Mon.Sep 11, 2023

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RLHF For High-Performance Decision-Making: Strategies and Optimization

Analytics Vidhya

Introduction Reinforcement Learning from Human Factors/feedback (RLHF) is an emerging field that combines the principles of RL plus human feedback. It will be engineered to optimize decision-making and enhance performance in real-world complex systems. RLHF for high performance focuses on understanding human behavior, cognition, context, knowledge, and interaction by leveraging computational models and data-driven approaches […] The post RLHF For High-Performance Decision-Making: Strategie

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Powering the future: The synergy of IBM and AWS partnership

IBM Journey to AI blog

We are in the midst of an AI revolution where organizations are seeking to leverage data for business transformation and harness generative AI and foundation models to boost productivity, innovate, enhance customer experiences, and gain a competitive edge. IBM and AWS have been working together since 2016 to provide secure, automated solutions for hybrid cloud environments.

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Musk, Zuckerberg, Gates: The titans of tech will talk AI at private Capitol summit

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This week will feature a series of public hearings on artificial intelligence. But all eyes will be on the closed-door gathering convened by Senate Majority Leader Chuck Schumer.

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Managing your cloud ecosystems: Keeping your setup consistent

IBM Journey to AI blog

Planning and managing your cloud ecosystem and environments is critical for reducing production downtime and maintaining a functioning workload. In the “Managing your cloud ecosystems” blog series, we cover different strategies for ensuring that your setup functions smoothly with minimal downtime. Previously, we covered keeping your workload running when updating worker nodes , managing major, minor and patch updates , and migrating workers to a new OS version.

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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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Bing Chat and ChatGPT use '1 bottle of water' in cooling for every query, leading to concerns for local water supplies

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Bing Chat is a thirsty, thirsty guy, according to new reports. Microsoft's water usage for cooling spiked by 34% in 2022, and will likely increase even further if the AI craze continues.

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How AI agents are already simulating human civilization

Flipboard

Artificial intelligence (AI) large language models (LLM) like OpenAI’s hit GPT-3, 3.5, and 4, encode a wealth of information about how we live, communicate, and behave, and researchers are constantly finding new ways to put this knowledge to use.

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NVIDIA Grace Hopper Superchip Sweeps MLPerf Inference Benchmarks

NVIDIA

In its debut on the MLPerf industry benchmarks, the NVIDIA GH200 Grace Hopper Superchip ran all data center inference tests, extending the leading performance of NVIDIA H100 Tensor Core GPUs. The overall results showed the exceptional performance and versatility of the NVIDIA AI platform from the cloud to the network’s edge. Separately, NVIDIA announced inference software that will give users leaps in performance, energy efficiency and total cost of ownership.

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AI app Character.ai is catching up to ChatGPT in the U.S.

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Character.ai, the AI app maker that lets users design their own AI characters, is catching up to ChatGPT in terms of mobile app usage. According to a recent analysis by market intelligence firm Similarweb, the iOS and Android apps for the a16z-backed Character.ai are now seeing 4.

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Understanding Flash-Attention and Flash-Attention-2: The Path to Scale The Context Lenght of Language Models

Towards AI

Last Updated on September 12, 2023 by Editorial Team Author(s): Jesus Rodriguez Originally published on Towards AI. The two methods provide major improvements to process longer text sequences in LLMs. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read.

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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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Nvidia Muscles Into Cloud Services, Rankling AWS

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Last year, Nvidia made an unusual proposal to Amazon Web Services and other cloud providers that have long been the biggest buyers of Nvidia’s specialized artificial intelligence server chips. Nvidia wanted to lease Nvidia-powered servers in the cloud providers’ data centers so it could turn.

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Top Important Computer Vision Papers for the Week from 4/9 to 10/9

Towards AI

Last Updated on September 12, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Computer Vision Research This member-only story is on us. Upgrade to access all of Medium. Computer vision, a field of artificial intelligence that enables machines to interpret and understand the visual world, is rapidly evolving with groundbreaking research and technological advancements.

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20 AI Tools To Supercharge Your Business And Productivity

Flipboard

Artificial intelligence can be an entrepreneur’s best friend or worst enemy. Channeled incorrectly, it can bring FOMO, anxiety, and fear of irrelevance. It can make business owners believe they’re not moving fast enough and their team fear they’ll lose their jobs.

