Sat.Oct 21, 2023 - Fri.Oct 27, 2023

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A Step-by-Step Guide to PDF Chatbots with Langchain and Ollama

Analytics Vidhya

Introduction In an era where technology continues to transform the way we interact with information, the concept of a PDF chatbot brings a new level of convenience and efficiency to the table. This article delves into the intriguing realm of creating a PDF chatbot using Langchain and Ollama, where open-source models become accessible with minimal […] The post A Step-by-Step Guide to PDF Chatbots with Langchain and Ollama appeared first on Analytics Vidhya.

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Neural Networks Achieve Human-Like Language Generalization

Unite.AI

In the ever-evolving world of artificial intelligence (AI), scientists have recently heralded a significant milestone. They've crafted a neural network that exhibits a human-like proficiency in language generalization. This groundbreaking development is not just a step, but a giant leap towards bridging the gap between human cognition and AI capabilities.

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Nightshade ‘poisons’ AI models to fight copyright theft

AI News

University of Chicago researchers have unveiled Nightshade , a tool designed to disrupt AI models attempting to learn from artistic imagery. The tool – still in its developmental phase – allows artists to protect their work by subtly altering pixels in images, rendering them imperceptibly different to the human eye but confusing to AI models. Many artists and creators have expressed concern over the use of their work in training commercial AI products without their consent.

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What CIOs and CTOs should consider before adopting generative AI for application modernization

IBM Journey to AI blog

Implementing generative AI can seem like a chicken-and-egg conundrum. In a recent IBM Institute for Business Value survey, 64% of CEOs said they needed to modernize apps before they could use generative AI. But simultaneously, generative AI has the power to transform the process of application modernization through code reverse engineering, code generation, code conversion from one language to another, defining modernization workflow and other automated processes.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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The Impact of Large Language Models on Medical Text Analysis

Analytics Vidhya

Introduction In a world undergoing a technological revolution, the fusion of artificial intelligence and healthcare is reshaping the landscape of medical diagnosis and treatment. One of the silent heroes behind this transformation is the application of Large Language Models (LLMs) in the field of medical , health domain and mainly in text analysis. This article […] The post The Impact of Large Language Models on Medical Text Analysis appeared first on Analytics Vidhya.

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UK paper highlights AI risks ahead of global Safety Summit

AI News

The UK Government has unveiled a comprehensive paper addressing the capabilities and risks associated with frontier AI. UK Prime Minister Rishi Sunak has spoken today on the global responsibility to confront the risks highlighted in the report and harness AI’s potential. Sunak emphasised the need for honest dialogue about the dual nature of AI: offering unprecedented opportunities, while also posing significant dangers.

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Sweeping new Biden order aims to alter the AI landscape

Flipboard

The White House is poised to make an all-hands effort to impose national rules on a fast-moving technology, according to a draft executive order President Joe Biden will deploy numerous federal agencies to monitor the risks of artificial intelligence and develop new uses for the technology while …

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The Power of Advanced Encoders and Decoders in Generative AI

Analytics Vidhya

Introduction In the dynamic realm of Artificial Intelligence, the fusion of technology and creativity has birthed innovative tools that push the boundaries of human imagination. Among these pioneering advancements lies the sophisticated world of Encoders and Decoders in Generative AI. This evolution revolutionises how we create, interpret, and interact with art, language, and even reality. […] The post The Power of Advanced Encoders and Decoders in Generative AI appeared first on Analytics

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Uni3D: Exploring Unified 3D Representation at Scale

Unite.AI

Scaling up representations of text and visuals has been a major focus of research in recent years. Developments and research conducted in the recent past have led to numerous revolutions in language learning and vision. However, despite the popularity of scaling text and visual representations, the scaling of representations for 3D scenes and objects has not been sufficiently discussed.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Bob Briski, DEPT®:  A dive into the future of AI-powered experiences

AI News

AI News caught up with Bob Briski, CTO of DEPT® , to discuss the intricate fusion of creativity and technology that promises a new era in digital experiences. At the core of DEPT®’s approach is the strategic utilisation of large language models. Briski articulated the delicate balance between the ‘pioneering’ and ’boutique’ ethos encapsulated in their tagline, “pioneering work on a global scale with a boutique culture.” While ‘pioneering’ and

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Is impostor syndrome the result of skipping an important step?

