Data Preprocessing and Normalization

Data quality plays a crucial role in model effectiveness, and HOLO begins by applying normalization techniques to preprocess behavioral data. Normalization scales the data to a specific range, typically between 0 and 1 or -1 and 1, ensuring that features with different dimensions and numerical ranges can be compared and analyzed on the same scale. This step eliminates the dimensional influence between features, improving model training efficiency and laying a solid foundation for feature extraction.

Stacked Sparse Autoencoders and DeepSeek Model Optimization

Once data is preprocessed, it is input into HOLO’s stacked sparse autoencoder model. This deep learning architecture, composed of multiple autoencoder layers, extracts features at varying levels of complexity. By integrating the DeepSeek model, HOLO dynamically adjusts sparsity constraints to ensure the learned features are sparse, thus capturing the most important data patterns while reducing redundant features.

Layered Training and Feature Representation

HOLO optimizes the stacked sparse autoencoder using a greedy, layer-wise training approach. In this method, the model first trains lower layers to learn basic features and uses the output from one layer as input for the next, progressively extracting deeper and more complex features. The sparsity constraint ensures that only a small number of neurons are activated in each layer, enabling more compact and effective feature representation.

Denoising and Dropout Techniques

HOLO’s training strategy also includes denoising and the application of Dropout. Denoising involves adding random noise to input data during training, challenging the model to reconstruct the original data and thereby improving robustness in noisy real-world environments. Dropout, on the other hand, randomly drops neurons during training to prevent overfitting, ensuring that the model generalizes better when encountering unseen data.

Distributed Computing and Efficient Training

The DeepSeek model also leverages a distributed computing framework, allowing training tasks to be parallelized across multiple computational nodes. This approach accelerates training time, improving overall efficiency. By incorporating pretraining and fine-tuning strategies, the DeepSeek model ensures faster convergence and enhanced model performance.HOLO’s use of the DeepSeek model to optimize stacked sparse autoencoders injects new energy into the field of anomaly detection. With improvements in training efficiency, robustness, and feature extraction, the model offers a powerful solution for real-world applications that demand high accuracy and resilience in noisy environments.

In today’s fast-paced digital world, businesses need smarter ways to connect with their audience online. World Digital, a leader in digital marketing solutions, is transforming how brands engage with customers through innovative, data-driven strategies designed to maximize social media success.

Revolutionizing Brand Engagement

As social media platforms evolve, traditional marketing strategies are no longer sufficient. World Digital is leading the charge with a new approach that blends real-time data insights, audience behavior tracking, and personalized content strategies to help businesses enhance brand visibility and engagement. The company's focus on data-driven engagement ensures that brands can connect with their target audience more effectively than ever before.

Helping Businesses Build Stronger Connections

World Digital goes beyond just content posting—they focus on fostering meaningful interactions. By analyzing customer engagement patterns, the company creates tailored marketing campaigns that not only increase user participation but also boost brand loyalty and deliver measurable results. “Success in digital marketing is no longer about guesswork,” said a spokesperson from World Digital. “Our strategies help businesses make informed decisions, ensuring their message reaches the right audience at the right time.”

What Makes World Digital’s Strategy Different?

World Digital's approach stands out because it focuses on the following key elements:

• Smart Content Creation: Crafting customized posts based on audience preferences to drive higher engagement.
• Advanced Audience Insights: Using real-time data to determine what works and continuously refine campaigns.
• Optimized Ad Campaigns: Ensuring content reaches the right people at the right time for maximum impact.
• Performance Tracking & Adjustments: Constantly analyzing campaign performance and fine-tuning strategies for better results.

Adapting to a Digital-First World

In a digital-first world, staying ahead of trends is crucial for brands to remain competitive. World Digital’s strategies are designed to help businesses do more than just keep up—they enable brands to stand out. By leveraging AI-powered insights and creative content strategies, businesses can increase customer engagement, improve visibility, and drive real growth. In a time when more brands are shifting their focus online, adopting data-driven techniques is no longer optional—it’s a necessity.

