Sat.Jul 29, 2023 - Fri.Aug 04, 2023

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OpenAI Unveils 6 Exciting ChatGPT Features to Revolutionize User Experience

Analytics Vidhya

OpenAI, the pioneering company behind ChatGPT, continues to innovate and elevate the user experience with six exciting new features. These enhancements, set to launch in the coming week, aim to make interactions with ChatGPT more engaging, efficient, and productive. From prompt examples to keyboard shortcuts, let’s explore how these updates transform the way users interact […] The post OpenAI Unveils 6 Exciting ChatGPT Features to Revolutionize User Experience appeared first on Analy

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10 Best AI Medical Scribes (August 2023)

Unite.AI

Technological innovation has profoundly impacted the healthcare sector, with AI-powered medical scribes revolutionizing patient record management. These tools not only ease the burden of note-taking for clinicians but also enhance patient care through efficient documentation. In this blog, we delve into the top five AI medical scribes making waves in the medical sector today. 1.

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Transcribe audio to text on Cloudflare Workers with AssemblyAI, Node.js, and TypeScript

AssemblyAI

Prerequisites Node.js version 16.13.0 or later A Cloudflare account to deploy to the Cloudflare Workers runtime (optional). An AssemblyAI account and API key to transcribe the audio. Get started with a free AssemblyAI account. You can find the source code for this project on GitHub and use the "Deploy with Workers" button inside the README file to quickly deploy the code to the Cloudflare Workers runtime.

LLM 244
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Design Patterns for LLM Systems & Products

Eugene Yan

Evals, RAG, fine-tuning, caching, guardrails, defensive UX, and collecting user feedback.

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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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AI-Driven ‘Deepfake’ Fraud: Kerala’s Ongoing Battle Against Scammers

Analytics Vidhya

In recent months, Kerala has witnessed a surge in a devious form of fraud exploiting AI-driven ‘deepfake’ technology. With over 300 individuals losing a staggering Rs. 4 crore to these scammers, the state is grappling with a new wave of cybercrime. The AI scam targets vulnerable victims with enticing ‘work from home’ and ‘business at […] The post AI-Driven ‘Deepfake’ Fraud: Kerala’s Ongoing Battle Against Scammers appeared first on Analytics

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How RLHF Preference Model Tuning Works (And How Things May Go Wrong)

AssemblyAI

The rise of Large Language Models (LLMs) is revolutionizing how we interact with technology. Today, ChatGPT and other LLMs can perform cognitive tasks involving natural language that were unimaginable a few years ago. The exploding popularity of conversational AI tools has also raised serious concerns about AI safety. From the large-scale proliferation of biased or false information to risks of psychological distress for chatbot users, the potential for misuse of language models is a subject of

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AI Won’t Replace Humans — But Humans With AI Will Replace Humans Without AI

Flipboard

The first step business leaders must take is to experiment, create sandboxes, run internal bootcamps, and develop AI use cases not just for technology workers, but for all employees.

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Must Know 10 Common Bad Data Cases and Their Solutions

Analytics Vidhya

Introduction In the data-driven era, the significance of high-quality data cannot be overstated. The accuracy and reliability of data play a pivotal role in shaping crucial business decisions, impacting an organization’s reputation and long-term success. However, bad or poor-quality data can lead to disastrous outcomes. To safeguard against such pitfalls, organizations must be vigilant in […] The post Must Know 10 Common Bad Data Cases and Their Solutions appeared first on Analytics

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Meta Plans to Integrate AI-Powered “Personas” Into Its Services

Unite.AI

Meta is reportedly on the verge of integrating AI-powered “personas” into its services, including Facebook and Instagram. According to the Financial Times , this revolutionary development could launch as early as next month, substantially transforming user interaction with these platforms. AI-Personas: Combining Personality with Utility Reportedly, these AI-personas, also referred to as chatbots, will come with their unique personalities.

