Flipboard

JUNE 5, 2023

In November 2022, San Francisco-based artificial … Still confused by the most popular AI chatbot? Here's everything you need to know about ChatGPT.

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Explainability ChatGPT AI Chatbots Chatbots 123

IBM Journey to AI blog

APRIL 21, 2023

The Corporate Sustainability Reporting Directive (CSRD) reached a provisional political agreement in June 2022, signaling it will take effect in January 2024 for all relevant companies. NFRD vs. CSRD: Key differences explained The EU CSRD builds on the existing NFRD to make reporting more thorough and relevant.

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ESG Explainability Automation AI 113

Explosion

JANUARY 29, 2023

During 2022, we also launched two popular new services – spaCy Tailored Pipelines and spaCy Tailored Analysis. We can’t wait to show you what we’re building in 2023 for the next chapters of spaCy and Prodigy, but for now, here’s our look back at 2022. Happy reading! New spaCy pipeline components As part of our spaCy v3.3

NLP 59

NLP Explainability Python Data Scientist 59

Flipboard

APRIL 4, 2023

ChatGPT has been taking the world by storm since launching in late 2022, and it is easy to see why. The revolutionary chatbot AI can do a surprising …

Chatbots 123

Chatbots AI Chatbots ChatGPT Explainability 123

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 28, 2024

Deep learning (DL), the most advanced form of AI, is the only technology capable of preventing and explaining known and unknown zero-day threats. Can you explain the inspiration behind DIANNA and its key functionalities? Not all AI is equal. Deep Instinct is the only provider on the market that can predict and prevent zero-day attacks.

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Deep Learning Neural Network Explainability Metadata 278

Pickl AI

OCTOBER 14, 2024

Each technique is explained with real-world use cases to illustrate its application. With the global Data Analytics market projected to reach $274 billion by 2022, the importance of robust data collection methods cannot be overstated.

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Explainability Data Quality 52

Towards AI

MAY 13, 2024

Since the emergence of ChatGPT in 2022, AI has dominated discussions. Last Updated on May 14, 2024 by Editorial Team Author(s): Mélony Qin (aka cloudmelon) Originally published on Towards AI. However, behind the scenes, it’s the AI infrastructure that serves as the engine driving the market’s large GenAI models.

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AI Modeling Explainability Deep Learning AI 84

Flipboard

OCTOBER 19, 2023

Google Bard vs ChatGPT: Following the successful launch of ChatGPT by OpenAI on November 30, 2022, individuals started seeking for applications of AI …

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Explainability ChatGPT OpenAI AI 65

Dlabs.ai

FEBRUARY 18, 2022

Ten Impactful Trends Hear about everything from the advent of the metaverse to the arrival of explainable AI — with each trend supported by a practical example that helps you understand the real-world impact of what’s coming. Artykuł Top 10 Artificial Intelligence Trends To Watch In 2022 pochodzi z serwisu DLabs.AI.

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Artificial Intelligence Artificial Intelligence Explainable AI Explainability 52

AWS Machine Learning Blog

JANUARY 6, 2023

The recently published IDC MarketScape: Asia/Pacific (Excluding Japan) AI Life-Cycle Software Tools and Platforms 2022 Vendor Assessment positions AWS in the Leaders category. SageMaker supports model explainability and bias detection through Amazon SageMaker Clarify. SageMaker launches at re:Invent 2022. AWS position.

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Data Scientist ML Machine Learning Explainability 81

Defined.ai blog

AUGUST 29, 2022

Welcome back, dear readers, to Defined.ai’s highlights of ICASSP 2022! The authors do not explain what impact this had on the generation, but I would expect that it contributed to the positive results. at ICASSP 2022 – Part 2: My Top 3 Papers of ICASSP 2022 appeared first on Defined.ai. The post Travelogue: Defined.ai

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Metadata Explainability ML AI 52

Flipboard

SEPTEMBER 3, 2023

He further explained that SynthID, the product of intensive development efforts since 2022, offers a groundbreaking approach to watermarking AI-generated images. Sundar Pichai proudly announced, “Today, we are pleased to be the first cloud provider to enable digital watermarking and verification for images submitted on our platform.”

