AI News

JULY 3, 2024

. “We’re helping our customers in the way that their customers show up to their website, having a chatbot automation service that can escalate into a phone call,” Geddes explained. Consequently, Zoom’s stock has returned to pre-pandemic levels, dropping from a peak of $559 in October 2020 to around $60 currently.

Big Data 204

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AI News

AUGUST 2, 2024

Microsoft revealed that its carbon emissions had surged nearly 30% since 2020, mainly due to the construction and operation of energy-hungry data centres needed to power its AI ambitions. Google reported an even steeper 48% rise in emissions compared to 2019. Once deployed, AI models consume significant energy with each query or task.

Big Data 295

Big Data AI AI Large Language Models 295

NYU Center for Data Science

NOVEMBER 9, 2023

The course has seen dramatic improvements since its launch in 2020. Canziani, who has been instrumental in updating the course content, explained that when he first taught the course with LeCun, he hadn’t fully internalized the revolutionary nature of the material himself.

Deep Learning 98

Deep Learning Explainability Machine Learning AI 98

AI News

AUGUST 29, 2023

Operationalisation needs good orchestration to make it work, as Basil Faruqui, director of solutions marketing at BMC , explains. “If CRMs and ERPs had been going the SaaS route for a while, but we started seeing more demands from the operations world for SaaS consumption models,” explains Faruqui.

Data Ingestion 165

Data Ingestion Big Data Explainability ETL 165

Mlearning.ai

MAY 11, 2023

ChatGPT is an AI language model that has taken the world by storm since its release in 2020. Explain Like I’m 5 was originally published in MLearning.ai From research institutions to businesses, the excitement surrounding AI is palpable. ChatGPT — you probably already heard it somewhere, or maybe everywhere.

Neural Network 52

Neural Network Explainability Convolutional Neural Networks Natural Language Processing 52

Unite.AI

SEPTEMBER 23, 2024

In 2020, Exscientia developed a drug candidate for obsessive-compulsive disorder, which entered clinical trials less than 12 months after the program started — a timeline far shorter than the industry standard. Early Successes Generative AI is not just a hypothetical tool; it has already demonstrated its ability to deliver results.

Generative AI 259

Generative AI Data Quality AI AI 259

Towards AI

NOVEMBER 7, 2024

What’s AI Weekly This week in High Learning Rate, my other newsletter, we go back to the basics and explore the popular retrieval-augmented generation (RAG) method, introduced by a Meta paper in 2020. In one line, RAG answers the known limitations of LLMs, such as non-access to up-to-date information and hallucinations.

Black Box AI 98

Black Box AI AI AI Machine Learning 98

NYU Center for Data Science

DECEMBER 14, 2023

Many of them don’t consider themselves technical,” McFee explains, many of whom come from music majors rather than engineering or STEM fields. “I I find myself explaining concepts like discrete Fourier transforms to students who haven’t done math since tenth grade.” A lot of people pick this stuff up as a third language,” he explains.

Data Science 94

Data Science Explainability Big Data Data Scientist 94

NYU Center for Data Science

JUNE 16, 2023

Motivated by applications in healthcare and criminal justice, Umang studies how to create algorithmic decision-making systems endowed with the ability to explain their behavior and adapt to a stakeholder’s expertise to improve human-machine team performance. By Meryl Phair

Machine Learning 102

Machine Learning Artificial Intelligence Artificial Intelligence Explainability 102

Jay Alammar

DECEMBER 16, 2020

input saliency is a method that explains individual predictions. This is a method of attribution explaining the relationship between a model's output and inputs -- helping us detect errors and biases, and better understand the behavior of the system. Interfaces for Explaining Transformer Language Models [Blog post].

Explainability 52

Explainability Auto-classification Auto-complete Neural Network 52

NVIDIA

AUGUST 29, 2024

So, in the spring of 2020, Kiela and his team published a seminal paper of their own, which introduced the world to retrieval-augmented generation. In many ways, it’s an advanced, productized version of the RAG architecture Kiela and Singh first described in their 2020 paper. The platform Contextual AI offers is called RAG 2.0.

Neural Network 67

Neural Network LLM OpenAI Large Language Models 67

Unite.AI

JANUARY 13, 2024

Yolov8 Explained YOLO (You Only Live Once) is a popular computer vision model capable of detecting and segmenting objects in images. Yolov4: With Yolov4’s release in 2020, the new Mosaic data augmentation technique was introduced, which offered improved training capabilities.

Computer Vision 259

Computer Vision Python Explainability AI 259

Unite.AI

OCTOBER 8, 2024

You co-founded HeyGen in 2020 with the vision of reinventing visual storytelling through AI. Can you explain how HeyGen achieves this and maintains natural lip sync and voice quality? Can you share what inspired you to start HeyGen and your initial vision for this mission? Our team at HeyGen uses text-to-speech technology.