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Candle: Minimalistic Machine Learning in Rust

Towards AI

Last Updated on September 12, 2023 by Editorial Team Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Guide to Building Your Own Machine Learning Model with Rust This member-only story is on us. Upgrade to access all of Medium. Image by Author with @MidJourney Artificial intelligence (AI) company Hugging Face has recently introduced Candle, a new minimalistic machine learning (ML) framework designed for the Rust programming language.

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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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Unistellar’s AI telescope lets you view galaxies in the night sky from the city

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It’s getting a lot easier to be a backyard astronomer. Citizen science has come to telescopes, and Unistellar enables us to look at the night sky with a powerful telescope and see galaxies, clusters of stars and nebulae even with tons of light pollution from the city.

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Decoding Business Challenges: The Art of Crafting Analytical Solutions

Towards AI

Last Updated on September 12, 2023 by Editorial Team Author(s): Francis Adrian Viernes Originally published on Towards AI. Determining Which Problems Require Your Analytics Expertise This member-only story is on us. Upgrade to access all of Medium. Photo by Ross Sneddon on Unsplash In my attempt to grow my expertise as a business, thought, and analytical leader, I tried to read up, attend seminars, and strike up conversations with similar leaders in the field.

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Will AI make us crazy?

Flipboard

Coverage of the risks and benefits of AI have paid scant attention to how chatbots might affect public health at a time when depression, suicide, anxiety, and mental illness are epidemic in the United States. But mental health experts and the healthcare industry view AI mostly as a promising tool, rather than a potential threat to mental health.

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Revolutionizing 3D Model Generation with MVDream

Towards AI

Last Updated on September 12, 2023 by Editorial Team Author(s): Louis Bouchard Originally published on Towards AI. Watch the video: This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, read it 2 days before on my blog! [link] I’m super excited to share this new AI model with you! We’ve seen so many new approaches to generating text, then generating images only getting better.

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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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Poll: Americans believe AI will hurt elections

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Half of Americans expect misinformation spread by AI to impact who wins the 2024 election — and one-third say they'll be less trusting of the results …

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Top 10 Powerful Use Cases of Generative AI Chatbots in Call Centers

Chatbots Life

In the rapidly evolving landscape of customer service, call centers are embracing cutting-edge technologies to elevate their operations and meet the growing expectations of today’s consumers. Among these transformative technologies, Generative AI chatbots have emerged as a game-changer. These intelligent virtual assistants are modifying the way call centers engage with customers, streamline processes, and deliver exceptional experiences.

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Why ChatGPT isn’t conscious – but future AI systems might be

Flipboard

The science of human consciousness offers new ways of gauging machine minds – and suggests there’s no obvious reason computers can’t develop awareness.

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Parmesan Makers Crack Down On Cheese Fraud With Microchips

Extreme Tech

About the size of a grain of salt, these microchips help track Parmigiano Reggiano chains of custody and validate that buyers are getting the real deal.

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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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Testing AI or Not: How Well Does an AI Image Detector Do Its Job? - bellingcat

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You may recall earlier this year when many social media users were convinced pictures of a “swagged out” Pope Francis—fitted with a white puffer …

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NASA Admits Space Launch System Costs Are Unsustainable

Extreme Tech

The report from the Government Accountability Office urges NASA to work toward lowering costs for its lunar ambitions.

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Scientists Are Beginning to Learn the Language of Bats and Bees Using AI

Flipboard

The new field of digital bioacoustics is machine learning& to try decipher animal speak, including& honeybee& toots and quacks and woops.

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Scientists Develop First Device to Monitor Transplanted Organs for Signs of Rejection

Extreme Tech

In rodent tests, the device has been shown to detect red flags three weeks earlier than conventional monitoring methods.

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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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Revolutionize Small Business with Generative AI

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Generative AI presents a wealth of opportunities for small enterprises across diverse industries. This story originally appeared on Under30CEO.com. Generative AI can significantly assist small businesses in managing their social media presence more effectively.

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IRS Will Use AI to Identify Tax Evasion Among Ultra-Wealthy

Extreme Tech

The agency says its new tools will help 'restore fairness' to the US tax system.

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AI chatbots were tasked to run a tech company. They built software in under seven minutes — for less than $1.

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AI chatbots like OpenAI's ChatGPT can operate a software company in a quick, cost-effective manner with minimal human intervention, a new study has …