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The Rise of Adversarial AI in Cyberattacks Nikhil Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” In cybersecurity, while AI technologies have significantly bolstered our defense mechanisms against cyber threats, they have also given rise to a new era of sophisticated attacks. Let’s explore the darker side of AI advancements in the cybersecurity domain, focusing on its role in enhancing… Read More »The Rise of Adversarial AI in Cyberattacks Nikhil Artificial Intelligence Category – MarkTechPost

Analyzing the Impact of Flash Attention on Numeric Deviation and Training Stability in Large-Scale Machine Learning Models Sana Hassan Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” The challenge of training large and sophisticated models is significant, primarily due to the extensive computational resources and time these processes require. This is particularly evident in training large-scale Generative AI models, which are prone to frequent instabilities manifesting as disruptive loss spikes during… Read More »Analyzing the Impact of Flash Attention on Numeric Deviation and Training Stability in Large-Scale Machine Learning Models Sana Hassan Artificial Intelligence Category – MarkTechPost

How LotteON built dynamic A/B testing for their personalized recommendation system HyeKyung Yang AWS Machine Learning Blog

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​[[{“value”:” This post is co-written with HyeKyung Yang, Jieun Lim, and SeungBum Shim from LotteON. LotteON is transforming itself into an online shopping platform that provides customers with an unprecedented shopping experience based on its in-store and online shopping expertise. Rather than simply selling the… Read More »How LotteON built dynamic A/B testing for their personalized recommendation system HyeKyung Yang AWS Machine Learning Blog

Unleashing the power of generative AI: Verisk’s journey to an Instant Insight Engine for enhanced customer support Tom Famularo AWS Machine Learning Blog

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​[[{“value”:” This post is co-written with Tom Famularo, Abhay Shah and Nicolette Kontor from Verisk. Verisk (Nasdaq: VRSK) is a leading data analytics and technology partner for the global insurance industry. Through advanced analytics, software, research, and industry expertise across over 20 countries, Verisk helps… Read More »Unleashing the power of generative AI: Verisk’s journey to an Instant Insight Engine for enhanced customer support Tom Famularo AWS Machine Learning Blog

Establishing an AI/ML center of excellence Ankush Chauhan AWS Machine Learning Blog

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​[[{“value”:” The rapid advancements in artificial intelligence and machine learning (AI/ML) have made these technologies a transformative force across industries. According to a McKinsey study, across the financial services industry (FSI), generative AI is projected to deliver over $400 billion (5%) of industry revenue in… Read More »Establishing an AI/ML center of excellence Ankush Chauhan AWS Machine Learning Blog

Exploring Sharpness-Aware Minimization (SAM): Insights into Label Noise Robustness and Generalization Mohammad Asjad Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” Recently, there’s been increasing interest in enhancing deep networks’ generalization by regulating loss landscape sharpness. Sharpness Aware Minimization (SAM) has gained popularity for its superior performance on various benchmarks, specifically in managing random label noise, outperforming SGD by significant margins. SAM’s robustness shines particularly… Read More »Exploring Sharpness-Aware Minimization (SAM): Insights into Label Noise Robustness and Generalization Mohammad Asjad Artificial Intelligence Category – MarkTechPost

Rightsify’s GCX: Your Go-To Source for High-Quality, Ethically Sourced, Copyright-Cleared AI Music Training Datasets with Rich Metadata Asif Razzaq Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” Rightsify’s Global Copyright Exchange (GCX) offers vast collections of copyright-cleared music datasets tailored for machine learning and generative AI music initiatives.  These datasets encompass millions of hours of music, over 10 million recordings and compositions accompanied by comprehensive metadata, including key, tempo, instrumentation, keywords,… Read More »Rightsify’s GCX: Your Go-To Source for High-Quality, Ethically Sourced, Copyright-Cleared AI Music Training Datasets with Rich Metadata Asif Razzaq Artificial Intelligence Category – MarkTechPost

AI for Sustainability and Climate Change Nikhil Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” In the contemporary landscape of technological advancements, artificial intelligence (AI) stands at the forefront, driving significant transformations across various sectors. Let’s delve into the critical roles of AI in promoting sustainability and addressing the urgent challenges posed by climate change. From optimizing renewable energy… Read More »AI for Sustainability and Climate Change Nikhil Artificial Intelligence Category – MarkTechPost

Stylus: An AI Tool that Automatically Finds and Adds the Best Adapters (LoRAs, Textual Inversions, Hypernetworks) to Stable Diffusion based on Your Prompt Mohammad Arshad Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” Adopting finetuned adapters has become a cornerstone in generative image models, facilitating customized image creation while minimizing storage requirements. This transition has catalyzed the development of expansive open-source platforms, fostering communities to innovate and exchange various adapters and model checkpoints, thereby propelling the proliferation… Read More »Stylus: An AI Tool that Automatically Finds and Adds the Best Adapters (LoRAs, Textual Inversions, Hypernetworks) to Stable Diffusion based on Your Prompt Mohammad Arshad Artificial Intelligence Category – MarkTechPost