Fri.Dec 22, 2023

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Top 8 Langchain Alternatives to Use in 2024

Analytics Vidhya

Introduction LangChain has carved a niche as a popular framework for building and deploying large language models (LLMs) and dialogue agents. Its modular design, flexibility, and community support make it a compelling choice for many developers. However, LangChain is one of many options in town. Several exciting alternatives offer unique strengths and functionalities that may […] The post Top 8 Langchain Alternatives to Use in 2024 appeared first on Analytics Vidhya.

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Midjourney’s V6 Brings New Era of AI Image Generation

Unite.AI

Midjourney's V6, the latest iteration of the esteemed AI image generation tool, has just been released as an alpha release, marking a significant milestone in the realm of artificial intelligence and digital creativity. This new version arrives as a much-anticipated upgrade for enthusiasts and professionals alike, bringing with it a suite of enhancements that promise to redefine the standards of AI-generated imagery.

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The Role of Quantum Computing in Advancing Artificial Intelligence

Analytics Vidhya

Introduction Quantum computing represents a colossal leap forward in processing power, leveraging the role of quantum mechanics to perform complex calculations at unprecedented speeds. This cutting-edge technology can potentially revolutionize various fields, including artificial intelligence (AI). By offering vast computational resources and the ability to solve intricate optimization problems, quantum computing could enable AI systems […] The post The Role of Quantum Computing in Advanci

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OpenAI’s Prompt Engineering Guide: Mastering ChatGPT for Advanced Applications

Unite.AI

Understanding Prompt Engineering Prompt engineering is the art and science of crafting inputs (prompts) to get desired outputs from AI models like ChatGPT. It’s a crucial skill for maximizing the effectiveness of these models. ChatGPT, built upon OpenAI's GPT-3 and GPT-4 architectures, has advanced significantly, becoming more responsive and context-aware.

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Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

Speaker: David Warren and Kevin O’Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

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Top 10 Sentiment Analysis Datasets

Analytics Vidhya

Introduction Sentiment analysis is a powerful technique used to determine the emotional tone behind a series of texts, such as social media posts, customer reviews, or news articles. By analyzing the sentiment expressed in these texts, businesses and organizations can gain valuable insights into public opinion, customer satisfaction, and brand perception.

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What is Google Gemini? Features, Usage and Limitations

Analytics Vidhya

Introduction Google Gemini, a revolutionary tool in the tech landscape, has been making waves in the data science field. This article aims to provide an in-depth analysis of Google Gemini, its features, usage, and integration with artificial intelligence (AI). What is Google Gemini? Google Gemini is a powerful tool that streamlines data analysis and visualization. […] The post What is Google Gemini?

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Google’s ChatGPT competitor Bard is nearly as good — just slower

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Bard powered by Gemini Pro is powerful, but does it stack up to ChatGPT with GPT-4? Earlier this month, Google announced the release of Gemini, what it considers its most powerful AI model yet.

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MIT Researchers Introduce a Novel Machine Learning Approach in Developing Mini-GPTs via Contextual Pruning

Marktechpost

In recent AI advancements, optimizing large language models (LLMs) has been the most pressing issue. These advanced AI models offer unprecedented capabilities in processing and understanding natural language, yet they come with significant drawbacks. The primary challenges include their immense size, high computational demands, and substantial energy requirements.

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Apple Wants to Partner With Major Publishers to Train AI

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Apple has approached several major publishers to establish deals that would allow the Cupertino company to train generative artificial intelligence systems on news content, reports The New York Times. Apple is aiming for multiyear deals and has approached Condé Nast, NBC News, and IAC.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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2023: A Year of Groundbreaking Advances in AI and Computing

DeepMind

This has been a year of incredible progress in the field of Artificial Intelligence (AI) research and its practical applications.

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AI’s meteoric rise: boundless opportunities ahead, but implementation is key

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Artificial Intelligence (AI) has undeniably witnessed a meteoric rise in recent years, revolutionising industries, transforming economies, and reshaping the way we live and work.

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This AI Report Delves into ‘Autonomous Replication and Adaptation’ (ARA): Unpacking the Future Capabilities of Language Model Agents

Marktechpost

In the vibrant landscape of artificial intelligence, language model agents demonstrate a remarkable ability to transcend conventional boundaries. These agents, equipped with the capacity to acquire resources, self-replicate, and navigate unforeseen challenges in the wild, are at the forefront of a paradigm shift in autonomous systems. Researchers from the Alignment Research Center and Evaluations Team delve into language model agents’ potential for autonomous replication and adaptation (AR

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It’s critical to regulate AI within the multi-trillion-dollar API economy

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Various kinds of AI have been here for a while, but it’s generative AI (and LLMs) that completely changed the risk landscape. © 2023 TechCrunch. All rights reserved. For personal use only.

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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

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This AI Paper from CMU Shows an in-depth Exploration of Gemini’s Language Abilities

Marktechpost

Google’s Gemini Model has been in the talks ever since the day of its release. This recent addition to the long list of incredible language models has marked a significant milestone in the field of Artificial Intelligence (AI) and Machine Learning (ML). Gemini’s exceptional performance makes it the first to compete with the OpenAI GPT model series on a variety of tasks.

