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Portkey AI Open-Sourced AI Guardrails Framework to Enhance Real-Time LLM Validation, Ensuring Secure, Compliant, and Reliable AI Operations Asif Razzaq Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” On Portkey AI, the Gateway Framework is replaced by a significant component, Guardrails, installed to make interacting with the large language model more reliable and safe. Specifically, Guardrails can ensure that requests and responses are formatted according to predefined standards, reducing the risks associated… Read More »Portkey AI Open-Sourced AI Guardrails Framework to Enhance Real-Time LLM Validation, Ensuring Secure, Compliant, and Reliable AI Operations Asif Razzaq Artificial Intelligence Category – MarkTechPost

Parsera: Lightweight Python Library for Scraping with LLMs Niharika Singh Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” Web scraping is the process of using bots to extract content and data from websites. Unlike screen scraping, which simply captures the pixels displayed on a screen, web scraping captures the underlying HTML code along with the data stored in the corresponding database. This… Read More »Parsera: Lightweight Python Library for Scraping with LLMs Niharika Singh Artificial Intelligence Category – MarkTechPost

What‘s the Difference Between Similarity Search and Re-Ranking? Tanya Malhotra Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” The accuracy and efficiency of retrieval systems are critical in the significantly advancing field of data science. Sifting through data effectively becomes more dependent on advanced algorithms as it grows larger and more complicated. Two such algorithms that greatly influence search results are re-ranking… Read More »What‘s the Difference Between Similarity Search and Re-Ranking? Tanya Malhotra Artificial Intelligence Category – MarkTechPost

Agent Q: A New AI Framework for Autonomous Improvement of Web-Agents with Limited Human Supervision- with a 340% Improvement over LLama 3’s Baseline Zero-Shot Performance Shreya Maji Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” Large Language Models (LLMs) have achieved remarkable progress in the ever-expanding realm of artificial intelligence, revolutionizing natural language processing and interaction. Yet, even the most sophisticated LLMs, like LLaMa 3, face substantial challenges in tasks requiring multi-step reasoning and decision-making in dynamic, interactive environments.… Read More »Agent Q: A New AI Framework for Autonomous Improvement of Web-Agents with Limited Human Supervision- with a 340% Improvement over LLama 3’s Baseline Zero-Shot Performance Shreya Maji Artificial Intelligence Category – MarkTechPost

Salesforce AI Research Proposes DEI: AI Software Engineering Agents Org, Achieving a 34.3% Resolve Rate on SWE-Bench Lite, Crushing Closed-Source Systems Asif Razzaq Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” Software engineering has undergone this large transformation to automate tasks, particularly through large language models. This may concern generating code or tests checking for bugs, an activity traditionally done by human engineers. Now, AI-driven agents based on LLMs would understand and produce human-like text,… Read More »Salesforce AI Research Proposes DEI: AI Software Engineering Agents Org, Achieving a 34.3% Resolve Rate on SWE-Bench Lite, Crushing Closed-Source Systems Asif Razzaq Artificial Intelligence Category – MarkTechPost

Perform generative AI-powered data prep and no-code ML over any size of data using Amazon SageMaker Canvas Bret Pontillo AWS Machine Learning Blog

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​[[{“value”:” Amazon SageMaker Canvas now empowers enterprises to harness the full potential of their data by enabling support of petabyte-scale datasets. Starting today, you can interactively prepare large datasets, create end-to-end data flows, and invoke automated machine learning (AutoML) experiments on petabytes of data—a substantial… Read More »Perform generative AI-powered data prep and no-code ML over any size of data using Amazon SageMaker Canvas Bret Pontillo AWS Machine Learning Blog

Novel-View Acoustic Synthesis From 3D Reconstructed Rooms Apple Machine Learning Research

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​We investigate the benefit of combining blind audio recordings with 3D scene information for novel-view acoustic synthesis. Given audio recordings from 2-4 microphones and the 3D geometry and material of a scene containing multiple unknown sound sources, we estimate the sound anywhere in the scene.… Read More »Novel-View Acoustic Synthesis From 3D Reconstructed Rooms Apple Machine Learning Research

InfinityMath: A Scalable Instruction Tuning Dataset for Programmatic Mathematical Reasoning Nikhil Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” One primary driver for artificial intelligence research in mathematical reasoning is that it may further increase model understanding and problem-solving abilities on complex mathematical problems. Applications such as these can be very important in education, finance, and technology—fields dependent on the accuracy of solutions… Read More »InfinityMath: A Scalable Instruction Tuning Dataset for Programmatic Mathematical Reasoning Nikhil Artificial Intelligence Category – MarkTechPost

Prompt Caching is Now Available on the Anthropic API for Specific Claude Models Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” As AI models grow more sophisticated, they often require extensive prompts with detailed context, leading to increased costs and latency in processing. This problem is especially pertinent for use cases like conversational agents, coding assistants, and large document processing, where the context needs to… Read More »Prompt Caching is Now Available on the Anthropic API for Specific Claude Models Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost