Fri.Nov 24, 2023

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Monitor Data & Model in Airline Ops with Evidently & Streamlit in Production

Analytics Vidhya

Introduction Have you experienced the frustration of a well-performing model in training and evaluation performing worse in the production environment? It’s a common challenge faced in the production phase, and that is where Evidently.ai, a fantastic open-source tool, comes into play to make our ML model observable and easy to monitor. This guide will cover […] The post Monitor Data & Model in Airline Ops with Evidently & Streamlit in Production appeared first on Analytics

ML 314
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20 Best ChatGPT Prompts for Entrepreneurs

Unite.AI

In the realm of entrepreneurship, where agility and innovation are paramount, tools like ChatGPT are revolutionizing how entrepreneurs approach challenges and opportunities. ChatGPT is a versatile partner for entrepreneurs seeking to enhance efficiency, creativity, and strategic depth in their ventures. From ideation to customer engagement, ChatGPT's advanced language capabilities provide a significant edge in a competitive market.

ChatGPT 312
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Enhancing Customer Support Efficiency Through Automated Ticket Triage 

Analytics Vidhya

Introduction In the fast-paced world of customer support efficiency and responsiveness are paramount. Leveraging Large Language Models (LLMs) such as OpenAI’s GPT-3.5 for project optimization in customer support introduces a unique perspective. This article explores the application of LLMs in automating ticket triage, providing a seamless and efficient solution for customer support teams.

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Application modernization overview

IBM Journey to AI blog

Application modernization is the process of updating legacy applications leveraging modern technologies, enhancing performance and making it adaptable to evolving business speeds by infusing cloud native principles like DevOps, Infrastructure-as-code (IAC) and so on. Application modernization starts with assessment of current legacy applications, data and infrastructure and applying the right modernization strategy (rehost, re-platform, refactor or rebuild) to achieve the desired result.

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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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Beyond Q-Star: OpenAI’s AGI breakthrough possible with PPO

Analytics Vidhya

Artificial General Intelligence (AGI) captivates the AI realm, symbolizing systems surpassing human capabilities. OpenAI, a pivotal AGI researcher, recently transitioned from Q* to focus on Proximal Policy Optimization (PPO). This shift signifies PPO’s prominence as OpenAI’s enduring favorite, echoing Peter Welinder’s anticipation: “Everyone reading up on Q-learning, Just wait until they hear about PPO.” In […] The post Beyond Q-Star: OpenAI’s AGI breakt

OpenAI 306

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Exploring Pointwise Convolution in CNNs: Replacing Fully Connected Layers

Analytics Vidhya

Introduction Convolutional Neural Networks (CNNs) have been key players in understanding images and patterns, transforming the landscape of deep learning. The journey began with Yan introducing the LeNet architecture, and today, we have a range of CNNs to choose from. Traditionally, these networks heavily depended on fully connected layers, especially when sorting things into different […] The post Exploring Pointwise Convolution in CNNs: Replacing Fully Connected Layers appeared first on

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New technique can accelerate language models by 300x

Flipboard

Researchers at ETH Zurich have developed a new technique that can significantly boost the speed of neural networks. They’ve demonstrated that altering the inference process can drastically cut down the computational requirements of these networks.

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Google’s BARD can now ‘Watch and Answer Questions’ about YouTube Videos

Analytics Vidhya

Are you tired of browsing through endless YouTube videos to find the answers you need? Google’s Bard AI has rolled out a feature that’s set to revolutionise how we interact with video content. With the ability to watch and summarise YouTube videos, Bard AI is not just enhancing user experience but also redefining video content […] The post Google’s BARD can now ‘Watch and Answer Questions’ about YouTube Videos appeared first on Analytics Vidhya.

AI 296
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?LeMUR's Custom Text Input + Revamped Playground

AssemblyAI

Hey 👋, this weekly update contains the latest info on our new product features, tutorials, and our community. Join Us On Discord 🚀Custom Text Input For LeMUR Users can submit their own  custom text inputs  into  LeMUR , with no transcript ID required: import assemblyai as aai aai.settings.api_key = f"{API_TOKEN}" result = aai.Lemur().task( "Summarize the transcript", input_text=your_customized_text ) This unlocks a ton of customizability.

Python 147
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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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How OpenAI's origins explain the Sam Altman drama

Flipboard

OpenAI's board of directors' abruptly firing CEO Sam Altman then bringing him back days later did not come out of nowhere. In fact, the boardroom drama represented the boiling over of tensions that have long simmered under the surface of the company.

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NVIDIA AI Research Releases HelpSteer: A Multiple Attribute Helpfulness Preference Dataset for STEERLM with 37k Samples

Marktechpost

In the significantly advancing field of Artificial Intelligence (AI) and Machine Learning (ML), developing intelligent systems that smoothly align with human preferences is crucial. The development of Large Language Models (LLMs), which seek to imitate humans by generating content and answering questions like a human, has led to massive popularity in AI.

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AI’s Spicy-Mayo Problem

Flipboard

A chatbot that can’t say anything controversial isn’t worth much. Bring on the uncensored models. One day in July, a developer who goes by the handle Teknium asked an AI chatbot how to make mayonnaise. Not just any mayo—he wanted a “dangerously spicy” recipe. The chatbot, however, politely declined.

