Sun.Jul 09, 2023

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Artificial Intelligence vs. Human Intelligence: Top 7 Differences

Analytics Vidhya

Introduction Artificial intelligence has come a long way from the fictional AI character JARVIS to real-life ChatGPT. However, human intelligence is an attribute that supports individuals in learning, comprehending, and coming up with innovative solutions to challenges, versus artificial intelligence, which imitates humans based on provided data. Since AI has become so prevalent today, a […] The post Artificial Intelligence vs.

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On the Stepwise Nature of Self-Supervised Learning

BAIR

Figure 1: stepwise behavior in self-supervised learning. When training common SSL algorithms, we find that the loss descends in a stepwise fashion (top left) and the learned embeddings iteratively increase in dimensionality (bottom left). Direct visualization of embeddings (right; top three PCA directions shown) confirms that embeddings are initially collapsed to a point, which then expands to a 1D manifold, a 2D manifold, and beyond concurrently with steps in the loss.

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How AI is reshaping the rules of business

Flipboard

Over the past few weeks, there have been a number of significant developments in the global discussion on AI risk and regulation. The emergent theme, both from the U.S. hearings on OpenAI with Sam Altman and the EU’s announcement of the amended AI Act, has been a call for more regulation.

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Are Experts Needed in Human Evaluation?

Ehud Reiter

** Paper will be presented at ACL in1615 Generation session on Tuesday 11 July One of the perennial questions in human evaluation of NLP systems is whether the evaluation needs to be done by domain experts, or whether we can use non-experts such as students, colleagues, and crowd workers (which if course is much cheaper, quicker, and easier to organise).

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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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Sarah Silverman is suing OpenAI and Meta for copyright infringement.

Flipboard

The lawsuits allege the companies trained their AI models on their works without their consent. Comedian and author Sarah Silverman, as well as authors Christopher Golden and Richard Kadrey — are suing OpenAI and Meta each in a US District Court over dual claims of copyright infringement.

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This is why comedian Sarah Silverman is suing OpenAI, the company behind ChatGPT

Flipboard

Comedian Sarah Silverman is suing the company behind ChatGPT, alleging copyright infringement of her book. Silverman is one of three authors who are suing OpenAI, the company that created the AI chatbot, according to the court documents seen by Insider.

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UC Berkeley And MIT Researchers Propose A Policy Gradient Algorithm Called Denoising Diffusion Policy Optimization (DDPO) That Can Optimize A Diffusion Model For Downstream Tasks Using Only A Black-Box Reward Function

Marktechpost

Researchers have made notable strides in training diffusion models using reinforcement learning (RL) to enhance prompt-image alignment and optimize various objectives. Introducing denoising diffusion policy optimization (DDPO), which treats denoising diffusion as a multi-step decision-making problem, enables fine-tuning Stable Diffusion on challenging downstream objectives.

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How Artificial Intelligence, Data And Analytics Are Transforming Formula One In 2023

Flipboard

Formula One (F1) has always been a technology-driven sport. Behind every car tearing up the circuit at 250 mph is a team of engineers and scientists competing to wrangle every advantage, leveraging the latest innovations in data, analytics and high-performance computing.

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Alibaba Cloud Unveils Tongyi Wanxiang: An AI Image Generation Model to Help Businesses to Unleash Creativity and Productivity

Marktechpost

Tongyi Wanxiang (‘Wanxiang’ means ‘tens of thousands of photos’) is the latest AI image creation model announced by Alibaba Cloud, the digital technology and intelligence backbone of the Alibaba Group, during the World Artificial Intelligence Conference 2023. Enterprise customers in China can now participate in a beta test of the state-of-the-art generative AI model.

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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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6 best translator apps: How Artificial Intelligence can help break communication barriers

Flipboard

If you find yourself in a place where you don't know the language, these smartphone translator apps will assist you in learning a different language, …

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EU AI Regulation Demystified: The Top 10 Things You Need to Know

Artificial Corner

Stay Ahead of the Curve with a Comprehensive Breakdown of the Latest EU AI Regulation and its Impact on Businesses and Society Continue reading on Artificial Corner »

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MIT Researchers Developed BioAutoMATED: An Automated Machine-Learning System That Can Select And Build An Appropriate Model For A Given Dataset

Flipboard

The task of building machine-learning models can be challenging, particularly for researchers without expertise in machine learning. However, a team of researchers at MIT has developed an innovative solution called BioAutoMATED. This automated machine-learning system streamlines the process of model selection and data preprocessing, significantly reducing the time and effort required.

