Gemini 3.1 Flash-Lite: Built for intelligence at scale
Gemini 3.1 Flash-Lite is our fastest and most cost-efficient Gemini 3 series model yet.
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Building a scalable virtual try-on solution using Amazon Nova on AWS: part 1
In this first post in a two-part series, we examine how retailers can implement a virtual try-on to improve customer experience. In part 2, we will further explore real-world applications and benefits of this innovative technology. Every fourth piece of clothing bought online is returned to the retailer, feeding into America’s $890 billion returns problem in 2024. Behind these numbers lies a simple truth: shoppers can’t judge fit and style through their screens. Among the top reasons for […]
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Activation Functions Explained: Making Neural Networks Think
Introduction The Internet provides access to plethora of information today. Whatever we need is just a Google (search) away. However, when we have so much information, the challenge is to segregate between relevant and irrelevant information activation function in deep learning and types of activation functions. When our brain is fed with a lot of information simultaneously, it tries hard to understand and classify the information into “useful” and “not-so-useful” information. We need a similar mechanism for classifying […]
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How Lendi revamped the refinance journey for its customers using agentic AI in 16 weeks using Amazon Bedrock
This post was co-written with Davesh Maheshwari from Lendi Group and Samuel Casey from Mantel Group. Most Australians don’t know whether their home loan is still competitive. Rates shift, property values move, personal circumstances change—yet for the average homeowner, staying informed of these changes is difficult. It’s often their largest financial commitment, but it’s also the one they’re least equipped to monitor. And when they do decide to refinance, the process itself demands significant manual effort. Lendi Group, […]
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How Tines enhances security analysis with Amazon Quick Suite
Organizations face challenges in quickly detecting and responding to user account security events, such as repeated login attempts from unusual locations. Although security data exists across multiple applications, manually correlating information and making corrective actions often delays effective response. With Amazon Quick Suite and Tines, you can automate the investigation and remediation process by integrating data from multiple security tools, and providing visual insights for faster decision-making. Quick Suite is a digital workspace that provides business users agentic […]
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New MacBook Airs come with M5, double the storage, and higher starting prices
Most of Apple’s laptop lineup is getting refreshed today—the high-end MacBook Pros are getting M5 Pro and M5 Max chip refreshes, and the MacBook Air is getting upgraded with an M5. The more significant update might be the storage, though: Apple is bumping the Air’s base storage from 256GB up to 512GB, and Apple says the storage will be up to twice as fast as the M4 MacBook Air. But that’s also increasing the Air’s starting price from […]
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Apple intros M5 Pro and Max MacBook Pros and its first new monitors in years
Apple updated its low-end MacBook Pro with the Apple M5 chip back in October, but the higher-end 14-inch and 16-inch Pros stuck with the M4 Pro and M4 Max chips. This morning, Apple circled back and updated the rest of the lineup, adding the M5 Pro and M5 Max to the higher-end machines and bumping the base storage—the M5 Pro now comes with 1TB of storage by default, while M5 Max chips come with 2TB of storage by […]
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Reinforcement Learning with Symbolic Reward Machines
Reward Machines (RMs) are an established mechanism in Reinforcement Learning (RL) to represent and learn sparse, temporally extended tasks with non-Markovian rewards. RMs rely on high-level information in the form of labels that are emitted by the environment alongside the observation. However, this concept requires manual user input for each environment and task. The user has to create a suitable labeling function that computes the labels. These limitations lead to poor applicability in widely adopted RL frameworks. We […]
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This is why our electricity bills are so high right now
COLUMBUS, Ohio—Protestors stood in the snow outside the offices of Ohio’s utility regulator in January to say they were fed up with rising electricity rates. Even a few years ago, the scene would have been hard to imagine, considering the complexity of utility costs and the obscurity of state regulatory agencies. But rate hikes in Ohio and across the country have provoked frustrated consumers to demand answers. “It’s just getting harder and harder now to live,” said Steve […]
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As Moon interest heats up, two companies unveil plans for a lunar “harvester”
The Moon has received a lot of attention in recent months, particularly the surface of Earth’s cold and dusty companion. This has largely been driven by a decision from SpaceX founder Elon Musk to pivot, at least in the near term, from Mars to lunar surface activities and the potential for using material there to build large satellites. But there has been a notable shift from NASA, too, which has started talking a lot more about building up […]
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