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This AI Research Proposes a Fully Automated Solution for Consistent Character Generation with the Sole Input being a Text Prompt

Marktechpost

A key component of many creative projects is the capacity of the created visual content to remain consistent across different situations, as seen in Figure 1. These include drawing book illustrations, building brands, making comics, presentations, websites, and more. Establishing brand identification, enabling narrative, improving communication, and fostering emotional connection all depend on this consistency.

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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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Anthropic slashes AI pricing amid rising competition

Flipboard

For enterprise companies exploring opportunities in conversational artificial intelligence (AI), a new development promises greater access and affordability. Anthropic, a leading AI model lab, today dropped the per-token pricing of its conversational model Claude 2.

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Learn How to Generate 3D Avatars from 2D Image Collections with this Novel AI Technique

Marktechpost

Generative models, such as Generative Adversarial Networks (GANs), have the capacity to generate lifelike images of objects and dressed individuals after being trained on an extensive image collection. Although the resulting output is a 2D image, numerous applications necessitate diverse and high-quality virtual 3D avatars. These avatars should allow pose and camera viewpoint control while ensuring 3D consistency.

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California examines benefits, risks of using artificial intelligence in state government

Flipboard

Artificial intelligence that can generate text, images and other content could help improve state programs but also poses risks, according to a report released by the governor’s office on Tuesday.

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Researchers from Genentech Propose A Deep Learning Methodology to Discover a Predictive Tumor Dynamic Model from Longitudinal Clinical Data

Marktechpost

Researchers from Genentech introduced tumor dynamic neural-ODE (TDNODE) as a pharmacology-informed neural network for enhancing tumor dynamic modeling in oncology drug development. Overcoming the limitations of existing models, TDNODE allows unbiased predictions from truncated data. Its encoder-decoder architecture expresses an underlying dynamical law with generalized homogeneity, representing kinetic rate metrics with inverse time as the unit.

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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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Criminals are using AI tools like ChatGPT to con shoppers. Here's how to spot scams.

Flipboard

Cybercriminals tend to pounce on shoppers around the holidays, posing as retailers offering deep discounts in order to capture consumers' spending on â€Ĥ

AI Tools 181
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Revolutionizing Martian Colonization: An AI Robotic Chemist’s Breakthrough in Autonomous Catalyst Synthesis for Oxygen Production

Marktechpost

Researchers conducted theoretical calculations and experiments to optimize Martian meteorites for the oxygen evolution reaction (OER). Neural network (NN) models are developed to predict catalytic properties based on metal composition. Employing Bayesian optimization, the research identifies the optimal metal composition yielding the highest catalytic activity.

Robotics 113
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Fabricating an artificial emergency isn’t intelligent

Flipboard

President Joe Biden’s recent executive order on artificial intelligence abuses a 1950 war powers law called the Defense Production Act meant to avoid â€Ĥ

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Choosing the Right Whisper Model: When To Use Whisper v2, Whisper v3, and Distilled Whisper?

Marktechpost

In the field of Artificial Intelligence and Machine Learning, speech recognition models are transforming the way people interact with technology. These models based on the powers of Natural Language Processing, Natural Language Understanding, and Natural Language Generation have paved the way for a wide range of applications in almost every industry.

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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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Step into this pod that uses AI to diagnose and treat you in minutes

Flipboard

Imagine walking into a futuristic pod and getting a full-body scan, a blood test and a personalized health plan in minutes. That's about to become a reality if a company called Forward has its way. It just launched its flagship product, CarePod, which it claims is the world’s first AI doctor’s office.

AI 158
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This AI Paper Introduces a Groundbreaking Machine Learning Model for Efficient Hydrogen Combustion Prediction: Leveraging ‘Negative Design’ and Metadynamics in Reactive Chemistry

Marktechpost

Potential energy surfaces (PESs) represent the relationship between the positions of atoms or molecules and their associated potential energy. PESs are essential in understanding molecular behavior, chemical reactions, and material properties. They describe how the potential energy of a system changes as the positions of its constituent atoms or molecules vary.

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AI Wizard Sam Altman Shows What Real Leadership Is. His Bosses Were Clueless

Flipboard

A lot happened to artificial intelligence pioneer wizard Sam Altman, recently. But for me mostly it demonstrated how his bosses knew little about leadership. First let’s recap the basics of what happened over the past few days.

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3 tech trends governments must act on in 2024

SAS Software

The weight of the world has never been heavier – and it rests on the shoulders of government. Geopolitical hostilities, war, climate change, economic turmoil, large-scale migration and workforce shortages are worldwide issues. These challenges are compounded when governments have political divisions and stymied processes. Citizens want their government to [.

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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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71% Of Employers May Be Left Behind In The Generative AI Race

Flipboard

The 2023 Skills Index report from BTG (Business Talent Group) unearthed some striking data about artificial intelligence and its integration in today's workplace.

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I Tried 50 AI Tools. These Are My Favorites

Artificial Corner

These are the best AI tools I tried in 2023 (other than ChatGPT and Midjourney).

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Create Stunning Data Viz in Seconds with ChatGPT

Flipboard

Data scientists love it! See how ChatGPT creates jaw-dropping data viz with just a few words - it's almost unfair how easy it is.

ChatGPT 169