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Unite.AI

AUGUST 25, 2023

Can focusing on Explainable AI (XAI) ever address this? To engineers, explainable AI is currently thought of as a group of technological constraints and practices, aimed at making the models more transparent to people working on them. For someone who is being falsely accused, explainability has a whole different meaning and urgency.

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Marktechpost

JULY 7, 2023

They considered all the projects that fit these criteria: Projects must have been created eight months ago or less (approx November 2022, to June 2023, at the time of this paper’s publication) Projects are related to the topics: LLM, ChatGPT, Open-AI, GPT-3.5, or GPT-4 Projects must have at least 3,000 stars on GitHub.

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LLM Explainability Large Language Models Machine Learning 111

IBM Journey to AI blog

OCTOBER 12, 2023

Explainable AI — Explainable AI is achieved when an organization can confidently and clearly state what data an AI model used to perform its tasks. Key to explainable AI is the ability to automatically compile information on a model to better explain its analytics decision-making. Learn more about IBM watsonx 1.

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Data Scientist Metadata Responsible AI Explainability 253

IBM Journey to AI blog

JUNE 26, 2023

Possibilities are growing that include assisting in writing articles, essays or emails; accessing summarized research; generating and brainstorming ideas; dynamic search with personalized recommendations for retail and travel; and explaining complicated topics for education and training. in 2022 and it is expected to be hit around USD 118.06

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Generative AI Explainability Explainable AI Natural Language Processing 214

Unite.AI

OCTOBER 20, 2023

In 2022, companies had an average of 3.8 Promote AI transparency and explainability: AI transparency means it is easy to understand how AI models work and make decisions. Explainability means these decisions can be easily communicated to others in non-technical terms. AI models in production.

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Responsible AI Generative AI AI AI 283

Marek Rei

NOVEMBER 7, 2024

In this post he will share some of our ideas about interpretability, introduce the idea of atomic inference, and give an overview of the work in our 2022 and 2024 EMNLP papers [1,2]. I’ll start by explaining what this means, and why we felt that we needed to introduce this term. This sounds intriguing! Great question!

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Explainability BERT Large Language Models NLP 90

Aiiot Talk

NOVEMBER 30, 2023

Its output is easily explainable and traceable, meaning you can hold it accountable and verify its conclusions. Around 98% of AI leaders said they’d prioritize ethical algorithms in 2022.” Around 98% of AI leaders said they’d prioritize ethical algorithms in 2022, with 52% focusing on output transparency.

Algorithm 233

Algorithm Artificial Intelligence Artificial Intelligence AI 233

IBM Journey to AI blog

JULY 30, 2024

They see AI as a very powerful tool, but they don’t see the benefits,” Maury explains. IBM’s report shows that AI delivered a higher average return on investment (ROI) in 2023 than it had in 2022. Others are ‘legacy’ businesses, that fear disruption. “We are still in the experimentation phase.

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Generative AI AI AI Explainability 233

IBM Journey to AI blog

APRIL 15, 2024

This is a nearly 10% increase in complaints and 22% increase in losses compared to 2022. The way they interact in a coordinated manner is explained below: To improve threat detection, IBM Storage Defender combines its software sensors with the inline data corruption detection (IDCD) that comes from the IBM FlashSystem Flash Core Modules.

Machine Learning 299

Machine Learning Explainability Automation AI 299

Mlearning.ai

MAY 11, 2023

ChatGPT everywhere 2022 to 2023 has undoubtedly emerged as an era of extraordinary technological advancements, particularly within the field of artificial intelligence (AI). Explain Like I’m 5 was originally published in MLearning.ai AI is making remarkable progress, impacting various aspects of our lives. BECOME a WRITER at MLearning.ai

Neural Network 52

Neural Network Explainability Convolutional Neural Networks Natural Language Processing 52

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. Yolov6: With the release of Yolov6 in 2022, the model was open-sourced to promote community-driven development.

Computer Vision 259

Computer Vision Python Explainability AI 259

IBM Journey to AI blog

JANUARY 8, 2024

In December 2022, Southwest airlines cancelled more than 13,000 flights due to outdated software systems and IT infrastructure. In this blog, we will do a deep dive into architectural modernization of Java™ 2 Platform, Enterprise Edition (J2EE) applications and explain how IBM Mono2Micro ™ tool accelerated the transformation.

