​[[{“value”:” Speech synthesis technology has made notable strides, yet challenges remain in delivering real-time, natural-sounding audio. Common obstacles include latency, pronunciation accuracy, and speaker consistency—issues that become critical in streaming applications where responsiveness is paramount. Additionally, handling complex linguistic inputs, such as tongue twisters or… Read More »Alibaba AI Research Releases CosyVoice 2: An Improved Streaming Speech Synthesis Model Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” One of the crucial factors in achieving high-quality outputs from these models lies in the design of prompts—carefully crafted input instructions that guide the model to produce the desired responses. Despite their importance, prompt creation is a labor-intensive process that often requires domain-specific knowledge… Read More »Microsoft AI Research Open-Sources PromptWizard: A Feedback-Driven AI Framework for Efficient and Scalable LLM Prompt Optimization Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Long-context LLMs enable advanced applications such as repository-level code analysis, long-document question-answering, and many-shot in-context learning by supporting extended context windows ranging from 128K to 10M tokens. However, these capabilities come with computational efficiency and memory usage challenges during inference. Optimizations that leverage the… Read More »Microsoft AI Introduces SCBench: A Comprehensive Benchmark for Evaluating Long-Context Methods in Large Language Models Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Recently, AI agents have demonstrated very promising developments in automating mathematical theorem proving and code correctness verification using tools like Lean. Such tools pair code with specifications and proofs to ensure it meets its intended requirements, offering very strong safeguards in safety-critical applications. Artificial… Read More »CMU Researchers Propose miniCodeProps: A Minimal AI Benchmark for Proving Code Properties Divyesh Vitthal Jawkhede Artificial Intelligence Category – MarkTechPost

​As 2024 draws to a close, it’s time to reflect on how the BigML team has been working to enhance Continue reading  As 2024 draws to a close, it’s time to reflect on how the BigML team has been working to enhanceContinue reading  Read More Marketing, News… Read More »Democratizing Machine Learning with Simplicity, Power, and Innovation mariajesusbigml The Official Blog of BigML.com

​[[{“value”:” This post is co-written with Marta Cavalleri and Giovanni Germani from Fastweb, and Claudia Sacco and Andrea Policarpi from BIP xTech. AI’s transformative impact extends throughout the modern business landscape, with telecommunications emerging as a key area of innovation. Fastweb, one of Italy’s leading… Read More »How Fastweb fine-tuned the Mistral model using Amazon SageMaker HyperPod as a first step to build an Italian large language model Marta Cavalleri AWS Machine Learning Blog

​[[{“value”:” Many enterprise customers across various industries are looking to adopt Generative AI to drive innovation, user productivity, and enhance customer experience. Generative AI–powered assistants such as Amazon Q Business can be configured to answer questions, provide summaries, generate content, and securely complete tasks based… Read More »Using natural language in Amazon Q Business: From searching and creating ServiceNow incidents and knowledge articles to generating insights Siddhartha Angara AWS Machine Learning Blog

​[[{“value”:” Generating all-atom protein structures is a significant challenge in de novo protein design. Current generative models have improved significantly for backbone generation but remain difficult to solve for atomic precision because discrete amino acid identities are embedded within continuous placements of the atoms in… Read More »ProteinZen: An All-Atom Protein Structure Generation Method Using Machine Learning Aswin Ak Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Enzymes are indispensable molecular catalysts that facilitate the biochemical processes vital to life. They play crucial roles across metabolism, industry, and biotechnology. Despite their importance, there are significant gaps in our knowledge of these catalysts. Out of the approximately 190 million protein sequences cataloged… Read More »EnzymeCAGE: A Deep Learning Framework Designed to Predict Enzyme-Reaction Catalytic Specificity by Encoding both Pocket-Specific Enzyme Structures and Chemical Reactions Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Customer service teams face significant challenges in today’s fast-paced business environment. They must handle a growing number of customer inquiries while maintaining a high standard of service. Balancing these demands is difficult, especially with tools that lack integration and real-time support. The result is… Read More »Salesforce Unveils Agentforce 2.0: An Advanced Digital Labor Platform for Enterprises Aswin Ak Artificial Intelligence Category – MarkTechPost