New insights into training dynamics of deep classifiers

A new study from researchers at MIT and Brown University characterizes several properties that emerge during the training of deep classifiers, a type of artificial neural network commonly used for classification tasks such as image classification, speech recognition, and natural …

Portfolio optimization through multidimensional action optimization using Amazon SageMaker RL

Reinforcement learning (RL) encompasses a class of machine learning (ML) techniques that can be used to solve sequential decision-making problems. RL techniques have found widespread applications in numerous domains, including financial services, autonomous navigation, industrial control, and e-commerce. The objective …

£370m plan launched to turn UK into ‘tech superpower’

The Prime Minister and Technology Secretary have unveiled the Government’s plan to cement the UK’s place as a science and technology superpower by 2030, alongside a raft of new measures backed by over £370 million to boost investment in innovation, …

Achieve rapid time-to-value business outcomes with faster ML model training using Amazon SageMaker Canvas

Machine learning (ML) can help companies make better business decisions through advanced analytics. Companies across industries apply ML to use cases such as predicting customer churn, demand forecasting, credit scoring, predicting late shipments, and improving manufacturing quality.

In this blog …

Large language models are biased. Can logic help save them?

Turns out, even language models “think” they’re biased. When prompted in ChatGPT, the response was as follows: “Yes, language models can have biases, because the training data reflects the biases present in society from which that data was collected. For …

Robot armies duke it out in Battlecode’s epic on-screen battles

In a packed room in MIT’s Stata Center, hundreds of digital robots collide across a giant screen projected at the front of the room. A crowd of students in the audience gasps and cheers as the battle’s outcome hangs in …

How Generative AI Increases The Productivity of Knowledge Workers

The latest unceasing and innovative technological advancements are led by domains like artificial intelligence (AI), robotics, blockchain, and programmable biology. These technologies are revolutionizing retail, automobile, finance, manufacturing, and many more industries on both, macro and micro levels.

AI, in …

Integrating humans with AI in structural design

Modern fabrication tools such as 3D printers can make structural materials in shapes that would have been difficult or impossible using conventional tools. Meanwhile, new generative design systems can take great advantage of this flexibility to create innovative designs for

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