World Digital is making it easier for brands to navigate the complexities of digital marketing. Through smarter, data-driven engagement strategies, the company helps businesses make informed decisions and achieve long-term success in the ever-evolving digital landscape.

Icertis, the global leader in AI-powered contract intelligence, has announced the integration of its contract intelligence platform with DeepSeek R1, a key milestone in its OmniModel™ strategy. This integration is designed to offer businesses more flexibility in leveraging AI models to solve complex contracting challenges while optimizing both outcomes and costs.

Transforming Contracting with AI Integration

By integrating DeepSeek’s sophisticated AI algorithms into the Icertis platform, enterprises can enhance contract performance and decision-making. This integration empowers organizations to gain deeper insights into their contract data, streamline operations, mitigate risks, and optimize revenue recovery. It provides greater cost control over AI implementations, ensuring that businesses can confidently navigate the rapidly evolving AI landscape.

The Icertis OmniModel™ Strategy

The integration of DeepSeek R1 reflects Icertis’ commitment to providing its customers with the freedom to choose the best AI models for their contracting needs. Sudarshan Chitre, Senior Vice President of Artificial Intelligence at Icertis, emphasized the importance of adaptability in AI platforms for large enterprises: “Our integration with DeepSeek exemplifies our OmniModel strategy, helping customers capitalize on the latest advancements in AI while ensuring long-term value and scalability in their contract intelligence efforts.”

Leading the Future of Contracting with AI

Icertis continues to push the boundaries of AI innovation in enterprise contracting. The company was the first to introduce a genAI-powered Copilot for enterprise contracting and is now focused on the future of AI agents and agentic workflows. Icertis aims to redefine contracts as strategic assets for growth, positioning businesses to take full advantage of AI-driven insights.

Fostering Strategic AI Partnerships

The partnership with DeepSeek, along with strategic collaborations with companies like Harvey, demonstrates Icertis’ dedication to driving AI-powered transformation. By leveraging emerging AI technologies, Icertis enables enterprises to gain competitive advantages and maximize their AI investment. As AI spending is expected to reach $337 billion by 2025, Icertis is well-positioned to lead the charge in AI-powered contract intelligence.

Optimizing Business Relationships

Icertis’ platform, combined with DeepSeek’s AI capabilities, helps businesses harness the full potential of their contracts. This integration allows enterprises to optimize commercial agreements, improve margins, and gain insights into every business transaction, ultimately increasing operational efficiency and revenue.

With its OmniModel strategy, Icertis is reshaping how businesses approach contract intelligence, providing them with the tools to streamline operations and maximize the value of every business relationship. By integrating with DeepSeek, Icertis strengthens its position as a leader in AI-driven contracting solutions, offering enterprises the future-proof flexibility needed to stay competitive.

Swiss companies are increasingly adopting a cloud-native approach to managing data and workloads in public cloud environments, with a rising demand for service providers who can integrate AIOps and FinOps to automate operations and optimize costs. This trend is highlighted in the "2024 ISG Provider Lens™ Multi Public Cloud Services report for Switzerland" released by Information Services Group (ISG), a global leader in technology research and advisory.

Cloud-Native Approach Gaining Traction in Switzerland

According to the ISG study, cloud-native technologies such as containerization and microservices have become critical for companies looking to enhance their agility and scalability. As businesses migrate their workloads to public cloud platforms, they are placing increased importance on data security, cloud sovereignty, and regulatory compliance. Service providers are expected to use encrypted communication and access controls to ensure that sensitive data remains protected in these dynamic environments.

