Unite.AI

APRIL 2, 2024

This blog post dives into the exciting future of presentations, exploring how AI is empowering speakers to create impactful and engaging experiences for their audiences. If something isn't clear, you can ask ChatGPT to explain it further. Public speaking is undergoing a revolution, and at the forefront is artificial intelligence (AI).

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NYU Center for Data Science

JUNE 16, 2023

This entree is a part of our Meet the Fellow blog series, which introduces and highlights Faculty Fellows who have recently joined CDS CDS Assistant Professor/Faculty Fellow, Umang Bhatt Meet CDS Assistant Professor/Faculty Fellow Umang Bhatt , who will join CDS this fall. In 2022, he was awarded a J.P. By Meryl Phair

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IBM Journey to AI blog

MARCH 27, 2024

A 2022 CDP study found that for companies that report to CDP, emissions occurring in their supply chain represent an average of 11.4x As previously explained, spend data is more readily available in an organization and is a common proxy of quantity of goods/services. more emissions than their operational emissions.

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NYU Center for Data Science

JULY 7, 2023

This entree is a part of our Meet the Fellow blog series, which introduces and highlights Faculty Fellows who have recently joined CDS Incoming CDS Faculty Fellow, Yoav Wald Meet Yoav Wald, who will join CDS as a Faculty Fellow this fall. To view all our current faculty fellows, please visit the CDS Faculty Fellow page on our website.

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Computer Vision Neural Network Machine Learning Explainability 77

IBM Journey to AI blog

AUGUST 9, 2023

Since 2019, the number of phishing attacks has grown by 150% percent per year— with the Anti-Phishing Working Group (APWG) reporting an all-time high for phishing in 2022 , logging more than 4.7 According to Proofpoint, 84% of organizations in 2022 experienced at least one successful phishing attack. million phishing sites.

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IBM Journey to AI blog

JULY 19, 2023

In this blog post, we will showcase how IBM Consulting is partnering with AWS and leveraging Large Language Models (LLMs), on IBM Consulting’s generative AI-Automation platform (ATOM), to create industry-aware, life sciences domain-trained foundation models to generate first drafts of the narrative documents, with an aim to assist human teams.

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Ehud Reiter

MAY 5, 2024

This blog is motivated by a letter which I sent to the Economist news magazine, in response to a survey they published on AI/Medicine (this is my second letter about AI which they have published recently). Obviously a letter is very short, so I thought I’d expand on the topic in a blog. This failed, despite the huge investment.

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Ehud Reiter

APRIL 9, 2023

Useful: Explain medical information to patients One of the ideas that is worth exploring is using GPT technology to explain medical data to patients. Unfortunately, what have seen so far is that LLM chatbots have little sensitivity to this issue ( blog ); this needs to be addressed before we can use chatbots in this context.

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Flipboard

SEPTEMBER 12, 2023

. “We have manually labeled 36K wind turbines, 4K solar farms, 7K offshore platforms and 3K tree cover canopy percentages in Sentinel-2 imagery,” AI2 research scientist Fayven Bastani said in a blog post explaining the project. Experts documented a 21% increase in the rate of Amazon deforestation in 2022. “We

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IBM Journey to AI blog

OCTOBER 9, 2023

The VA’s AI IRB and a separate Oversight Committee adhere closely to the White House’s AI “Bill of Rights” blueprint, created in 2022 to shape each federal agency’s approach to using AI. IBM has long argued that AI systems need to be transparent and explainable.

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ML @ CMU

MARCH 31, 2023

This blog post discusses the effectiveness of black-box model explanations in aiding end users to make decisions. However, while numerous explainable AI (XAI) methods have been developed, XAI has yet to deliver on this promise. Communications of the ACM, 2022. NeurIPS, 2022. NeurIPS, 2022. link ) [2] Chen, V.,

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AWS Machine Learning Blog

APRIL 9, 2024

In the following sections, we explain how you can use these features with either the AWS Management Console or SDK. The correct response for this query is “Amazon’s annual revenue increased from $245B in 2019 to $434B in 2022,” based on the documents in the knowledge base.