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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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LightOn AI Releases Alfred-40B-0723: A New Open-Source Language Model (LLM) Based on Falcon-40B

Marktechpost

In a groundbreaking move, LightOn proudly announced the launch of Alfred-40B-0723, an innovative open-source Language Model (LLM) based on Falcon-40B. This state-of-the-art model is the first of its kind, specifically designed to cater to the needs of businesses seeking to integrate Generative AI into their workflows seamlessly. With Alfred by their side, enterprises now have a reliable partner to harness the full potential of Generative AI and achieve their goals efficiently.

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I'm a Screenwriter. These AI Jokes Give Me Nightmares

Flipboard

My name is Simon Rich and I’m a screenwriter. I’ve never written an opinion piece before. I’ve always preferred to speak through my fictional characters, because they’re played by actors who are better looking.

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Codey: Google’s Generative AI for Coding Tasks

Analytics Vidhya

Introduction Since its introduction, OpenAI has released countless Generative AI and Large Language Models built on top of their top-tier GPT frameworks, including ChatGPT, their Generative Conversational AI. After the successful creation of conversational language models, developers are constantly trying to create Large Language Models that can either develop or assist developers in coding applications. […] The post Codey: Google’s Generative AI for Coding Tasks appeared first on Analytic

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How Cities Are Deploying Leading Technologies Leveraging Unbiased AI Algorithms

Unite.AI

Today, virtually every aspect of our lives touches some part of an online network. While this has certainly improved many areas of life itself, such as how we walk around with handheld devices that can deliver us information at any time, it also poses certain risks. These risks go beyond traditional hacking and data breaches into our bank accounts, for example.

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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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Meet LEVER: A Simple AI Approach to Improve Language-to-Code Generation by Learning to Verify the Generated Programs with their Execution Results

Marktechpost

Large language models (LLMs) have recently made significant strides. These models have uplifted the domain of Artificial Intelligence significantly and hold tremendous potential for completing various types of tasks. From imitating humans by answering questions and coming up with content to summarizing textual paragraphs and translating languages, LLMs can do everything.

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Chat GPT for Architects and Designers: Prompt Formula and Working Examples

Flipboard

Chat GPT can be harnessed at the beginning of an architectural project as an efficient tool for research and ideation. We recently published our first Chat GPT Cheat Sheet for Architects, a handy guide for exploring the potential of using the tool to enhance your daily workflow.

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A Comprehensive Guide to Fine-Tuning Large Language Models

Analytics Vidhya

Introduction Over the past few years, the landscape of natural language processing (NLP) has undergone a remarkable transformation, all thanks to the advent of large language models. These sophisticated models have opened the doors to a wide array of applications, ranging from language translation to sentiment analysis and even the creation of intelligent chatbots.

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Revolutionizing Robotics: A 3D Printed Gripper That Functions Without Electronics

Unite.AI

In a significant leap forward for robotics, a team of engineers at the University of California San Diego (UCSD), in collaboration with researchers at the BASF corporation, has developed a 3D-printed robotic gripper that operates without the need for electronics. This innovative device, which can pick up, hold, and release objects, is a testament to the potential of 3D printing in the field of robotics.

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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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Stanford Researchers Explore Emergence of Simple Language Skills in Meta-Reinforcement Learning Agents Without Direct Supervision: Unpacking the Breakthrough in a Customized Multi-Task Environment

Marktechpost

A research team from Stanford University has made groundbreaking progress in the field of Natural Language Processing (NLP) by investigating whether Reinforcement Learning (RL) agents can learn language skills indirectly, without explicit language supervision. The main focus of the study was to explore whether RL agents, known for their ability to learn by interacting with their environment to achieve non-language objectives, could similarly develop language skills.

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OpenAI adds ‘huge set’ of ChatGPT updates, including suggested prompts, multiple file uploads

Flipboard

Even while users and researchers continue to debate how the performance of ChatGPT has changed over time, OpenAI is not letting up on adding new features to its signature generative AI chatbot product.