The Growing Role of AIOps and FinOps

The study reveals that AIOps and FinOps are becoming integral to Swiss companies’ cloud strategies. AIOps, which leverages artificial intelligence and machine learning, is being adopted to automate operational tasks, reducing the operational burden by 30 to 50 percent. Additionally, the integration of FinOps practices helps businesses monitor and optimize cloud resource usage, ensuring cost efficiency and scalability. Companies embedding FinOps into their strategies can identify savings potential and adjust quickly to changing demands.

Rising Complexity and the Need for Automation

As more companies embrace public cloud environments, the complexity of managing operations increases. The study notes that automated migration and operational services are gaining popularity as businesses seek to streamline their processes and reduce human error. AIOps, in particular, helps businesses automatically identify and address issues in real-time, while gaining valuable insights from big data analyses, which enhances decision-making.

The Pressure to Migrate to S/4HANA

Another notable trend highlighted in the ISG study is the growing pressure on SAP customers to migrate from their legacy ECC 6.0 platforms to the modern S/4HANA system before ECC support ends in 2030. While some companies have already completed the migration, the majority of users are still in the early stages, creating a window of opportunity for service providers to assist businesses in navigating this transition.

Evaluating Leading Providers in Switzerland

The study evaluates the capabilities of 65 providers across seven market segments, identifying key players in consulting, transformation services, managed services, and cloud optimization. Swisscom is recognized as a leader in six market segments, while other prominent companies like Accenture, Aveniq, UMB, AWS, and Microsoft lead in various categories. Additionally, HCLTech is named a "Rising Star" in two segments, indicating its promising future in the market.

Persistent Systems Earns ISG CX Star Performer Award

Persistent Systems stands out as the 2024 ISG CX Star Performer among public cloud service providers, achieving the highest customer satisfaction scores in the ISG Voice of the Customer survey. This recognition underscores Persistent Systems' exceptional customer experience and performance in the public cloud sector.

The ISG report reflects a rapidly evolving landscape in the Swiss public cloud services market, with an increasing emphasis on cloud-native technologies, automation, and cost optimization. As businesses move towards more complex, multi-cloud environments, AIOps and FinOps will continue to play a critical role in ensuring that companies can scale efficiently while controlling costs.

PIN AI, the Personal Intelligence Network, officially launched today with the vision to redefine how people control, protect, and leverage their personal data. Founded by Columbia, MIT, and Stanford alumni, PIN AI introduces a decentralized, user-centric AI ecosystem aimed at empowering individuals by putting them in control of their personal information. With backing from prominent investors like Sequoia Capital, 16z Crypto (CSX), and blockchain pioneers, the platform leverages decentralized edge AI computing to offer personalized AI experiences at scale.

Empowering Users to Control Their Data

PIN AI is tackling the key challenge faced by developers in closed AI ecosystems—access to high-quality contextual data. By democratizing data access, the platform empowers users to retain ownership of their personal information while allowing developers to tap into otherwise inaccessible data across various categories, such as social media activity, online shopping, and financial transactions.

The Need for a Decentralized AI Future

With the rapid growth of large language models (LLMs) and intelligent agent frameworks, and growing concerns over data exploitation by Big Tech, PIN AI is tapping into these trends. The company aims to empower individuals by creating a future where users control their data and profit from it, rather than being subjected to the interests of powerful corporations. As co-founder Davide Crapis notes, users should be the true sovereigns of their data, not tech giants.

The PIN AI Mobile App: A Secure, User-Centric Solution

At the core of this transformation is the PIN AI mobile app, designed to give users control over their data. The app securely stores data on users' devices, rather than relying on centralized servers, allowing users to connect various data sources like Gmail, social networks, and financial apps to train their personal AI. This enables the creation of highly personalized AI models, specifically tailored to the user's needs.

Innovative Features for Personal AI Development

The app includes several innovative features, including the "Guardian of Data" (God Model), which allows users to track their AI's progress and monitor its growth. The app also offers practical features such as personalized recommendations for tasks like shopping, planning, or financial management, all powered by the user's unique data and preferences.

