The Agentic Frontier Insights from Emergence AI Blog

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February 14, 2025

Benchmarking of AI Agents: A Perspective

This whitepaper explores the critical role of benchmarking in accelerating AI agent adoption in enterprise settings. It highlights key challenges such as reproducibility, bias, and real-world applicability, and it presents actionable strategies to design scalable, enterprise-ready benchmarks.

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March 18, 2025

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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February 25, 2025

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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February 24, 2025

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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February 25, 2025

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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February 25, 2025

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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February 25, 2025

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.

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