​ In chemistry, the transition state occurs during a chemical reaction. It’s a moment where the response has to move forward, but it’s so quick that scientists can’t see it happening. They usually use a method called quantum chemistry to figure it out, but it… Read More »MIT Chemists Created a Machine Learning Model that can Predict the Structures Formed when a Chemical Reaction Reaches its Point of no Return Niharika Singh Artificial Intelligence Category – MarkTechPost

​ In the era of edge computing, deploying sophisticated models like Latent Diffusion Models (LDMs) on resource-constrained devices poses a unique set of challenges. These dynamic models, renowned for capturing temporal evolution, demand efficient strategies to navigate the limitations of edge devices. This study addresses… Read More »This Study from Meta GenAI Proposes a Groundbreaking Quantization Strategy for Enhancing Latent Diffusion Models Using SQNR Metrics Adnan Hassan Artificial Intelligence Category – MarkTechPost

​ Reinforcement learning (RL) agents epitomize artificial intelligence by embodying adaptive prowess, navigating intricate knowledge landscapes through iterative trial and error, and dynamically assimilating environmental insights to autonomously evolve and optimize their decision-making capabilities. Developing generalist RL agents that can perform diverse tasks in complex… Read More »Google DeepMind Researchers Utilize Vision-Language Models to Transform Reward Generation in Reinforcement Learning for Generalist Agents Sana Hassan Artificial Intelligence Category – MarkTechPost

​ A new AI research introduces TorchExplorer, a novel AI tool designed for researchers working with unconventional neural network architectures, which provides an interactive and insightful exploration of network layers. Developed to aid in understanding complex neural network models, the tool automatically generates a Vega… Read More »Meet TorchExplorer: A New Interactive Neural Network Visualizer Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

​ Quantum machine learning and variational quantum algorithms were formerly hot topics, but the desert plateau event dampened their initial excitement. For instance, the loss function landscapes of many quantum learning architectures show an exponential convergence towards their mean value as the system size increases… Read More »Unveiling the Quantum-Machine Learning Conundrum: Can Barren Plateau-Free Models in Quantum Computing Be Efficiently Simulated Classically? Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ Traditional methods of voiceover and dubbing often struggle when it comes to aligning spoken words in a new language with the original lip movements, particularly in videos with multiple speakers. This misalignment can lead to a disconnection for the viewer, detracting from the authenticity… Read More »Rask AI Breaks New Ground with Innovative Lip-Sync Multi-Speaker Feature: A Leap Forward in Digital Communication Asif Razzaq Artificial Intelligence Category – MarkTechPost

​ With the increase in the growth of AI, large language models (LLMs) have become increasingly popular due to their ability to interpret and generate human-like text. But, integrating these tools into enterprise environments while ensuring availability and maintaining governance is challenging. The complexity is… Read More »Microsoft Launches GPT-RAG: A Machine Learning Library that Provides an Enterprise-Grade Reference Architecture for the Production Deployment of LLMs Using the RAG Pattern on Azure OpenAI Rachit Ranjan Artificial Intelligence Category – MarkTechPost

​ Most of the LLMs today (for example, ChatGPT) are aligned using reinforcement learning from human feedback (RLHF), where human evaluators reward and penalize the model based on its performance to improve its efficiency. This process, however, is only effective when the evaluator can determine… Read More »This OpenAI Paper Explores Weak-to-Strong Generalization: A Key to Unlocking Superhuman AI’s Full Capabilities Asif Razzaq Artificial Intelligence Category – MarkTechPost

​ Music generation using deep learning involves training models to create musical compositions, imitating the patterns and structures found in existing music. Deep learning techniques are commonly used, such as RNNs, LSTM networks, and transformer models. This research explores an innovative approach for generating musical… Read More »ByteDance AI Research Introduces StemGen: An End-to-End Music Generation Deep Learning Model Trained to Listen to Musical Context and Respond Appropriately Adnan Hassan Artificial Intelligence Category – MarkTechPost

​ Artificial intelligence (AI) is one of the most transformational technologies of our generation and provides opportunities to be a force for good and drive economic growth. The growth of large language models (LLMs), with hundreds of billions of parameters, has unlocked new generative AI… Read More »ISO 42001: A new foundational global standard to advance responsible AI Swami Sivasubramanian AWS Machine Learning Blog