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Adapting BERT Through Fine-tuning For Downstream Tasks

Analytics Vidhya

Introduction Adapting BERT for downstream tasks entails utilizing the pre-trained BERT model and customizing it for a particular task by adding a layer on top and training it on the target task. This technique allows the model to learn dependent on the task details from the data used for training while drawing on the knowledge of […] The post Adapting BERT Through Fine-tuning For Downstream Tasks appeared first on Analytics Vidhya.

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The Threat Of Climate Misinformation Propagated by Generative AI Technology

Unite.AI

Artificial intelligence (AI) has transformed how we access and distribute information. In particular, Generative AI (GAI) offers unprecedented opportunities for growth. But, it also poses significant challenges, notably in climate change discourse, especially climate misinformation. In 2022, research showed that around 60 Twitter accounts were used to make 22,000 tweets and spread false or misleading information about climate change.

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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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Meet MovieChat: An Innovative Video Understanding System that Integrates Video Foundation Models and Large Language Models

Marktechpost

Large Language Models (LLMs) have recently made considerable strides in the Natural Language Processing (NLP) sector. Adding multi-modality to LLMs and transforming them into Multimodal Large Language Models (MLLMs), which can perform multimodal perception and interpretation, is a logical step. As a possible step towards Artificial General Intelligence (AGI), MLLMs have demonstrated astounding emergent skills in various multimodal tasks like perception (e.g., existence, count, location, OCR), co

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Nvidia GPU shortage is ‘top gossip’ of Silicon Valley

Flipboard

As compute-hungry generative AI shows no signs of slowing down, which companies are getting access to Nvidia’s hard-to-come-by, ultra-expensive, high-performance computing H100 GPU for LLM model training is becoming the “top gossip” of Silicon Valley, according to Andrej Karpathy, the former …

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Generative AI in Healthcare

Analytics Vidhya

Introduction Generative artificial intelligence has gained sudden traction in the last few years. It is not surprising that there is becoming a strong attraction between healthcare and Generative artificial intelligence. Artificial Intelligence (AI) has rapidly transformed various industries, and the healthcare sector is no exception. One particular subset of AI, generative artificial intelligence, has emerged […] The post Generative AI in Healthcare appeared first on Analytics Vidhya.

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Spark NLP 5.0.2: Introducing ONNX Support for ALBERT, CmameBERT, and XLM-RoBERTa, a new Zero-Short Classifier for XLM-RoBERTa transformer, 200+ new ONNX models and more!

John Snow Labs

Spark NLP 5.0.2 comes with new ONNX support for ALBERT, CmameBERT, and XLM-RoBERTa annotators, a new Zero-Short Classifier for XLM-RoBERTa transformer, 200+ new ONNX models, and bug fixes! We want to thank our community for their valuable feedback, feature requests, and contributions. Our Models Hub now contains over 18,000+ free and truly open-source models & pipelines.

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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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Top AI Tools for Accounting 2023

Marktechpost

VIC.AI Vic.ai uses AI to take care of the finances. The important information from an invoice may be extracted without resorting to templates or memorization, thanks to the hundreds of millions of invoices used to train the algorithms. Even on day one of operation, their algorithms produce near-perfect header results, and their technology is always evolving.

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New psychology research reveals why people prefer human-created artwork to AI-created artwork

Flipboard

A recent study from Duke University showed that people tend to favor artworks labeled as "human-created" over those marked as "AI-created," revealing the significant role narratives and perceived effort play in artwork judgments. The research highlighted that although AI-generated pieces were seen as visually attractive, they were considered less able to communicate profound meaning or evoke emotional responses, demonstrating the importance of the human element in artistic ex

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All You Need to Know About Sport Analytics in 2023

Analytics Vidhya

Introduction In this dynamic era of sports, the role of sports analysts has never been more crucial. Uncover the latest trends, cutting-edge technologies, and innovative methodologies shaping sports data analysis. From game strategies to athlete performance optimization, sports analytics is revolutionizing how teams and athletes prepare, compete, and succeed.