Blog

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

April 1, 2025
April 1, 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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March 18, 2025
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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,

Engineering

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February 25, 2025
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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.

Insights

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February 24, 2025
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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.

Engineering

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February 25, 2025
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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.

Product

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February 25, 2025
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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. 

Engineering

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February 25, 2025
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The Emergence of Emergence

Emergence is a compelling phenomenon observable both in natural systems and in engineered designs, where complex behaviors and patterns arise from simple interactions.

Insights

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February 25, 2025
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Beyond What Comes Next

In this post, we consider how to make language models better, not just faster, inspired by several papers.

Insights

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February 25, 2025
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Achieving Self-Improvement in Agentic Systems with Skill Harvesting

Skill harvesting allows agentic systems to self-reflect, autonomously developing more specialized skills.

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March 4, 2025
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MathViz-E - Agent Tool Control

At Emergence, we’ve always believed that the next significant advancement in workflow automation will come from the planning, selection, and use of multiple external tools by artificial intelligence.

Engineering

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