VAST Data recently announced new enhancements to the industry-leading VAST Data Platform, making it the first and only system in the market to unify structured and unstructured data, into a single DataSpace that scales linearly to hyperscale – with unified enterprise-grade security. These new capabilities are redefining enterprise AI and analytics by combining real-time vector search, fine-grained security, and event-driven processing into a seamless, high-performance data ecosystem that powers the VAST InsightEngine, which transforms raw data into AI-ready insights through intelligent automation, enabling enterprises to build advanced AI applications, agentic workflows, and high-speed inferencing pipelines.

Organizations today face significant challenges in scaling enterprise AI deployments. AI models call for ultra-fast vectorized search and retrieval for fast access to the most up-to-date information, with AI-driven workloads requiring massive computational power and well integrated data pipelines. Enterprise AI applications involve sensitive data and mission-critical workflows, yet many AI pipelines lack enterprise-grade security, encryption, and governance controls that span all data sources.

To address these challenges, the VAST Data Platform now includes include:

• Vector Search & Retrieval: The VAST DataBase is the first and only vector databasethat supports trillion-vector scale with the ability to search large vector spaces in constant time, making it both possible and practical to index all data and make it available to agentic workflows at any scale. With AI-powered Similarity search for real-time analytics and discovery, organizations can turn real-time data into AI-driven decisions by automatically embedding vectors for search and retrieval.
• Serverless Triggers & Functions: The VAST DataEngine is the first and only solution to create real-time workflows that don’t require background ETL tools or scanning to provide generative-AI access from source data. With event-driven automation for AI workflows and real-time data enrichment, this system can embed and serve context to agentic applications instantaneously, breaking down the barriers to real-time RAG in the enterprise to allow organizations to accelerate AI and analytics with high-speed queries, serverless processing, and automated pipelines that securely ingest, process, and retrieve all enterprise data (files, objects, tables, and streams) in real-time.
• Fine-Grained Access Control & AI-Ready Security: VAST’s built-in enterprise-grade security context now offers advanced row- and column-level permissions, ensuring compliance and governance for analytics and AI workloads, while unifying permissions for raw data and vector representations.

As organizations embrace AI retrieval, and as embedding models continue to make exponential improvements in their understanding of enterprise data, only the VAST Data Platform can provide a unified, AI-ready solution that can meet the needs of extreme-scale agentic enterprises. The parallel transactional nature of VAST’s unique DASE architecture makes it possible to update vector spaces in real-time for the first time, and this shared-everything approach allows for all servers to search the entire vector space in milliseconds – enabling VAST InsightEngine to transform raw data into AI-ready insights instantly, empowering organizations to make decisions with maximum accuracy.

“Only two kinds of companies exist today: those becoming AI-driven organizations, and those approaching irrelevance,” said Jeff Denworth, Co-Founder at VAST Data. “In order to thrive in the AI era, enterprises need instant AI insights, enterprise-grade security, and limitless scalability – without worrying about managing fragmented tools or data infrastructure. The VAST InsightEngine is the only market’s first and only solution able to securely ingest, process, and retrieve all enterprise data – files, objects, tables, and streams – in real-time to make enterprise data instantly usable for accurate AI-driven decision making.”

By: Tony van den Berge, VP, EMEA at Cloudflare

The market for AI-generated music and audiovisual (AV) content is set to skyrocket in the next couple of years, growing from around €3 billion today to €64 billion in 2028. While this may be good news for those dancing to Gen AI’s tune, it’s likely to hit a bum note for content creators.

Despite providing the “creative fuel of the Gen AI content market,” these human creators could be about to see their income drop by around a quarter.

That amounts to a cumulative loss of €22 billion over the next five years – €10 billion in music and €12 billion in audiovisual – according to a new report commissioned by the International Confederation of Societies of Authors and Composers (CISAC), which represents some five million people in the creative industries.

The report – Study on the economic impact of Generative AI in the Music and Audiovisual industries – is touted as the first-ever global study of its kind to tackle the subject. It warns that unless this situation changes, content creators will be squeezed on two fronts: the loss of revenues because of the unauthorised use of their works by Gen AI models, and the loss of income from people buying AI-generated content.

“For creators of all kinds, from songwriters to film directors, screenwriters to film composers, AI has the power to unlock new and exciting opportunities – but we have to accept that, if badly regulated, generative AI also has the power to cause great damage to human creators, to their careers and livelihoods,” said CISAC President and ABBA frontman Björn Ulvaeus.

“Which of these two scenarios will be the outcome? This will be determined in large part by the choices made by policy makers, in legislative reviews that are going on across the world right now. It’s critical that we get these regulations right, protect creators’ rights and help develop an AI environment that safeguards human creativity and culture,” he said.

Content creators face an existential threat
While there is clearly a role for legislation, technology can also help provide a solution not only to protect content from Gen AI creators, but also to provide an avenue to monetise it.

With so much content online – everything from those who make a living from art and animation to filmmakers and wordsmiths – it’s a problem that extends far beyond the music industry.

In most cases, site owners have had little control over how AI services use their content for training or other purposes. Recently, though, new tools have been developed that make it easier for site owners, creators, and publishers to take back control of their content.
Cloudflare empowers creators with tools to safeguard and monetise their content
At Cloudflare, we are uniquely positioned to address these challenges by leveraging our global network to create innovative solutions. Our recently introduced AI Audit tools empower creators and site owners to regain control over their content in the age of generative AI. These tools allow creators to monitor AI bot activity, identifying which AI services are accessing their content, how often, and what specific material is being targeted. With one-click solutions, creators can block unauthorised AI crawlers, ensuring only approved entities can use their work. Beyond protection, Cloudflare helps them monetise their content by giving them analytics and control over who can scan based on the licensing agreements they sign with model providers.