Generative AI 147

Generative AI Explainability AI AI 147

Unite.AI

SEPTEMBER 28, 2024

You.com was founded in 2020 by Richard Socher and Bryan McCann. Creative: Explain the visual or graphic you're envisioning. I wasn’t exactly sure what I wanted to ask You.com, so I selected “Research” and one of the suggested prompts: “Explain the Big Bang Theory.” In the middle were the AI Modes. Who is the owner of You.com?

AI Tools 162

AI Tools LLM Python Data Analysis 162

IBM Journey to AI blog

SEPTEMBER 23, 2024

“The ISS only covers an area up to 55 degrees North and 55 degrees South within its flight path,” explained Müller. Mechanical issues on ISS knocked the network offline in 2020, and Russia’s invasion of Ukraine in 2022 brought the tracking activity to a grinding halt.

Explainability 113

Explainability 113

Unite.AI

SEPTEMBER 24, 2023

In this HeyGen Review, I will explain what HeyGen is, how it works, and what it's used for. From there, I will dive into HeyGen's main features and explain how each is used so you can benefit from this incredible tool. Explainer videos: HeyGen simplifies complex concepts by turning them into engaging explainer videos.

Explainability 278

Explainability AI AI Automation 278

ODSC - Open Data Science

OCTOBER 10, 2024

Keith Thomas, a 46-year-old Wall Street trader from Long Island, experienced a life-altering diving accident in 2020, which left him paralyzed from the chest down. Recalling the terrifying moment, Thomas explained, “ I blacked out, and I couldn’t move.

AI 52

AI AI Explainability Data Science 52

Bugra Akyildiz

NOVEMBER 17, 2024

2022) XGB1 : Extreme Gradient Boosted Trees of Depth 1, with optimal binning (Chen and Guestrin, 2016; Navas-Palencia, 2020) XGB2 : Extreme Gradient Boosted Trees of Depth 2, with effect purification (Chen and Guestrin, 2016; Lengerich, et al. 2020) EBM : Explainable Boosting Machine (Nori, et al. 2019; Lou, et al.

Convolutional Neural Networks 52

Convolutional Neural Networks Metadata Computer Vision Python 52

Unite.AI

SEPTEMBER 29, 2023

Lucky for you, this comprehensive Murf AI review will explain how you can use AI voice generation to elevate your content creation to a whole new level! I'll explain Murf AI's key features and show you how easy they are to use. You can also adjust the pitch, speed, and more exactly how you'd like to get the most human-like result.

AI 246

AI AI Explainability Automation 246

Unite.AI

AUGUST 9, 2024

Can you explain the concept of ‘ambient intelligence' and how it differentiates Runway from other AI-driven financial platforms? It automatically explains what your model does or why your actuals are different from your forecast. Ambient Intelligence is a completely new expression of how AI can be used in products.

Chatbots 130

Chatbots Explainability Actionable Intelligence AI 130

Aiiot Talk

MARCH 31, 2024

Learn Empathy According to a Gallup report, the number of engaged workers has declined from 36% to 32% between 2020 and 2022. Guide the interaction, explaining how they need to listen to one another and step into the other person’s shoes. Whoever holds the stick has the floor without interruptions.

Robotics 130

Robotics Artificial Intelligence Artificial Intelligence Explainability 130

IBM Journey to AI blog

OCTOBER 9, 2023

IBM has long argued that AI systems need to be transparent and explainable. In terms of regulating this emerging technology, IBM is a strong advocate of precision regulation that determines how the technology is used rather than regulating the technology itself.

Automation 140

Automation AI AI Natural Language Processing 140

Ehud Reiter

AUGUST 25, 2024

I remember once trying to carefully explain why an LSTM approach was not appropriate for what a potential client wanted to do, and the response was “I’m a techie and I agree with you, but my manager insists that we have to use LSTMs because this is what everyone is talking about.”

BERT 135

BERT NLP Natural Language Processing Prompt Engineer 135

ODSC - Open Data Science

JULY 18, 2024

billion in sales in 2023, a steady climb since the COVID-19 dip in 2020, according to Statista Market Insights. Global brands such as L’Oréal S.A. and LVMH-owned Sephora are also utilizing AI to tailor products to customers’ needs. The global beauty industry, including cosmetics, hit $625.6

Deep Learning 52

Deep Learning Data Science AI AI 52

AI News

JULY 31, 2023

UK Approach: Key assumptions for AI system costs Key finding : Cost of compliance for HRS highest under Option 3 Option Option 0 Option 1 Option 2 Option 3 % of businesses that provide high-risk systems (HRS) – 8.1%

AI 212

AI AI Big Data Artificial Intelligence 212

NVIDIA

DECEMBER 4, 2023

Three technical reasons, and many stories, explain why that’s so. A 2020 study assessing AI technology for the U.S. GPUs have been called the rare Earth metals — even the gold — of artificial intelligence, because they’re foundational for today’s generative AI era. GPU systems scale up to supercomputing heights.