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Machine Learning Prompt Engineer Prompt Engineering Artificial Intelligence 114

Towards AI

JANUARY 9, 2024

This monetization is moving fast relative to just $22m reported in 2022! Read more in our blog post: Introducing our AI Tutor Bot — a RAG App Created with Towards AI & Activeloop. How Important Is Explainability? The news of the GPT Store release follows a report in the Information that OpenAI has reached $1.6

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AssemblyAI

DECEMBER 28, 2022

The end of 2022 is quickly approaching, and what a year it has been! In 2022, we: Launched our v9 Core Transcription Model , with significant improvements over v8. Accelerated our growth initiatives, growing our team from 20 to 62 in 2022 (P.S. Research 2022 has been packed with incredible research.

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Towards AI

AUGUST 28, 2023

There were about 1,000 papers accepted to ICLR alone in 2022. But since we are in 2023 and onwards, if you don’t understand the main idea straight away, you can again ask AI tools to extract main contributions, novelty, and results and have it explain concepts in simple terms. Now, we should look at the paper.

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Machine Learning Computer Vision Large Language Models Explainability 96

IBM Journey to AI blog

APRIL 13, 2023

For each code example, when applicable, I explained intuitively what it does, and its inputs and outputs. O’Reilly’s 2022 AI Adoption survey [3] underscored challenges in building technical infrastructure and skills gap as two top bottlenecks to AI adoption in the enterprise. and Lawrence, N.D., 1–29. Amershi, S.,

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IBM Journey to AI blog

AUGUST 11, 2023

Today, 35% of companies report using AI in their business, which includes ML, and an additional 42% reported they are exploring AI, according to the IBM Global AI Adoption Index 2022. Explore watsonx.ai, our next-generation enterprise studio for AI builders The post MLOps and the evolution of data science appeared first on IBM Blog.

Data Science 144

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Flipboard

FEBRUARY 3, 2023

“The final product of Truleo’s Audio Analysis is a rich analysis of thousands of conversations, enabling departments to quickly identify at-risk incidents and department-wide trends,” the company said in a blog post explaining how the AI platform works.

Natural Language Processing 98

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DataRobot Blog

MARCH 15, 2022

In our previous healthcare blog , Sally Embrey explained how the integration of health and care services is gathering pace globally and how the creation of Integrated Care Systems (ICSs) by England’s National Health Service (NHS) is the latest example of services being organized around a local population. Learn More.

Explainability 52

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ML @ CMU

MARCH 30, 2023

This blog post discusses the effectiveness of black-box model explanations in aiding end users to make decisions. However, while numerous explainable AI (XAI) methods have been developed, XAI has yet to deliver on this promise. Communications of the ACM, 2022. NeurIPS, 2022. NeurIPS, 2022. link ) [2] Chen, V.,

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Heartbeat

NOVEMBER 27, 2023

Interpretability and Explainability One challenge with deep learning models in medical image analysis is their black-box nature. Interpreting and explaining the decisions of deep learning models is crucial for building trust and confidence in their application. References Dylan et al.

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IBM Journey to AI blog

JUNE 1, 2023

The SEC supported by ESG reporting software IBM Envizi’s existing suite of ESG reporting solutions are well placed to support SEC’s proposed rules announced in March 2022, by supporting organizations to meet stringent ESG reporting commitments within an auditable, single system of record built on the GHG Protocol.

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Explainability ESG Categorization 145

DataRobot Blog

AUGUST 1, 2022

As Senior Technical Analyst at GlobalData, Beatriz Vale explains “It will be exciting to follow the evolution of the new AI CoE, in the stimulating environment offered by Hub71, and within the context of the fast-growing market of Abu Dhabi and the UAE, the second largest economy in the Arab world.” Industry Analyst Report.

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AWS Machine Learning Blog

SEPTEMBER 19, 2023

The following sections explain some of the primary steps with associated code. The agent answers the question “ What is Amazon’s net loss for fiscal year ending in December 2022? billion for fiscal year 2022.” The source is the Amazon 10K report for the fiscal year ending December 2022, retrieved using the Retrive_Kendra Tool.