Blockchain for Security and Transparency

PIN AI leverages blockchain protocols to ensure the highest level of security and financial transparency. The platform employs a Trusted Execution Environment (TEE) to securely store user credentials, ensuring that no one, including PIN AI itself, can access encrypted data. By storing user data on local devices, the platform ensures data privacy while benefiting from the open, interoperable nature of blockchain.

Building a New Generation of Personal AI Agents

PIN AI is laying the groundwork for the "agent economy," where personal AI agents interact with a larger ecosystem of AI services. By connecting user intent to a world of services, PIN AI creates a decentralized network that stands in stark contrast to the data-hoarding practices of Big Tech companies. The vision is to enable a future where individuals control their data and AI models, unlocking new possibilities for innovation and personalized services.

PIN AI is pioneering a revolutionary alternative to the current AI landscape, where data is often exploited by large corporations. By enabling individuals to control their data and leverage AI in a decentralized, secure manner, PIN AI is setting the stage for a future where personal AI serves the interests of users rather than monopolistic tech giants.

North & Warren, a leader in digital marketing for luxury brands, has officially announced its strategic acquisition of Interluxe Group, an experiential agency focused on luxury marketing. This move combines North & Warren's proprietary audience data and digital marketing capabilities with Interluxe Group's expertise in strategy, design, and in-person activations. The partnership will create a powerful marketing platform designed to drive growth for luxury brands by providing an end-to-end marketing solution.

A Unified Approach to Luxury Marketing

The acquisition allows North & Warren and Interluxe Group to offer a comprehensive range of services, including strategy, digital marketing, in-person activations, creative services, and content solutions. By leveraging the combined capabilities of both companies, luxury brands can enhance customer acquisition, improve conversion rates, and deepen brand affinity through highly targeted strategies aimed at affluent and high-net-worth audiences.

Building a Stronger Team Across North America and Europe

The integrated company will have a team of over 100 professionals across North America and Europe. Nick Van Sicklen and Matt Carroll, Co-Founders of North & Warren, will continue as Co-CEOs and members of the Board of Directors. Emma Gwyther, Founder and CEO of Interluxe Group, will continue to lead Interluxe Group while also joining the Board of Directors at North & Warren.

Unlocking New Capabilities for Luxury Brands

"We are thrilled to join forces with the Interluxe Group team. This partnership creates a one-of-a-kind offering in the luxury marketing industry," said Nick Van Sicklen. He emphasized that the combination of integrated strategies, digital marketing, content, and immersive experiences would deliver stronger results by increasing first-party data and enhancing brand outcomes.

Enhancing Client Offerings with Strategy and Design Expertise

Emma Gwyther, Founder and CEO of Interluxe Group, expressed excitement about merging Interluxe Group’s strategy and design strengths with North & Warren’s capabilities. This partnership promises to meet the evolving needs of luxury brands and open up new product partnership opportunities, strengthening the value the companies can offer to their clients.

Seamless Cultural and Strategic Fit

Co-CEO Matt Carroll highlighted the seamless cultural fit between the two companies, noting that both North & Warren and Interluxe Group were founded with the same mission: to help luxury brands connect with customers through exceptional content and immersive experiences. The combination of the two companies will further enhance their ability to deliver top-tier marketing solutions.

With this strategic acquisition, North & Warren and Interluxe Group are set to redefine the luxury marketing landscape by offering a comprehensive and data-driven approach to connecting luxury brands with their target audiences. This collaboration will drive growth for their clients, resulting in improved customer acquisition, conversion, and brand loyalty.

Warpvideo AI, an advanced generative AI video platform, is revolutionizing content creation by providing users with the ability to produce professional-quality videos effortlessly. Designed for creators, marketers, and artists, the platform simplifies the entire video production process from ideation to final output, offering a seamless browser-based experience.