Cassie Kozyrkov

Why the beginner phase matters and how to do it right Continue reading on Medium »

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14 Exciting Python Project Ideas & Topics for Beginners

Analytics Vidhya

Python is an indispensable tool for data science professionals, playing a pivotal role in data analysis, machine learning, and scientific computing. Whether you’re a novice or an experienced practitioner, enhancing your Python programming skills is an ongoing journey. This article is your gateway to 14 exciting Python project ideas, each carefully crafted to cater to […] The post 14 Exciting Python Project Ideas & Topics for Beginners appeared first on Analytics Vidhya.

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AI Domain Names Skyrocket in Value With Recent Record Sales

Unite.AI

2023 has seen a notable surge in the transactional value of.ai domain names. Originally, “ ai” is the country code top-level domain (ccTLD) for Anguilla. However, due to “AI” being the abbreviation for Artificial Intelligence – arguably the most disruptive industry of our generation – the domain extension has gained significant tech relevance.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Deutsche Telekom and SK Telecom partner on telco-focused LLM

AI News

SK Telecom and Deutsche Telekom have officially inked a Letter of Intent (LOI) to collaborate on developing a specialised LLM (Large Language Model) tailored for telecommunication companies. This momentous agreement – signed in a ceremony at SK Seorin Building, Seoul – marks the culmination of discussions initiated by the Global Telco AI Alliance, a consortium launched in July 2023 by SK Telecom, Deutsche Telekom, E&, and Singtel.

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The employees secretly using AI at work

Flipboard

Some employers are either tacitly or outright banning access to generative AI tools like ChatGPT. But employees who love them are finding ways to discreetly backchannel. Since OpenAI launched ChatGPT in November 2022, companies have scrambled to keep its workplace use under control.

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Bill Gates Questions the Future of Generative AI!

Analytics Vidhya

Microsoft Co-founder Shares Insight on GPT-5 and the AI Landscape In the ever-evolving landscape of artificial intelligence, generative AI has emerged as a dominant force. Over the past year, numerous companies have poured substantial investments into this technology, culminating in the monumental launch of ChatGPT by OpenAI in November 2022. This development marked a pivotal […] The post Bill Gates Questions the Future of Generative AI!

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How AI Can Enhance User Experience of VR Devices

Unite.AI

Virtual reality (VR) has come a long way in revolutionizing how people interact with digital environments. As VR technology evolves, artificial intelligence has emerged as a key player in enhancing user experience. It is proving to be effective at making virtual experiences more personalized and engaging, benefiting customers, companies and the overall perception of the technology.

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How to Improve Email Deliverability and Optimize Each Send

Learn how to optimize email deliverability and drive greater email ROI. What lands your email in the customer’s inbox? Understanding those factors, otherwise known as email deliverability, is critical to getting the most return on your campaign investments. But the “rules” around which factors land you in the spam folder aren’t always easy to keep up with.

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A New AI Study from MIT Shows How Deep Neural Networks Don’t See the World the Way We Do

Marktechpost

In the pursuit of replicating the complex workings of the human sensory systems, researchers in neuroscience and artificial intelligence face a persistent challenge: the disparity in invariances between computational models and human perception. As highlighted in recent studies, including one conducted by a team of scientists, artificial neural networks designed to mimic the various functions of the human visual and auditory systems often exhibit invariances that do not align with those found in

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Researchers develop ‘Woodpecker’: A groundbreaking solution to AI’s hallucination problem

Flipboard

A group of artificial intelligence researchers from the University of Science and Technology of China (USTC) and Tencent YouTu Lab have developed an innovative framework, coined as “Woodpecker“, designed to correct hallucinations in multimodal large language models (MLLMs).