Automation 221

Automation Explainability Machine Learning Algorithm 221

Unite.AI

OCTOBER 7, 2024

Why It Matters The original trained models for text-to-image generative systems as Stable Diffusion and Flux can be downloaded and fine-tuned by end-users, using techniques such as the 2022 DreamBooth implementation. Easier still, the user can create a much smaller LoRA model that is almost as effective as a fully fine-tuned model.

Algorithm 279

Algorithm Data Extraction Explainability Machine Learning 279

Unite.AI

DECEMBER 13, 2023

Ensuring Secure Data Practices During 2022, nearly half of companies fell victim to cyberattacks due to third-party involvement. Regulatory Compliance and Explainability Regulatory bodies are focusing on transparency and accountability. The need for explainability in AI algorithms becomes important in meeting compliance requirements.

AI 290

AI AI Explainability Responsible AI 290

IBM Journey to AI blog

JANUARY 25, 2024

How are you making your model explainable? As explained above, diversity of experiences and skillsets is critical to properly evaluate the impacts of AI. The goal of these forms is to capture critical information about AI models so that governance teams can assess and address their risks before deploying them.

Explainability 252

Explainability Algorithm AI AI 252

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. In 2022, he was awarded a J.P. By Meryl Phair

Machine Learning 102

Machine Learning Artificial Intelligence Artificial Intelligence Explainability 102

Marek Rei

NOVEMBER 4, 2024

EMNLP 2022. link] Proposes an explainability method for language modelling that explains why one word was predicted instead of a specific other word. Adapts three different explainability methods to this contrastive approach and evaluates on a dataset of minimally different sentences. EMNLP 2022. NeurIPS 2022.

Machine Learning 80

Machine Learning NLP Large Language Models LLM 80

Unite.AI

MAY 8, 2024

Driven by his aspiration to work with a tech giant, he joined Google in 2022 as a Senior Software Engineer, focusing on the Google Assistant team (later Google Bard). Launched in 2022, Perplexity generates answers using the sources from the web and cites links within the text response. He then moved to Perplexity as the Head of Search.

Machine Learning 298

Machine Learning Software Engineer Large Language Models Data Analysis 298

Unite.AI

OCTOBER 30, 2024

According to a research by Gartner , “ 45% of large software engineering organizations were already utilizing platform engineering platforms in 2022, and the number is expected to rise by 80% by 2026.”. This article will explain platform engineering and its benefits and see how it boosts the entire software development cycle.

Software Development 130

Software Development IDP Automation Software Engineer 130

Flipboard

FEBRUARY 7, 2023

More posts by this contributor A VC shares 5 things no one told you about pitching VCs 5 factors founders must consider before choosing their VC For artificial intelligence, 2022 was a year of breakthroughs. Residential search and listings Google’s first real threat to its Search product could come through Bing’s integration with ChatGPT.

Generative AI 159

Generative AI Large Language Models ChatGPT AI 159

Towards AI

JANUARY 10, 2024

Retrieval augmented generation simply explained Originally published on louisbouchard.ai, read it 2 days before on my blog! When using ChatGPT, you most probably have encountered responses like, “I’m sorry, but as of my last knowledge update in January 2022,” or even responses that are not true at all.

Large Language Models 98

Large Language Models LLM Explainability Chatbots 98

Unite.AI

JANUARY 9, 2024

According to the newly released 2023 Benchmark Report , growing investments in data, AI, and technology platforms have enabled compliance and revenue integrity departments to reduce their team size by 33% while performing 10% more in audit activities compared to 2022. Proper governance. Humans must validate AI’s output to ensure it is safe.

Metadata 290

Metadata AI AI AI Tools 290

Unite.AI

APRIL 2, 2024

Streamline Research and Content Creation In November 2022, OpenAI launched ChatGPT (Chat Generative Pre-trained Transformer), an AI-driven chatbot capable of answering questions, writing essays and poems, and more. If something isn't clear, you can ask ChatGPT to explain it further. How AI Helps Users in Public Speaking 1.

Artificial Intelligence 288

Artificial Intelligence Artificial Intelligence ChatGPT Chatbots 288

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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Explainability Machine Learning 246