Breaking Barriers in Video Production

Traditional video editing often requires expensive software, technical expertise, and significant time investments. Warpvideo AI eliminates these barriers with its intuitive, AI-driven tools such as Video-to-Video, Face Swap, Morph, and Text-to-Image. These features enable users to achieve high-quality visual effects with minimal effort, making video production more accessible to everyone.

Generative AI Transforming Video Production

Warpvideo AI leverages cutting-edge AI technologies to enable next-generation video transformation. The platform's Face Swap and Morph technology ensures smooth, natural motion consistency, overcoming the unnatural artifacts that other AI tools often produce. These advancements make high-fidelity video production available to both industry professionals and independent creators alike.

Cost-Efficiency with Lazy Mode

One standout feature of Warpvideo AI is Lazy Mode, which optimizes computational resources by running processes at a reduced speed while consuming fewer credits. This feature ensures that users can generate high-quality videos cost-effectively without sacrificing the final product’s quality.

Empowering Various Industries

Warpvideo AI is designed to empower users across different industries:

• Content Creators & Influencers – Create engaging, high-quality videos for social media, vlogs, and digital storytelling with ease.
• Marketers & Brands – Enhance campaign production with AI-generated visuals, reducing turnaround times and boosting creative output.
• Filmmakers & Artists – Leverage AI tools for visual storytelling, turning concepts into cinematic-quality footage.

By eliminating the technical and financial obstacles traditionally associated with video production, Warpvideo AI enables users to focus more on creativity than complex editing processes.

The Future of AI-Driven Video Innovation

As AI continues to advance, Warpvideo AI is committed to staying at the forefront of the industry. Future updates will bring enhanced motion consistency, new AI-driven effects, and expanded customization options to meet the evolving needs of users. The platform is also exploring new collaborative tools to support team-based creative workflows.

With the rapid evolution of generative AI, Warpvideo AI is redefining how digital content is produced. By lowering the barriers to professional-quality video production, it empowers users to unleash their creativity and drive innovation in the content creation space.

Integral Ad Science (IAS) has introduced enhanced features for its Content Block List optimization solution for Meta’s Facebook and Instagram Feed and Reels. IAS, a global leader in media measurement, was selected as the development partner by Meta in October 2024. This collaboration offers advertisers new tools to improve brand safety and media quality on these social platforms.

Developments

• Expanded Content Categories
  IAS’s Content Block Lists for Meta now includes nine new content categories, totaling 45 categories, alongside support for six additional languages, bringing the total number of languages supported to 34.

• Optimizing Ad Placements
  Advertisers now have the ability to automatically avoid placing ads next to content deemed unsuitable, ensuring alignment with industry standards. This optimization has led to a 71% reduction in wasted ad spend on unsuitable content since its launch in October.

• Social Optimization for Better Brand Suitability
  IAS enables advertisers to deliver brand-appropriate ad placements with Social Optimization. This feature ensures impressions are made in suitable contexts across Meta's platforms, proactively screening content for brand alignment.

• Customizable Content Block Lists
  The solution offers dynamic, customizable block lists based on industry standards. Advertisers can fine-tune their ad placements, benefiting from more granular control than publisher-level block lists.

• Seamless Integration and Activation
  Advertisers can easily activate the solution with a one-time setup in IAS Signal, ensuring ads are placed next to suitable content with minimal effort.

• AI-Driven Technology
  IAS leverages AI-driven multimedia technology to analyze content frame-by-frame, using image, audio, and text signals for accurate content classification, ensuring the highest standards in brand safety.

• End-to-End Support for Global Campaigns
  The solution supports campaigns in 34 languages, allowing global advertisers to scale their campaigns while maintaining brand suitability across Meta’s platforms.

The collaboration between IAS and Meta offers global advertisers a comprehensive solution to enhance brand safety and media quality on Facebook and Instagram. With powerful features such as expanded content categories, customizable block lists, and AI-powered optimization, IAS is poised to deliver meaningful improvements in ad placement, safeguarding campaigns and reducing wasted spend.