversations. 

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April 15, 2025
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.
Insights
April 15, 2025
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.
Insights
April 1, 2025
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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