Vladimir Dyachkov PhD
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The Slingshot Effect: A Late-Stage Optimization Anomaly in Adam-Family of Optimization Methods
This paper presents the Slingshot Effect, a phenomenon in neural network optimization occurring in late training stages. It involves cyclic phase transitions between stable and unstable training regimes, demonstrated by cyclic behavior of the last layer’s weight norm. The effect can be replicated in various settings, but its implications remain unexplored. ➡️➡️➡️
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AI Sales Bot Version 1.5
Enhanced Data Exchange and Storage Capabilities. We are excited to present to you the latest update of Sales Bot! In this release, we have focused on improving the user experience and adding new features that we are confident you will appreciate. Here are some of the key features available in this update: Data Exchange Capability: […] ➡️➡️➡️
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AI Sales Bot Version 1.4
Introducing AI Sales Bot Version 1.4Web Integration, Enhanced Admin Communication, and Advanced AI Learning Models AI Lab itinai.com is proud to announce the release of AI Sales Bot Version 1.4, ushering in a new level of connectivity, functionality, and intelligence in managing customer interactions and admin communications. With a broadened scope of integration and improved […] ➡️➡️➡️
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Press releases
Official Statement: Advancing AI-Driven Transformation in Business itinai.com – a leading artificial intelligence laboratory for enterprise solutions – announces the release of its latest resources to support global adoption of AI technologies. Designed for businesses of all scales, our offerings combine technical innovation with practical application to drive efficiency, accuracy, and growth. About AI Lab […] ➡️➡️➡️
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Advertising
Unlock Business Transformation Through Intelligent Automation At itinai.com, we specialize in bridging the gap between cutting-edge artificial intelligence and real-world business applications. Our mission is to empower organizations of all sizes with AI-driven solutions that optimize operations, reduce costs, and foster innovation. With over 8 years of accreditation as a trusted IT partner (since 2016), […] ➡️➡️➡️
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Vacancies
Why Join AI Lab Itinai? At itinai.com, we’re more than just a tech company—we’re pioneers in reshaping business operations through artificial intelligence. Since 2016, our accredited AI laboratory has delivered cutting-edge solutions that automate processes, reduce human error, and empower organizations globally. With expertise in AI/ML, business analysis, and agile transformation, our team has spent […] ➡️➡️➡️
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Availability
Why Accessibility is Core to AI Innovation at Itinai.com At Itinai.com, we believe artificial intelligence should empower all users, regardless of ability. As an accredited IT company since 2016, our commitment to accessibility, ADA compliance, and adherence to Web Content Accessibility Guidelines (WCAG) isn’t just a legal obligation—it’s a moral imperative. By blending cutting-edge AI […] ➡️➡️➡️
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Comment Policy
Why Comments Matter: Building a Thoughtful Community at Itinai.com At itinai.com, we believe that meaningful conversations drive innovation. As a leading AI laboratory dedicated to business transformation, we’ve designed our comment policy to foster constructive dialogue while leveraging our expertise in automation and artificial intelligence to maintain a reliable, spam-free environment. Guidelines for Constructive Dialogue […] ➡️➡️➡️
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Subscription
Stay Ahead in AI Innovation with itinai.com Newsletter Artificial Intelligence is reshaping industries at an unprecedented pace. To keep your business competitive, you need timely insights, actionable strategies, and updates on cutting-edge tools. At itinai.com, we deliver exactly that through our Subscription Newsletter—your gateway to mastering AI-driven growth. Why Subscribe to itinai.com Updates? Our newsletter […] ➡️➡️➡️
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Copyright
Unlocking Business Potential Through AI Innovation: A Comprehensive Approach by itinai.com At itinai.com, we bridge the gap between cutting-edge artificial intelligence (AI) and practical business transformation. As an accredited IT company since 2016, our team has spent over eight years perfecting AI-driven solutions that adapt to real-world needs. Our mission? To empower organizations of all […] ➡️➡️➡️
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Cookie Policy
How Cookies Power AI-Driven Efficiency at itinai.com At itinai.com, we leverage cookies and tracking technologies to enhance the performance of our AI-based business solutions while ensuring transparency and security. This policy explains how these tools support our mission to automate processes, deliver accurate insights, and advance AI adoption for enterprises of all sizes. What Are […] ➡️➡️➡️
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About us
Welcome to itinai.com: Your Gateway to Intelligent Business Transformation At itinai.com, we bridge innovation and precision. As an accredited IT company since 2016, our artificial intelligence laboratory empowers businesses with solutions that learn, adapt, and deliver up to 99% accuracy. Our mission is clear: automate routine tasks, implement scalable AI systems, and make cutting-edge technology […] ➡️➡️➡️
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Editorial Policy
The AI Revolution in Business: How itinai.com Empowers Innovation In today’s fast-paced digital landscape, businesses that embrace artificial intelligence (AI) gain a competitive edge. At itinai.com, we specialize in transforming organizational processes through cutting-edge AI solutions, ensuring efficiency, scalability, and innovation. With over 99% accuracy in data-driven insights and a proven track record since 2016, […] ➡️➡️➡️
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Terms of Use
Navigating the Terms of Service at itinai.com: Ensuring Responsible AI Adoption At itinai.com, our mission is to empower businesses with cutting-edge artificial intelligence solutions while maintaining a safe, ethical, and transparent environment. This guide breaks down the rules governing our platform, liability policies, and the innovative AI services we deliver to help organizations thrive in […] ➡️➡️➡️
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Disclaimer
Unlocking Business Efficiency Through AI-Driven Automation In today’s fast-paced digital landscape, companies face relentless pressure to optimize operations, reduce costs, and stay ahead of competitors. At itinai.com, we specialize in transforming businesses through cutting-edge artificial intelligence (AI) and automation technologies. Our solutions are designed to learn from your unique data, delivering precision of up to […] ➡️➡️➡️