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Empower Multiple Websites with Langchain’s Chatbot Solution

Analytics Vidhya

Introduction In the revolutionary era of AI, conversational agents or chatbots have emerged as pivotal tools for engaging users, assisting, and enhancing user experience across various digital platforms. Chatbots powered by advanced AI techniques enable automated and interactive conversations that resemble human interactions. With the launch of ChatGPT, the ability to answer user queries has […] The post Empower Multiple Websites with Langchain’s Chatbot Solution appeared first on An

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AskEllyn Bridges the Support Gap for Breast Cancer Patients Through AI

Unite.AI

In a world increasingly reliant on technology, the realm of healthcare is witnessing an unparalleled fusion of innovation and compassion. Enter AskEllyn, a groundbreaking conversational AI tool specifically designed to cater to the multifaceted needs of those impacted by breast cancer. While numerous technological solutions exist, AskEllyn distinguishes itself by addressing not just the informational but also the emotional needs of its users.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Tsinghua University Researchers Propose Latent Consistency Models (LCMs): The Next Generation of Generative AI Models after Latent Diffusion Models (LDMs)

Marktechpost

Latent Consistency Models (LCMs) efficiently generate high-resolution images by directly predicting augmented probability flow ODE solutions in latent space. This method eliminates the need for extensive iterations, significantly reducing computational complexity and generation time compared to existing models. LCMs excel in text-to-image generation, delivering state-of-the-art performance with minimal inference steps, making them a valuable advancement in rapid and high-fidelity image synthesis

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Who you callin' bird-brained? Pigeons learn the same way AI models do

Flipboard

Despite many studies showing pigeons are surprisingly smart, from being as good at counting as primates, to being able to identify breast cancer in X-rays, scientists are fighting a losing battle to dispute their widely held reputation as being a bit “dim-witted.

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How to Optimize Revenues Using Dynamic Pricing?

Analytics Vidhya

Introduction Uber/Ola peak hour prices are higher than regular fares. In IRCTC, Rajdhani prices increase are booking rate increases, and in Amazon, prices for the exact product change multiple times. Who decides when to change these prices or to what extent? Who decides the right price at the right time? The answers to these questions […] The post How to Optimize Revenues Using Dynamic Pricing?

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Natural Language Toolkit (NLTK) Sentiment Analysis Quick Reference

Towards AI

Last Updated on October 25, 2023 by Editorial Team Author(s): Adam Ross Nelson Originally published on Towards AI. Insights to Data Science: Journey Through Sentiment Analysis One of the characters I write about in my books is named Poleh. Pol for short. Poleh sounds like Paula. Before going into data science, Poleh was a seasoned marketing professional known for her intuitive understanding of client needs and her knack for crafting compelling campaigns.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Demystifying Generative Artificial Intelligence: An In-Depth Dive into Diffusion Models and Visual Computing Evolution

Marktechpost

To combine computer-generated visuals or deduce the physical characteristics of a scene from pictures, computer graphics, and 3D computer vision groups have been working to create physically realistic models for decades. Several industries, including visual effects, gaming, image and video processing, computer-aided design, virtual and augmented reality, data visualization, robotics, autonomous vehicles, and remote sensing, among others, are built on this methodology, which includes rendering, s

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DataGPT launches AI analyst to allow ‘any company to talk directly to their data’

Flipboard

DataGPT, a California-based startup working to simplify how enterprises consume insights from their data, came out of stealth today with the launch of its new AI Analyst, a conversational chatbot that helps teams understand the what and why of their datasets by communicating in natural …

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How Woodpecker is Revolutionizing AI Accuracy in Language Models?

Analytics Vidhya

A group of AI researchers from Tencent YouTu Lab and the University of Science and Technology of China (USTC) have unveiled “Woodpecker,” an AI framework created to address the enduring problem of hallucinations in Multimodal Large Language Models (MLLMs). This is a ground-breaking development. In this article, we’ll explore Woodpecker’s significance, workings, and potential to […] The post How Woodpecker is Revolutionizing AI Accuracy in Language Models?