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Unsupervised Learning: Discovering Hidden Patterns and Insights

Artificial Corner

Image by Author Welcome to this exciting article on Unsupervised Learning! In this in-depth exploration, we will dive into the world of unsupervised learning. Let’s get started! Unsupervised learning is a powerful branch of machine learning where algorithms learn patterns and relationships in data without any explicit guidance or pre-labelled examples.

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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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Uncovering 7 examples of bias in AI-generated images

Flipboard

If you’ve been online much recently, chances are you’ve seen some of the fantastical imagery created by text-to-image generators such as Midjourney …

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Complete Personalization, Complete Control: The Composable CDP

databricks

In a crowded retail marketplace, organizations increasingly compete for consumer time, attention and spend. Gone are the days where broadstroke advertisements and bulk.

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The Golden Rule and the AI Utility Function – Part II - DataScienceCentral.com

Flipboard

In part 1 of the series on integrating the Golden Rule into the AI Utility Function, we reviewed the Golden Rule and brainstormed the key Golden Rule …

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AI Safety and the Age of Dislightenment

fast.ai

Proposals for stringent AI model licensing and surveillance will likely be ineffective or counterproductive, concentrating power in unsustainable ways, and potentially rolling back the societal gains of the Enlightenment. The balance between defending society and empowering society to defend itself is delicate. We should advocate for openness, humility and broad consultation to develop better responses aligned with our principles and values — responses that can evolve as we learn more about this

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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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5 things you should never share with ChatGPT

Flipboard

Google just changed the privacy policy of its apps to let you know that it will use all of your public data and everything else on the internet to …

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Now You Can Generate AI Images with ChatGPT. Here’s How

Artificial Corner

This feature is available in the free version of ChatGPT. Let’s see whether it’s better than Midjourney.

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‘Indiana Jones and the Dial of Destiny’: VFX Team on Creating a Young Harrison Ford and How Mads Mikkelsen’s Villain Survived That Train Fall

Flipboard

"We utilized every trick in the book," says ILM VFX supervisor Robert Weaver of the 2,350 effects shots in the movie.

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Introduction to Markov Chains in Python

Artificial Corner

A practical guide to writing your first Markov Chain program in Python Continue reading on Artificial Corner »

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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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Why Apple’s Vision Pro should remove the screen

Flipboard

Our concept for a screenless AR assistant launched nearly 10 years ago. And we still believe it could be as, if not more impactful, than Apple’s Vision Pro.

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The LangChain Alternative You Absolutely Need To Master

Mlearning.ai

I have been experimenting with LangChain for quite some time. For context, I penned the following articles, which garnered significant… Continue reading on MLearning.

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Is artificial intelligence advancing too quickly? What AI leaders at Google say

Flipboard

We may look on our time as the moment civilization was transformed as it was by fire, agriculture and electricity.

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AI Safety and the Age of Dislightenment

fast.ai

Proposals for stringent AI model licensing and surveillance will likely be ineffective or counterproductive, concentrating power in unsustainable ways, and potentially rolling back the societal gains of the Enlightenment. The balance between defending society and empowering society to defend itself is delicate. We should advocate for openness, humility and broad consultation to develop better responses aligned with our principles and values — responses that can evolve as we learn more about this

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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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Attribution matters: how marketers are navigating an ‘uncomfortably complex topic’

Flipboard

Attributing results to particular channels or campaigns is arguably digital marketing’s most dogged problem, with an array of approaches mutating as …

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AI Writing Gets a Major Upgrade

Robot Writers AI

Developers Have Their Hands on ChatGPT’s Latest ‘Secret Sauce’ In a move that will significantly improve the performance of dozens of existing and new AI writers across-the-industry, OpenAI has granted developers access to ChatGPT’s most powerful secret sauce: GPT-4 software. The proprietary code is the most powerful AI autowriting engine available to ChatGPT, enabling it to create often amazing writing in the blink-of-an-eye.

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Bees Are Astonishingly Good at Making Decisions—and This Computer Model Explains How That’s Possible

Flipboard

A honey bee’s life depends on it successfully harvesting nectar from flowers to make honey.