Fri.Dec 15, 2023

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Building an LLM Model using Google Gemini API

Analytics Vidhya

Introduction Since the release of ChatGPT and the GPT models from OpenAI and their partnership with Microsoft, everyone has given up on Google, which brought the Transformer Model to the AI space. More than a year after the GPT models were released, there were no big moves from Google, apart from the PaLM API, which […] The post Building an LLM Model using Google Gemini API appeared first on Analytics Vidhya.

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AI & Big Data Expo: Unlocking the potential of AI on edge devices

AI News

In an interview at AI & Big Data Expo , Alessandro Grande, Head of Product at Edge Impulse , discussed issues around developing machine learning models for resource-constrained edge devices and how to overcome them. During the discussion, Grande provided insightful perspectives on the current challenges, how Edge Impulse is helping address these struggles, and the tremendous promise of on-device AI.

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OpenAI’s Mini AI Command for Titans: Decoding Superalignment!

Analytics Vidhya

In a groundbreaking move towards addressing the imminent challenges of superhuman artificial intelligence (AI), OpenAI has unveiled a novel research direction – weak-to-strong generalization. This pioneering approach aims to explore whether smaller AI models can effectively supervise and control larger, more sophisticated models, as outlined in their recent research paper on “Weak-to-Strong Generalization.” The Superalignment […] The post OpenAI’s Mini AI Command fo

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Customer service trends winning organizations need to follow

IBM Journey to AI blog

Paying attention to the latest customer service trends ensures that an organization is prepared to meet changing customer expectations. Customer loyalty is waning, spurred on by the COVID-19 pandemic, social influences and the ease of switching brands. More than ever, organizations must stay on top of changes in the customer service experience to improve customer satisfaction and meet increased customer needs.

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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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Spotify’s Secret Weapon: AI-Generated Playlists

Analytics Vidhya

Unveiling the AI Playlists Feature This fall, eagle-eyed users discovered a new feature on Spotify’s streaming app, allowing the creation of AI-driven playlists through prompts. Although Spotify confirmed the test to TechCrunch, details about the technology and its workings remain undisclosed, leaving users intrigued. The feature was brought to public attention through a TikTok video […] The post Spotify’s Secret Weapon: AI-Generated Playlists appeared first on Analytics Vidhya

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Top 10 Real-Time Databases to Use in 2024

Analytics Vidhya

Introduction In the dynamic realm of contemporary applications, real-time databases are pivotal for maintaining smooth data management and immediate updates. Engineered to handle substantial data volumes, these databases offer instantaneous access to information. This article delves into the top 10 real-time databases set to make an impact in 2024. Understanding Real-Time Databases Real-time databases are […] The post Top 10 Real-Time Databases to Use in 2024 appeared first on Analytics Vi

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Five open-source AI tools to know

IBM Journey to AI blog

Open-source artificial intelligence (AI) refers to AI technologies where the source code is freely available for anyone to use, modify and distribute. When AI algorithms, pre-trained models, and data sets are available for public use and experimentation, creative AI applications emerge as a community of volunteer enthusiasts builds upon existing work and accelerates the development of practical AI solutions.

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How to Clone Voice and Lip-Sync a Video Like a Pro Using Open-source Tools

Analytics Vidhya

Introduction AI voice-cloning has taken social media by storm. It has opened a world of creative possibilities. You must have seen memes or AI voice-overs of famous personalities on social media. Have you wondered how it is done? Sure, many platforms provide APIs like Eleven Labs, but can we do it for free, using open-source […] The post How to Clone Voice and Lip-Sync a Video Like a Pro Using Open-source Tools appeared first on Analytics Vidhya.

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We asked GPT-4 and Chinese rival ERNIE the same questions. Here’s how they answered

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Hong Kong CNN — ERNIE Bot 4.0, run by Chinese tech giant Baidu, is touted to be in the same league as industry darling chatbot GPT-4. Unveiled in October and launched to paying subscribers in November, ERNIE 4.