To understand how these new tools fit into the bigger picture, it’s worth stepping back to see how AI models are accessing digital content in the first place. Bots typically “crawl” the internet looking for material. “Good bots” – such as search engine crawlers – are beneficial because they help people discover sites and drive traffic. “Bad bots,” on the other hand, can pose a security threat.

But the rise of Large Language Models (LLMs) and other generative tools has created a murkier third category. Unlike malicious bots, some of the crawlers associated with Gen AI platforms are simply looking to hoover up content to train new LLMs. And that’s precisely the problem for content creators.

New tools are key in battle to monetise content
That’s why there’s so much interest around the development of these solutions. Not only do they allow content providers to identify who – or what – is scraping their content, they also allow them to block access to particular bots.

The result is two-fold. First, content creators are able to stop scrapers from accessing their intellectual property. Second, it allows content creators to negotiate access deals directly with AI companies. In other words, it gives content creators the chance to be paid for their output.

In a sign that the balance of power may already be shifting in terms of control and ownership, many of those contracts include terms about the frequency of scanning and the type of content that can be accessed.

That said, it’s still early days. There is still some uncertainty about the value of content used this way, and standardization discussions on enforceable mechanisms to express AI crawling preferences are still ongoing. Meanwhile,  site owners are at a disadvantage while they play catch-up. But unless – and until – there is a resolution, content creators and site owners will be discouraged from launching or maintaining Internet properties.

The fear is that more and more creators will stash their content behind paywalls, which may solve one problem but could invariably lead to others.

Ultimately, all parties – policymakers, tech companies, and creators – need to come together to enable AI innovation to thrive while safeguarding creativity. For those in the music industry, it’s not just a question of harmony, but of hitting the right notes too.

By Hamlet Sandoyan, CEO, Rose Art LLC

Advanced technology dramatically transforms sustainable floriculture significantly when growing roses in solar greenhouses. We envision a future where floral art serves as a bridge between sustainability and innovation. At Rose Art Flowers, we aim to redefine traditional floristry by incorporating eco-friendly practices into every aspect of our creative process—from carefully selecting premium imported roses to using sustainable materials and techniques in our installations. We believe that floral art will increasingly be celebrated for its visual and sensory impact and as a responsible, eco-conscious choice that enriches cultural events and everyday life in Dubai and beyond.

As the owner of Rose Art LLC, I have much experience and am always willing to share my expertise. Further, here’s how key innovations contribute to efficiency, cost reduction, and improved product quality.

Artificial intelligence – controlled climate control

Artificial intelligence analyzes data from sensors (temperature, humidity, CO2 level) and automatically adjusts the microclimate parameters.

– Energy optimization: reduces the load on heating, ventilation, and lighting systems, using energy as efficiently as possible.

– Rose enhancement: maintains stable growing conditions, prevents plant strain, and improves color, size, and fragrance of flowers.

Automated irrigation and water resources management

Modern systems use soil moisture sensors, weather stations, and machine learning algorithms to dispense water accurately.

– Reducing water consumption: supply only the right amount of water, preventing evaporation and leaks.

– Optimum plant nutrition: integration with drip irrigation and fertigation (fertilization) systems increases nutrient uptake.

Precision Agriculture

Using drones, satellite imagery, and AI data analysis can monitor plant health and prevent disease.

– Reduced use of pesticides and fertilizers: treating only problem areas reduces chemical exposure.

– Increased yield and quality: timely identification of stress factors helps to grow more resilient and healthier roses.

Solar energy as a source of sustainable greenhouse economy

Modern greenhouses are equipped with solar panels that provide an autonomous power supply.

– Energy efficiency: reducing dependence on fossil fuels and operating costs.

– Environmental sustainability: reducing the carbon footprint of flower production.

From my experience, the combination of AI, automation, and renewable energy makes rose production more cost-effective and environmentally friendly. These technologies reduce costs, save resources, and improve flower quality, which is especially important in a changing climate and the growing demand for sustainable products.

At the same time, it’s essential to understand how integrating hospitality trends such as luxury floral arrangements, personalized arrangements, and smart ordering systems are changing the floral industry in Dubai’s high-end market. In Dubai’s high-end market, the floral industry is transforming due to current hospitality trends. Luxury hotels, restaurants, and VIP spaces demand exclusive solutions, and integrating new technologies and personalized services is changing the game’s rules.

Luxury floral arrangements as a branding element

Luxury hotels (Burj Al Arab, Atlantis The Royal, Bulgari Resort) make floral installations part of their identity.

– Emphasizing luxury: large-scale floral compositions create a wow effect, raising the institution’s status.

– The trend for “Instagram-able” areas: unique floral decorations encourage guests to take photos and share content on social media, which boosts marketing.

Personalized arrangements and VIP treatment

The high demands of customers in Dubai require customized solutions.

– Individual selection of flowers: rare varieties (for example, black or blue roses), non-standard forms of bouquets, and exclusive packages.

– Floristry for private events: luxury florists develop unique weddings, parties, and royal reception compositions.

Intelligent ordering and delivery systems

Florist boutiques and online platforms utilize AI solutions and digital technologies.

– Concierge subscription service: regular deliveries of fresh bouquets to hotels, residences, and business spaces.

– AI assistants for flower selection: online platforms analyze customer preferences and offer personalized arrangements.

– Drones and premium delivery: express delivery within 30 minutes thanks to advanced logistics solutions.

And from my point of view, the conclusion to the above is this: The Dubai floral market is shifting towards ultra-premium and technological solutions. Exclusive floral installations are becoming part of the luxury style, while personalization and digitalization are increasing the level of service, making the floral industry an important part of luxury hospitality.