Sat.Aug 12, 2023

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Is Data Science Hard? Know the Reality

Analytics Vidhya

The demand for proficient data scientists has been rising in the last few years, but the landscape has transformed with AI. The emphasis has shifted from routine tasks to more complex roles. A solid grasp of the latest data science advancements is now essential for a promising career. Is data science hard? While no learning […] The post Is Data Science Hard?

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Integrating Brain Activity Measurement With Virtual Reality

Unite.AI

At The University of Texas at Austin, a group of pioneering researchers have successfully modified a commercial virtual reality (VR) headset to include a non-invasive method of measuring brain activity. This innovative venture offers unprecedented insights into how humans process various stimuli in immersive VR environments, ranging from basic hints to more intense stressors.

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Microsoft Announces the End of Cortana on Windows

Analytics Vidhya

In a significant move, Microsoft has declared the impending end of support for Cortana on Windows. This announcement, confirmed by Windows Central, heralds a change that aligns with the company’s broader AI-focused vision. The retirement of Cortana highlights the evolution of technology in the digital landscape. This is more prominent as the tech giant shifts […] The post Microsoft Announces the End of Cortana on Windows appeared first on Analytics Vidhya.

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How to Match LLM Patterns to Problems

Eugene Yan

Distinguishing problems with external vs.

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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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How to Use Data Visualization in Infographics?

Analytics Vidhya

In our fast-paced, information-rich world, the ability to convey complex information swiftly and effectively has become necessary. Data visualization in infographics is a dynamic way to do so. This article delves into data visualization within infographics and showcases ways to present information both aesthetically and comprehensively. What is Data Visualization?

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Scikit-Learn vs TensorFlow: Which One to Choose?

Analytics Vidhya

The landscape of machine learning and artificial intelligence has been revolutionized by powerful libraries that redefine model creation and utilization. Among them are Scikit-Learn and TensorFlow, both widely embraced for their unique features. Despite their extensive data science and machine learning usage, they cater to diverse objectives. In this article, we delve into a comparative […] The post Scikit-Learn vs TensorFlow: Which One to Choose?

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‘It gave us some way to fight back’: New tools aim to protect art and images from AI’s grasp

Flipboard

CNN — For months, Eveline Fröhlich, a visual artist based in Stuttgart, Germany, has been feeling “helpless” as she watched the rise of new artificial intelligence tools that threaten to put human artists out of work.

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Meet Flows: A Revolutionary AI Framework for Modeling Complex AI-Human Interactions

Marktechpost

Recent advancements in artificial intelligence have created multiple opportunities for structured reasoning as they can remarkably adapt to information within their context. This collaboration between multiple AI systems and humans is crucial. Strategic content crafting can lead LLMs to perform complex reasoning to enhance their capabilities. We require a principal and organized way of designing and studying such models.

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World’s first mass-produced humanoid robot? China start-up Fourier Intelligence eyes two-legged robots with AI brains

Flipboard

The CEO of Fourier Intelligence discusses his plans and vision for the GR-1 humanoid robot, which stole the show at the World Artificial Intelligence Conference in Shanghai last month.

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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 Can We Generate A New Concept That Has Never Been Seen? Researchers at Tel Aviv University Propose ConceptLab: Creative Generation Using Diffusion Prior Constraints

Marktechpost

Recent developments in the field of Artificial Intelligence have led to solutions to a variety of use cases. Different text-to-image generative models have paved the way for an exciting new field where written words can be transformed into vibrant, engrossing visual representations. The capacity to conceptualize distinctive ideas inside fresh circumstances has been further expanded by the explosion of personalization techniques as a logical evolution.

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Yoshua Bengio: Democracy is not safe in an AI world

Flipboard

Yoshua Bengio’s work in the 1990s and 2000s has contributed to the foundations of chatbots like OpenAI’s ChatGPT and Google’s Bard. Today, Bengio is one of the biggest voices warning the world about the necessity of having control and regulations on artificial intelligence (AI) technology.

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Researchers from USC and Microsoft Propose UniversalNER: A New AI Model Trained with Targeted Distillation Recognizing 13k+ Entity Types and Outperforming ChatGPT’s NER Accuracy by 9% F1 on 43 Datasets

Marktechpost

ChatGPT and other large language models (LLMs) have shown impressive generalization abilities, but their training and inference costs are often prohibitive. Additionally, white-box access to model weights and inference probabilities is frequently crucial for explainability and confidence in mission-critical applications like healthcare. As a result, instruction tuning has gained popularity as a method for condensing LLMs into more affordable and transparent student models.

