Unite.AI

MAY 27, 2024

In 2020, the financial world was rocked by a scandal involving Wirecard, a German payments processing company. One of the key challenges in AI is explainability. If a regulator questions a financial institutions’ decision made with AI, the financial institution needs to be able to explain the rationale behind it.

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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.

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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

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.

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Unite.AI

DECEMBER 9, 2024

Youve mentioned feeling disappointed that few top Silicon Valley teams were focused on K-12 education, which led you to start Edia in 2020. The real turning point came in 2020. In June 2020, OpenAI launched GPT-3, and it was clear that this was the moment to build something that could shape K-12 education.

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Conversational AI Explainability OpenAI AI 147

DataRobot Blog

DECEMBER 7, 2019

which indicates very strong predictive power for the 2020 offseason, assuming no major shifts in the negotiating positions of players and teams from the last decade. We believe AI is only as good as it is explainable, so the charts below show which variables our AI relied on the most to predict AAV for both pitchers and position players.

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Machine Learning Explainability AI Modeling Artificial Intelligence 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.

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AI AI Explainability Automation 246

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 246

AI AI Big Data Artificial Intelligence 246

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

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 106

Machine Learning Artificial Intelligence Artificial Intelligence Explainability 106

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.

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Black Box AI Machine Learning AI AI 115

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.

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OpenAI Generative AI Explainability Automation 175

Heartbeat

SEPTEMBER 13, 2023

Source: ResearchGate Explainability refers to the ability to understand and evaluate the decisions and reasoning underlying the predictions from AI models (Castillo, 2021). Explainability techniques aim to reveal the inner workings of AI systems by offering insights into their predictions. What is Explainability?

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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

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 102

Neural Network LLM Large Language Models OpenAI 102

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 96

Data Science Explainability Big Data Data Scientist 96

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?

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Unite.AI

NOVEMBER 8, 2023

BERT T5 (Text-to-Text Transfer Transformer) : Introduced by Google in 2020 , T5 reframes all NLP tasks as a text-to-text problem, using a unified text-based format. Interpretability and Explainability BERT : The bidirectional nature provides rich contextual embeddings but can be harder to interpret.

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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?

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AI Tools LLM Python Data Analysis 162

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.

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Unite.AI

JULY 26, 2023

Given that persona, explain the key events and reasons leading to the downfall of the French monarchy.” For instance, a user might be interested in the potential impact of artificial intelligence on job markets: User : “Could you briefly explain the concept of artificial intelligence?”

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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.

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Unite.AI

DECEMBER 19, 2024

For instance, the EUs The Horizon 2020 program supports a range of projects aimed at pushing robotic boundaries, from tactile sensing and environmental awareness to decision-making capabilities. Moreover, The Karlsruhe Institute of Technology in Germany recently introduced ARMAR-6, a humanoid robot designed for industrial environments.

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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.

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Generative AI Explainability AI AI 147

AWS Machine Learning Blog

NOVEMBER 26, 2024

We use the following prompt to read this diagram: The steps in this diagram are explained using numbers 1 to 11. Can you explain the diagram using the numbers 1 to 11 and an explanation of what happens at each of those steps? Architects could also use this mechanism to explain the floor plan to customers.

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Convolutional Neural Networks LLM Metadata Explainability 115

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].

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Explainability Auto-complete Auto-classification Neural Network 52

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.

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Robotics Artificial Intelligence Artificial Intelligence Explainability 130

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.

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LLM Generative AI Neural Network AI Modeling 145

IBM Journey to AI blog

JULY 19, 2023

IBM Consulting has been driving a responsible and ethical approach to AI for more than five years now, mainly focused on these five basic principles: Explainability : How an AI model arrives at a decision should be able to be understood, with human-in-the-loop systems adding more credibility and help mitigating compliance risks.

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Generative AI Large Language Models AI AI 183

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.

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Neural Network Explainability Convolutional Neural Networks Natural Language Processing 52

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.

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Neural Network Natural Language Processing NLP Computational Linguistics 117

Flipboard

JUNE 13, 2023

So we taught a LLM to explain to us in plain language why the Redfin Estimate may have priced a specific home in a particular way, and then we can pass those insights via our customer service team back to the customer to help them understand what’s going on. (PSL

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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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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.”

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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.

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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 112

Explainability 112

PyImageSearch

DECEMBER 9, 2024

This lesson is the last of a 3-part series on 3D Reconstruction: Photogrammetry Explained: From Multi-View Stereo to Structure from Motion NeRFs Explained: Goodbye Photogrammetry? All you need to master computer vision and deep learning is for someone to explain things to you in simple, intuitive terms. Thats A, B, and C.

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Computer Vision Deep Learning Explainability Algorithm 95