Creating Custom Layers and Loss Functions in PyTorch
Creating custom layers and loss functions in
The Role of Domain Knowledge in Machine Learning: Why Subject Matter Experts Matter
Machine learning (ML) is considered the largest subarea of artificial intelligence (AI) , studying the development of software systems that learn from data by themselves to perform a task, without being explicitly programmed with the instructions to address it.
Meta SAM 2.1 is now available in Amazon SageMaker JumpStart
This blog post is co-written with George Orlin from Meta. Today, we are excited to announce that Meta’s Segment Anything Model (SAM) 2.1 vision segmentation model is publicly available through Amazon SageMaker JumpStart to deploy and run inference. Meta SAM 2.1 provides state-of-the-art video and image segmentation capabilities in a single model. This cutting-edge model …
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The CFPB Work Freeze Is Putting Big Tech Regulations ‘On Ice’
The cease-work order at the Consumer Financial Protection Bureau won’t just affect lawsuits and enforcement actions. It will stall regulation that could govern tech companies like Apple and Google.
Truly autonomous AI is on the horizon
Researchers have developed a new AI algorithm, called Torque Clustering, that significantly improves how AI systems independently learn and uncover patterns in data, without human guidance.
New algorithm improves how AI can independently learn and uncover patterns in data
Researchers have developed a new AI algorithm, called Torque Clustering, that is much closer to natural intelligence than current methods. It significantly improves how AI systems learn and uncover patterns in data independently, without human guidance.
The Future of Retail Visuals with AI: A Conversation with Wayfair’s Bryan Godwin
Wayfair’s Director of AI & Visual Media on how AI is transforming retail visual content—enhancing personalization, brand consistency, and efficiency at scale
10 Useful LangChain Components for Your Next RAG System
LangChain is a robust framework conceived to simplify the developing of LLM-powered applications — with LLM, of course, standing for large language model.
Theory, Analysis, and Best Practices for Sigmoid Self-Attention
*Primary Contributors Attention is a key part of the transformer architecture. It is a sequence-to-sequence mapping that transforms each sequence element into a weighted sum of values. The weights are typically obtained as the softmax of dot products between keys and queries. Recent work has explored alternatives to softmax attention in transformers, such as ReLU …
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Transforming credit decisions using generative AI with Rich Data Co and AWS
This post is co-written with Gordon Campbell, Charles Guan, and Hendra Suryanto from RDC. The mission of Rich Data Co (RDC) is to broaden access to sustainable credit globally. Its software-as-a-service (SaaS) solution empowers leading banks and lenders with deep customer insights and AI-driven decision-making capabilities. Making credit decisions using AI can be challenging, requiring …
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