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Humane AI Pin orders will start shipping in March

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The buzzed-about wearable, which filters contextual cues through artificial intelligence, starts at $699. The Humane AI Pin is expected to start shipping in March.

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Researchers from Kyung Hee University and Nota Unveil MobileSAMv2: A Breakthrough in Efficient and Rapid Image Segmentation

Marktechpost

Vision foundational or fundamental models are used in computer vision tasks. These models serve as the building blocks or initial frameworks for more complex and specific models. Researchers and developers often utilize these as starting points and adapt or enhance them to address specific challenges or optimize for particular applications. Vision models are extended to video data for action recognition, video captioning, and anomaly detection in surveillance footage.

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Humane AI Pin orders will start shipping in March

Flipboard

The buzzed-about wearable, which filters contextual cues through artificial intelligence, starts at $699. The Humane AI Pin is expected to start shipping in March.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Unleashing Creativity with DreamWire: Simplifying 3D Multi-View Wire Art Creation Through Advanced AI Technology

Marktechpost

The challenge of seamlessly translating textual prompts or spontaneous scribbles into intricate 3D multi-view wire art has long been a pursuit at the intersection of artificial intelligence and artistic expression. Traditional methods like ShadowArt and MVWA have focused on geometric optimization or visual hull reconstruction to synthesize multi-view wire art.

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Childhood Brain Growth Linked to Gut Microbiome - Neuroscience News

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This novel research highlights the gut-brain-microbiome axis's crucial role in early childhood development and opens doors for future interventions.

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Microsoft Azure AI Widens Model Selection with Llama 2 and GPT-4 Turbo with Vision

Marktechpost

In a recent move, Microsoft’s Azure AI platform has expanded its range by introducing two advanced AI models, Llama 2 and GPT-4 Turbo with Vision. This addition marks a significant expansion in the platform’s AI capabilities. The team at Microsoft Azure AI recently announced the arrival of Llama 2, a set of models developed by Meta, into the Azure AI Model as a Service (MaaS).

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In 2023, software engineers were still more valuable than capital, but AI may change that

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There aren't enough software engineers, and gen AI will help trim the shortage. But from there, changes to the lucrative tech job get more uncertain.

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The Tumultuous IT Landscape Is Making Hiring More Difficult

After a year of sporadic hiring and uncertain investment areas, tech leaders are scrambling to figure out what’s next. This whitepaper reveals how tech leaders are hiring and investing for the future. Download today to learn more!

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Meet VistaLLM: Revolutionizing Vision-Language Processing with Advanced Segmentation and Multi-Image Integration

Marktechpost

LLMs have ushered in a new era of general-purpose vision systems, showcasing their prowess in processing visual inputs. This integration has led to the unification of diverse vision-language tasks through instruction tuning, marking a significant stride in the convergence of natural language understanding and visual perception. Researchers from Johns Hopkins University, Meta, University of Toronto, and the University of Central Florida propose VistaLLM, a robust visual system tackling coarse and

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AI chatbots can ‘hallucinate’ and make things up—why it happens and how to spot it

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When you hear the word "hallucination," you may think of hearing sounds no one else seems to hear or imagining your coworker has suddenly grown a …

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Build generative AI agents with Amazon Bedrock, Amazon DynamoDB, Amazon Kendra, Amazon Lex, and LangChain

AWS Machine Learning Blog

Generative AI agents are capable of producing human-like responses and engaging in natural language conversations by orchestrating a chain of calls to foundation models (FMs) and other augmenting tools based on user input. Instead of only fulfilling predefined intents through a static decision tree, agents are autonomous within the context of their suite of available tools.

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People Can't Identify Fake Ai Faces From Real Headshots

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AI Art generating programs are progressively getting better and better at creating hyper realistic looking images. For the last few months I have been using AI to create headshot images of completely fake people with the lighting style of a few famous photographers. In this social experiement, I wanted to see if the average person could tell the difference between images of real people photographed by real photographers verses imaginary people created entirely with artificial intelligence.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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Amazon SageMaker model parallel library now accelerates PyTorch FSDP workloads by up to 20%

AWS Machine Learning Blog

Large language model (LLM) training has surged in popularity over the last year with the release of several popular models such as Llama 2, Falcon, and Mistral. Customers are now pre-training and fine-tuning LLMs ranging from 1 billion to over 175 billion parameters to optimize model performance for applications across industries, from healthcare to finance and marketing.

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Eight Techniques for Powering ChatGPT Content - DataScienceCentral.com

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ChatGPT has established itself as a true powerhouse for a broad range of applications, though there are several techniques that you can use to make it indispensable for your workflow. In this article, I will dig into these and hopefully give you ideas about how you can extend its reach and power.

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Unveiling the Mysteries of GPT-3: A Deep Dive into Its Responses to Sensitive Topics, Misconceptions, and Controversial Statements

Marktechpost

Large Language Models are those models that are trained on massive amounts of data and can generate human-like text. LLMs are being used in all spheres of life. They are used in translation, classification, question answering, etc. However, some studies have shown concerns about the accuracy and consistency of information generated by these models. Consequently, the University of Waterloo researchers focused on an early version of ChatGPT, a language model developed by OpenAI.