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Vladimir Dyachkov, Ph.D
Editor-in-Chief itinai.com
I believe that AI is only as powerful as the human insight guiding it.
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Localization Project Manager – Coordinating translation workflows, answering vendor or process-related questions.
Job Title: Localization Project Manager Overview The Localization Project Manager plays a vital role in coordinating translation workflows while addressing vendor and process-related queries. This position is crucial for ensuring that translation projects are executed efficiently…
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Environmental Health & Safety Officer – Answering compliance-related questions, retrieving safety protocols or audit histories.
Professional Summary The AI-driven Environmental Health & Safety Officer is a reliable and effective digital team member that performs repetitive and time-consuming tasks with remarkable speed, accuracy, and stability. By automating these tasks, it frees up…
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Legal Contract Reviewer – Auto-flagging clause inconsistencies or retrieving precedent cases for review.
Job Title: Legal Contract Reviewer – Auto-flagging Clause Inconsistencies or Retrieving Precedent Cases for Review The AI functions as a reliable and effective digital team member that excels in performing repetitive and time-consuming tasks. With remarkable…
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Customer Retention Analyst – Creating customer summaries, identifying churn risk patterns, and suggesting retention steps.
Customer Retention Analyst Professional Summary A highly analytical and detail-oriented Customer Retention Analyst with a proven track record in creating comprehensive customer summaries, identifying churn risk patterns, and suggesting effective retention strategies. Adept at leveraging data-driven…
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AI news and solutions
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AgentStudio: An Open Toolkit for Developing General-Purpose Agents Capable of Operating in Digital Worlds
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Fact or Fiction? NOCHA: A New Benchmark for Evaluating Long-Context Reasoning in LLMs
Natural Language Processing (NLP) in Artificial Intelligence Natural Language Processing (NLP) involves developing algorithms and models that enable computers to comprehend, interpret, and generate human language. This technology finds applications in various domains, such as machine…
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What is Deep Learning?
The Rise of Data in the Digital Age The digital age generates a vast amount of data daily, including text, images, audio, and video. While traditional machine learning can be useful, it often struggles with complex…
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Generative AI deployment: Strategies for smooth scaling
Generative AI is the next big technology trend that executives are preparing for, but it also comes with risks. The technology is challenging legal frameworks, creating cybersecurity threats, and causing workforce automation concerns. Organizations need to…
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DeepSeek AI Releases JanusFlow: A Unified Framework for Image Understanding and Generation
AI-Driven Image Generation and Understanding The AI field for image generation and understanding is advancing quickly, but there are still major challenges. Models that are good at understanding images often do not produce high-quality images, and…
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Examples of Customer Touchpoints and Identification Techniques
Customer touchpoints are the points of interaction between a customer and a business, such as in-person interactions, phone calls, emails, social media, and websites. These touchpoints provide opportunities for engagement, value delivery, and insights gathering. Businesses…
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Alibaba Researchers Propose VideoLLaMA 3: An Advanced Multimodal Foundation Model for Image and Video Understanding
Advancements in Multimodal Intelligence Recent developments in multimodal intelligence focus on understanding images and videos. Images provide valuable information about objects, text, and spatial relationships, but analyzing them can be challenging. Video comprehension is even more…
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Linear Regression, Kernel Trick, and Linear-Kernel.
Linear regression and linear-kernel ridge regression without regularization are equivalent. The kernel trick involves transforming data into a high-dimensional space without actually computing the transformation. The linear-kernel in linear regression is useless as it is equivalent…
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Alibaba Researchers Introduce Mobile-Agent: An Autonomous Multi-Modal Mobile Device Agent
Mobile-Agent, developed by Beijing Jiaotong University and Alibaba Group researchers, is an autonomous multimodal agent for operating diverse mobile applications. It utilizes visual perception to locate elements within app interfaces and autonomously execute tasks, demonstrating effectiveness…
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This Machine Learning Paper Introduces JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models
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This AI Paper from CMU, KAIST and University of Washington Introduces AGORA BENCH: A Benchmark for Systematic Evaluation of Language Models as Synthetic Data Generators
Understanding Language Models and Synthetic Data Language models (LMs) are evolving tools that help solve problems and create synthetic data, which is essential for improving AI capabilities. Synthetic data can replace traditional manual annotation, providing scalable…
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Meet LLM Surgeon: A New Machine Learning Framework for Unstructured, Semi-Structured, and Structured Pruning of Large Language Models (LLMs)
The development of Large Language Models (LLMs) with billions of parameters in the field of Artificial Intelligence has posed challenges in deployment due to high costs and memory constraints. A team of researchers has introduced LLM…
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DAI#22 – We laughed, we cried, when AI lied
In this week’s AI news roundup: – AI creates a comedic show mimicking George Carlin, raising ethical concerns. – CES 2024 highlights AI innovation in products like Samsung Galaxy S24 series and AI For Revenue Summit.…
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Maximize Language Model Efficiency with Internal Coherence Maximization (ICM)
Understanding Pain Points in Language Model Supervision As AI researchers and business leaders explore advanced language models, a critical hurdle emerges: the effectiveness of human supervision during training. While human feedback has been the gold standard…
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Essential AI Books for Business Leaders and Enthusiasts in 2025
Why Reading About AI is Essential As we move into an era where Artificial Intelligence continues to evolve rapidly, it’s crucial for professionals, particularly business managers and AI enthusiasts, to stay updated with current trends. A…
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Why Big Tech’s watermarking plans are some welcome good news
Tech companies like Meta, Google, and OpenAI are taking steps to address the spread of AI-generated content. Meta is adding markers to AI-generated images on its platforms, while Google is joining the partnership for a content…
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Understanding Local Rank and Information Compression in Deep Neural Networks
Understanding Local Rank and Information Compression in Deep Neural Networks What is Local Rank? Local rank is a new metric that helps measure how effectively deep neural networks compress data. It shows the true number of…
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From Deep Knowledge Tracing to DKT2: A Leap Forward in Educational AI
Understanding Knowledge Tracing (KT) in Education Knowledge Tracing (KT) is essential in Intelligent Tutoring Systems (ITS). It helps track what students know and predict how they will perform in the future. Traditional models like Bayesian Knowledge…
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AI predictive policing software fails in crime prediction
Predictive policing uses advanced analytics and machine learning to anticipate crimes before they happen. By analyzing historical crime data and other relevant information, algorithms can identify patterns and hotspots of criminal activity. However, recent investigations have…
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Top 15 Model Context Protocol (MCP) Servers for Frontend Developers in 2025
Frontend development is evolving rapidly, and one of the key advancements shaping this landscape is the Model Context Protocol (MCP). This protocol is becoming a game-changer for developers, allowing for seamless integration of various tools and…