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Generative AI LLM Python Large Language Models 101

Google Research AI blog

FEBRUARY 10, 2023

In 2022, we continued this journey, and advanced the state-of-the-art in several related areas. We also had a number of interesting results on graph neural networks (GNN) in 2022. Top Market algorithms and causal inference We also continued our research in improving online marketplaces in 2022.

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Algorithm Neural Network Auto-classification ML 110

DataRobot Blog

NOVEMBER 15, 2022

At the DataRobot Booth at Big Data AI World Asia 2022 Chief Data Officers data scientists and IT leaders learned the latest in AI-driven business outcomes. Trevor explained how this mindset of rapid iteration has been critical to keep pace with the evolving needs of the business. Is the model explainable, traceable, and auditable?

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DataRobot Blog

MARCH 16, 2023

Massive investments in AI struggle to deliver tangible value as they are too-often met with brittle, hand-stitched tooling, data and organization silos, and governance and compliance blind spots – making scalable, continuous and explainable success nearly impossible. DataRobot is on a mission to change that.

Data Scientist 52

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Allen AI

JULY 27, 2023

Among other advantages, a license allows ethical guidelines to be operationalized in the release and adoption of new AI technologies (see e.g., Contractor & Muñoz Ferrandis (2022) ). We are planning a supplemental blog post about responsible AI releases that explains in further detail our analysis of use restrictions and harm mitigation.

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Heartbeat

NOVEMBER 29, 2023

References Kinza Yasar (2022) Pytorch Omar Ayman (2019) Pytorch or Tensorflow, Dynamic vs Static computation graph TensorFlow: Static Graphs Editor’s Note: Heartbeat is a contributor-driven online publication and community dedicated to providing premier educational resources for data science, machine learning, and deep learning practitioners.

Deep Learning 59

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Sebastian Ruder

AUGUST 15, 2021

" I've also written a longer blog post that provides a broader overview of different perspectives, challenges, and potential solutions to improve benchmarking in NLP. More recently, in 2022, Benjamin Marie has written additional posts where he analysed shortcomings in the MT evaluation of prominent papers. Mind Your Outliers!

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AWS Machine Learning Blog

DECEMBER 7, 2023

Calculating courier requirements The first step is to estimate hourly demand for each warehouse, as explained in the Algorithm selection section. She then joined Getir in 2022 as a data scientist and has worked on Recommendation Engine projects, Mathematical Programming for Workforce Planning.

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Mlearning.ai

FEBRUARY 6, 2023

This is why we need Explainable AI (XAI). Attention mechanisms have often been touted as an in-built explanation mechanism, allowing any Transformer to be inherently explainable. Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead. And I agree to an extent. Nauta, R.v.

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PyImageSearch

DECEMBER 11, 2023

For those interested in a deeper understanding of Keras Core, we’ve detailed our insights in a separate blog post. The first round, conducted in 2022, was a success, and now the second round is being launched. In this article, I will explain deep learning in a way that is easy to understand, even for a 10-year-old.

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Heartbeat

DECEMBER 7, 2023

I decided to write a series of blogs on current topics: the elements of data governance that I have been thinking about, reading, and following for a while. Gartner —  Hype Cycle for Data Management, 2022–2023 Which Data Management Architecture Should You Choose? What are the new data governance trends, “Data Fabric” and “Data Mesh”?

Metadata 52

Metadata Data Platform Deep Learning Data Quality 52

DataRobot Blog

FEBRUARY 16, 2022

A 2016 paper that sought to explain integrated care , laid out four different definitions and five different conceptual frameworks. Starting in 2022, the ICS aims to improve population health metrics and decrease health inequities. But visibility alone is not innovative enough. grows louder.

Machine Learning 52

Machine Learning Explainability AI Strategy Artificial Intelligence 52

Heartbeat

APRIL 10, 2023

If this reasoning process is explained with examples, the AI can generally achieve more accurate results. Use latest models for the best results: If you are going to use it to generate text, the most current model is “text-davinci-003” and to generate code, it is “code-davinci-002” (November, 2022).

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Unite.AI

DECEMBER 26, 2023

In this article, we will look at the pros and cons of this innovative software, then explain its origins, what it is, and who it's best for. In 2022, they established AI startup ElevenLabs in New York City to eliminate language barriers in content. But one question remains: is it the most realistic AI voice generator?

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