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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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Top 12 Generative AI Models to Explore in 2024

Analytics Vidhya

Introduction In recent years, Artificial Intelligence (AI) has undergone extraordinary transformations, with generative models at the forefront of this technological revolution. As we step into 2024, these advanced models have not only reshaped the landscape of creativity but also set new standards in automation across diverse industries. This article delves into the leading generative AI […] The post Top 12 Generative AI Models to Explore in 2024 appeared first on Analytics Vidhya.

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? New Punctuation & Casing Model For Real-Time Transcription

AssemblyAI

Join Us On Discord 🚀 New Punctuation & Casing Model For Real-Time We recently released a significant improvement to our  Punctuation and Truecasing model  for asynchronous transcription.  This week we updated our  real-time  transcription service with the new punctuation and truecasing model, which provide the following improvements: Question marks are properly attributed for real-time streaming.

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GPT-Engineer: Your New AI Coding Assistant

Analytics Vidhya

Introduction In the ever-evolving world of technology, artificial intelligence (AI) continues to make significant strides. One area where AI has made a profound impact is in coding. With the introduction of GPT-Engineer, an AI-powered coding assistant, developers now have a powerful tool at their disposal to enhance their coding experience. This article explores the capabilities […] The post GPT-Engineer: Your New AI Coding Assistant appeared first on Analytics Vidhya.

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How to Create VTT Files for Videos in Python

AssemblyAI

VTT files are widely used subtitle file formats for videos. In this guide, we'll show you how to create VTT(.vtt ) files for videos in Python. What is a VTT file? VTT files are text files saved in Video Text Tracks format, also known as WebVTT. A VTT file is generally saved with the.vtt extension and contains supplementary information about the video such as subtitles or captions.

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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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Top 10 Real-Time Databases to Use in 2024

Analytics Vidhya

Introduction In the dynamic realm of contemporary applications, real-time databases are pivotal for maintaining smooth data management and immediate updates. Engineered to handle substantial data volumes, these databases offer instantaneous access to information. This article delves into the top 10 real-time databases set to make an impact in 2024. Understanding Real-Time Databases Real-time databases are […] The post Top 10 Real-Time Databases to Use in 2024 appeared first on Analytics Vi

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Global Secrets of Early Language Learning - Neuroscience News

Flipboard

A new study, involving an extensive international sample of 1,001 children across 43 languages, offers groundbreaking insights into how infants and toddlers learn language.

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Mistral AI’s Latest Mixture of Experts (MoE) 8x7B Model

Unite.AI

Mistral AI which is a Paris-based open-source model startup has challenged norms by releasing its latest large language model (LLM), MoE 8x7B, through a simple torrent link. This contrasts Google's traditional approach with their Gemini release, sparking conversations and excitement within the AI community. Mistral AI's approach to releases has always been unconventional.

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When it comes to generative AI in the enterprise, CIOs are taking it slow

Flipboard

To hear the hype from vendors, you would think that enterprise buyers are all in when it comes to generative AI. But like any newer technology, large companies tend to move cautiously. Throughout this year, as vendors feverishly announced new generative AI-fueled products, CIOs took note. Some companies have actually been looking to cut back […] © 2023 TechCrunch.

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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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This AI Paper Introduces EdgeSAM: Advancing Machine Learning for High-Speed, Efficient Image Segmentation on Edge Devices

Marktechpost

The Segment Anything Model (SAM) is an AI-powered model that segments images for object detection and recognition. It is an effective solution for various computer vision tasks. However, SAM is not optimized for edge devices, which can lead to retarded performance and high resource consumption. Researchers from S-Lab Nanyang Technological University and Shanghai Artificial Intelligence Laboratory developed EdgeSAM to address this issue.

