Beyond accuracy: 5 metrics that really matter for AI agentsImage by editor Introduction AI AgentAutonomous systems powered by agentic AI have reshaped the current landscape of AI systems and deployment. …
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accuracy
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Generative AI
VectifyAI launches Mafin 2.5 and PageIndex: achieving 98.7% financial RAG accuracy with a new open-source vectorless tree indexing.
Retrieval-augmented generation (RAG) pipelines are easy to build; It’s almost impossible to create something that won’t cause hallucinations during a 10-K audit. For developers in the financial sector, the ‘standard’ …
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Generative AI
A new Google AI research proposes deep-thinking ratio to improve LLM accuracy, while halving the total inference cost
For the past few years, the AI world has followed a simple rule: If you want a big language model (LLM) to solve a hard problem, build it. Chain of …
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Generative AI
How to build efficient agentic reasoning systems by dynamically intersecting multiple thought chain paths without losing accuracy
In this tutorial, we implement an agentic chain-of-thought pruning framework that generates multiple logic paths in parallel and dynamically prunes them using consensus signals and early stopping. We focus on …
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future of sequential attention As the increasing integration of AI models into science, engineering, and business makes model efficiency more relevant than ever, model structure optimization is critical to creating …