Artificial intelligence (AI), particularly deep learning models, are often considered black boxes because their ...
A new framework restructures enterprise workflows into LLM-friendly knowledge representations to improve customer support automation. By ...
Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Vivek Yadav, an engineering manager from ...
Goodfire AI, a public benefit corporation and research lab that’s trying to demystify the world of generative artificial intelligence, said today it has closed on $7 million in seed funding to help it ...
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NSLLMs: Bridging neuroscience and LLMs for efficient, interpretable AI systems
Large language models (LLMs) have become crucial tools in the pursuit of artificial general intelligence (AGI).
AI explainability remains an important preoccupation - enough so to earn the shiny acronym of XAI. There are notable developments in AI explainability and interpretability to assess. How much progress ...
This talk will attempt to demystify, for a non-technical audience, the current state of neural network explainability and interpretability, as well as trace the boundaries of what is in principle ...
To many AI practitioners and consumers, explainability is a precondition of AI use. A model that, without showing its work, tells a doctor what medicine to prescribe may be mistrusted. No experienced ...
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