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Will "godlike AI" kill us all — or unlock the secrets of the universe? Probably not

Flipboard

Since the release of ChatGPT last November, apocalyptic warnings that AGI, or artificial general intelligence, could destroy humanity have been all over the news.

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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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Researchers from Meta AI Introduce a New AI Model to Critique Large Language Model Generations

Marktechpost

The ability of large language models (LLMs) to generate coherent, contextually relevant, and semantically meaningful text has become increasingly complex. Despite these advancements, LLMs frequently provide inaccurate, doubtful, and nonsensical results. Thus, techniques that continually assess and improve generations would be helpful toward more trustworthy language models.

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Publishing scammers are using AI to scale their grifts

Flipboard

Large language models are disrupting the publishing industry, from spam submissions to garbage books. AI is, in theory, poised to disrupt work as we know it now.

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Researchers at UC Santa Cruz Propose a Novel Text-to-Image Association Test Tool that Quantifies the Implicit Stereotypes between Concepts and Valence and Those in the Images

Marktechpost

A research team from UC Santa Cruz has introduced a novel tool called the Text to Image Association Test. This tool addresses the inadvertent biases in Text-to-Image (T2I) generative AI systems. These systems are known for their ability to create images from text descriptions but often reproduce societal biases in their outputs. Led by an Assistant Professor, the team developed a quantifiable method to measure these intricate biases.

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Deal Dive: This AI startup is racking up government customers

Flipboard

Tax evasion, money laundering and other financial crimes are massive, costly issues. In 2021, the Internal Revenue Service estimated that the U.S. loses $1 trillion a year due to tax evasion alone. IVIX thinks AI can help with that.

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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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Can Large-Scale Language Models Replace Humans in Text Evaluation Tasks? This AI Paper Proposes to Use LLM for Evaluating the Quality of Texts to Serve as an Alternative to Human Evaluation

Marktechpost

Human evaluation has been used to evaluate the performance of natural language processing models and algorithms for denoting text quality. Still, human evaluation is only sometimes consistent and may not be reproducible as it is hard to recruit the same human evaluators and return the same evaluation as the evaluator uses a different number of factors, including the subjectivity or differences in their interpretation of the evaluation criteria.

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Prompt Engineering Deciphers Riddle Of Show-Me Versus Tell-Me As Choice Of Best-In-Class Prompting Technique For Generative AI

Flipboard

Show me versus tell me. That’s a longstanding consideration when you are trying to learn something new or aiming to figure out how to solve a vexing problem.

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How to Easily Scrape Data From Social Media?—?The Example of Reddit

Artificial Corner

This article is a comprehensive overview of data collection Reddit an outstanding social media platform Continue reading on Artificial Corner »

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Here Are the Top AI Stories You Missed This Week

Flipboard

Take a quick look at the newest and weirdest happenings in AI. If you’re behind on what’s happening with the robot uprising, have no fear.

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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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How to Measure ROI of Data Integration Projects

Artificial Corner

A guide to the key metrics to measure the ROI of Data Integration projects Continue reading on Artificial Corner »

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Fiction writers fear the rise of AI, but also see it as a story to tell

Flipboard

NEW YORK (AP) — For a vast number of book writers, artificial intelligence is a threat to their livelihood and the very idea of creativity.

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Train LLM with a Simple English Prompt! Meet gpt-llm-trainer: The Easiest Way to Train a Task-Specific LLM

Marktechpost

A form of AI called large language models (LLMs) has been proven to produce text on par with a human’s. Unfortunately, training LLMs is a resource-intensive operation requiring high-powered computers and a vast volume of data. gpt-llm-trainer is a program that facilitates LLM training on local machines. It employs the GPT-4 language model to train a unique LLM to produce a dataset of questions and answers.

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5 ChatGPT Therapist Bots and AI Apps to Relieve Mental Health Problems

Flipboard

Can AI actually help you with mental health and well-being? Can it even act as a therapist? These intelligent chat bots sure think so.

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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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I built a labeling app with ChatGPT

Artificial Corner

Things you need to know to code effectively with AI Continue reading on Artificial Corner »

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This ChatGPT-powered voice recorder turns any call or meeting into a productive plan of action

Flipboard

[link] Oral communication has driven civilization for millennia, and it's not about to become obsolete anytime soon despite the prevalence of text-based communication. Voice calls and in-person meetings carry the nuances and hints that we depend on for context, but they lose their usefulness once the moment has passed.

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Exploring Julia Programming Language: Web Scraping ? (Part 1)

Mlearning.ai

Retrieving data from websites with Julia Continue reading on MLearning.

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