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Sam Altman’s venture fund invests $3M in startup using humans and AI to keep people on task

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Shelpful co-founders, from left, Lydia Swift, Sharon Pope and Chris Morse. (Shelpful Photo) Shelpful , a Portland, Ore.-based startup that combines artificial intelligence and human empathy to help people stay on task and get stuff done, has checked a major item off its to-do list: the company has raised $3 million from Apollo Projects , the venture fund run by OpenAI CEO Sam Altman and his brothers.

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Apple Researchers Unveil DeepPCR: A Novel Machine Learning Algorithm that Parallelizes Typically Sequential Operations in Order to Speed Up Inference and Training of Neural Networks

Marktechpost

Several new innovations have been made possible because of the advancements in the field of Artificial intelligence and Deep Learning. Complex tasks like text or picture synthesis, segmentation, and classification are being successfully handled with the help of neural networks. However, it can take days or weeks to obtain adequate results from neural network training due to its computing demands.

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Researchers build AI that can replicate and alter itself and I'm pretty sure that's an opening line from the original Terminator script

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If you imagine a jackhammer slamming in a pushpin into the ground, you get the idea of how some AI and models are too much for our sometimes very …

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Microsoft AI Team Introduces Phi-2: A 2.7B Parameter Small Language Model that Demonstrates Outstanding Reasoning and Language Understanding Capabilities

Marktechpost

Language model development has historically operated under the premise that the larger the model, the greater its performance capabilities. However, breaking away from this established belief, Microsoft Research’s Machine Learning Foundations team researchers introduced Phi-2 , a groundbreaking language model with 2.7 billion parameters. This model defies the traditional scaling laws that have long dictated the field, challenging the widely-held notion that the size of a model is the singu

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Google's Pixel 9 could arrive with a sophisticated 'Pixie' AI assistant

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Powered by Google's Gemini, it could perform 'complex and multimodal tasks.' Google is creating a new, more sophisticated Android AI assistant called Pixie set to arrive with its Pixel 9 phone, according to a report from The Information.

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This AI Paper from China Introduces UniRepLKNet: Pioneering Large-Kernel ConvNet Architectures for Enhanced Cross-Modal Performance in Image, Audio, and Time-Series Data Analysis

Marktechpost

CNNs (Convolutional neural networks) have become a popular technique for image recognition in recent years. They have been highly successful in object detection, classification, and segmentation tasks. However, new challenges have emerged as these networks have grown more complex. Researchers from Tencent AI Lab and The Chinese University of Hong Kong have proposed four guidelines to address the architectural challenges in large-kernel CNNs.

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Why Anthropic and OpenAI are obsessed with securing LLM model weights

Flipboard

As chief information security officer at Anthropic, and one of only three senior leaders reporting to CEO Dario Amodei, Jason Clinton has a lot on his plate.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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This AI Paper Explores Misaligned Behaviors in Large Language Models: GPT-4’s Deceptive Strategies in Simulated Stock Trading

Marktechpost

Concerns have arisen regarding the potential for some sophisticated AI systems to engage in strategic deception. Researchers at Apollo Research, an organization dedicated to assessing the safety of AI systems, recently delved into this issue. Their study focused on large language models (LLMs), with OpenAI’s ChatGPT being one of the prominent examples.

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‘Potentially disastrous’ for innovation: Tech sector says EU AI Act goes too far

Flipboard

The EU AI Act still isn’t set in stone and the European elections could shake things up. But for the moment, the tech industry fears the Act may stifle competition. Meanwhile, artists and authors have proved more welcoming.

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Researchers from Karlsruhe Institute of Technology (KIT) Advance Precipitation Mapping with Deep Learning for Improved Spatial and Temporal Resolution

Marktechpost

Due to climate change, extreme weather, particularly heavy precipitation events, is expected to become more frequent. Many natural disasters, such as floods or landslides, are directly caused by extreme precipitation. Models based on climate prediction are frequently used. The existing climate models must improve their ability to accurately represent highly variable atmospheric phenomena.