Neural Network 132

Neural Network AI AI LLM 132

Flipboard

JANUARY 25, 2023

In 2020, the two spent two weeks brainstorming what to build next. ” Supernormal extracts details like customer objectives and goals, Treseler explains, and after a meeting attempts to automate action items like follow-up emails, scheduling and making introductions.

OpenAI 175

OpenAI Generative AI Explainability Automation 175

ODSC - Open Data Science

APRIL 3, 2023

Are you curious about explainability methods like saliency maps but feel lost about where to begin? Plus, our built-in QA ecosystem , including explainability, adversarial attacks, graph visualizations, and behavioral tests, allows you to analyze the models from multiple perspectives. Don’t worry, you’re not alone! Euro) in 2021.

Neural Network 117

Neural Network Natural Language Processing NLP Computational Linguistics 117

Flipboard

MARCH 7, 2023

At Savannah-Chatham County Public Schools (SCCPSS) in Georgia, a three-school pilot in January 2020 grew into a district-wide online and offline reading program for students across its 34 elementary schools, according to Andrea Burkiett, director of curriculum and instruction for the district. What Difference Does Voice Tech Make?

Explainability 162

Explainability Automation Artificial Intelligence Artificial Intelligence 162

Ehud Reiter

MAY 2, 2023

Unresponsive Authors As explained in the paper, we identified 116 ACL and TACL papers which we could potentially try to reproduce. I have not yet gotten a response from ACL Anthology, but TACL told me that in 2013-2022, they had *one* correction (erratum) about experimental results in a published paper ( Warstadt et al 2020).

NLP 111

NLP Explainability 111

Unite.AI

AUGUST 20, 2023

Copy AI is an AI writing tool that streamlines content generation and copywriting developed by Paul Yacoubian and Chris Lu in 2020. Content Editor Info Base Brand Voice Tone of Voice Tools & Templates Workflows I will explain each of these features and test them out myself so you can fully understand each feature. What is Copy.ai?

AI 246

AI AI Natural Language Processing Explainability 246

DataRobot Blog

MAY 12, 2022

In 2020, the Department of Homeland Security (DHS) published its AI Strategy to help guide AI adoption as a department while also managing and mitigating risks. DataRobot believes trusted, explainable AI can help generate better outcomes than either humans or machines alone. Our team is here to help along the way. Contact Us.

AI Strategy 52

AI Strategy Data Scientist Explainable AI AI 52

NVIDIA

NOVEMBER 15, 2023

The Story of the Name Patrick Lewis, lead author of the 2020 paper that coined the term , apologized for the unflattering acronym that now describes a growing family of methods across hundreds of papers and dozens of commercial services he believes represent the future of generative AI.

Generative AI 130

Generative AI LLM Neural Network AI Modeling 130

ODSC - Open Data Science

FEBRUARY 25, 2023

In an interview with BBC News , Guetta explained that he believes AI will make it easier for artists to create music, especially for those who do not have traditional music training. Saying in part, “ I’m sure the future of music is in AI. There’s no doubt. But as a tool.”

Data Science 66

Data Science Artificial Intelligence Artificial Intelligence AI 66

ODSC - Open Data Science

SEPTEMBER 12, 2024

Known for his iconic roles in the original 1979 “Alien” and as Bilbo Baggins in “The Lord of the Rings” films, Holm passed away in 2020 at the age of 88. We were not trying to do what can’t be done, which is to reproduce that person’s talent as an actor because this is another character, ” Alvarez explained.

Data Science 40

Data Science AI AI Explainability 40

DataRobot Blog

MAY 25, 2022

From 2018 to 2020, the U.S. Using either the code-centric DataRobot Core or no-code Graphical User Interface (GUI), both data scientists and non-data scientists such as risk analysts, government experts, or first responders can build, compare, explain, and deploy their own models. The scale and costs of weather disasters in the U.S.

Data Scientist 52

Data Scientist Explainability AI Explainable AI 52

AWS Machine Learning Blog

OCTOBER 24, 2023

Solution overview The following diagram is a high-level reference architecture that explains how you can further enhance an IDP workflow with foundation models. The benefit of the vector database here is that is allows only the necessary context to be provided to the LLMs during text generation, as we explain in the following section.

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