AI - WORLDEF

Mirakl Introduces Agentic Activation, the First Enterprise Solution That Makes Product Pages Ready for LLMs

Mirakl, the operating system for Intelligent Commerce, launched Mirakl Agentic Activation, the first production-ready enterprise infrastructure that enables sellers and retailers to be discovered, recommended, and transacted by AI agents at scale.

Agentic Activation offers two live and functional features: Agentic Product Enrichment and Agentic Channels. Thus, it transforms a market overwhelmed by theoretical roadmaps into a measurable, applicable, and revenue-generating agentic commerce reality.

Mirakl Report: The Average GEO Score of Pages Is 48 Out of 100

According to the data revealed based on 427 product pages analyzed in 35 countries through Mirakl’s GEO Readiness Analyzer, e-commerce is not yet ready for agentic commerce, starting with discovery! The average GEO score across all pages is 48 out of 100. This rate remains well below the 61-point threshold where products become competitive for AI agent visibility.

43% of pages have no customer reviews, ratings, or FAQs. 86% of pages have poorly optimized product images that AI cannot fully read or index. Only 9% provide the machine-readable data structure that allows AI to understand basic product details such as price, size, and availability without ambiguity.

In practice, these gaps determine which products AI agents will recommend and which ones they will never encounter. Currently, less than 1% of e-commerce meets the minimum standards to be recommended by LLMs.

Mirakl Agentic Activation is the first enterprise-grade product developed to close these gaps. This readiness deficit brings with it a direct and growing revenue consequence.

Global Agentic Commerce Volume Will Reach $3-5 Trillion by 2030

AI agents influenced $67 billion in global Cyber Week 2025 sales, meaning 20% of all purchases (Salesforce). On Black Friday alone, AI-referred traffic to U.S. retail sites increased 805% year-over-year (Adobe); AI-referred shoppers converted 42% more often than those arriving from traditional channels (Adobe).

McKinsey projects that global agentic commerce volume will reach $3 to $5 trillion by 2030. Mirakl’s research confirms that the overwhelming majority of sellers remain below the LLM readiness threshold and that these sellers simply cannot participate in this growth.

“Agentic Commerce Is Not a Distant Horizon; It Is the Reality Sellers Are Managing Right Now”

Amelia Van Camp, Head of Agentic Commerce at Mirakl, said, “Agentic commerce is not a distant horizon; it is the reality sellers are managing right now. What Agentic Activation represents is the moment the infrastructure catches up with the vision: the ability for AI agents to find the right product for the right consumer and complete the transaction seamlessly. This is a genuinely exciting capability to put in the hands of enterprise sellers.”

What Does Mirakl Agentic Activation Promise?

Mirakl Agentic Activation is the first enterprise product specifically developed to transform this readiness deficit into a structural commercial advantage through two operational capabilities:

Agentic Product Enrichment (open beta): Most product pages were created to rank on Google, not to be understood by AI agents. Agentic Product Enrichment automatically rewrites and enriches product content; thus, AI platforms can read, compare, and recommend this content accurately. This feature is powered by Mirakl’s Catalog Transformer; it is built on more than 10 proprietary commerce-focused GenAI models and has been proven across more than 47 million product transformations with a 98% success rate.

Agentic Channels: Agentic Channels connects sellers directly to LLM platforms, starting with Microsoft Copilot, and manages the entire purchase process end-to-end, from inventory and pricing to delivery and after-sales, while AI agents autonomously complete transactions on behalf of consumers. Built on more than 13 years of enterprise commerce expertise and a curated network of more than 100,000 sellers, this feature brings the reliability of the Mirakl platform to every agentic transaction. Both capabilities are activated on existing seller infrastructure to avoid architectural rebuilding and custom integrations.

Mirakl is turning Agentic Commerce into reality. With Agentic Activation, Mirakl customers can prepare their product catalogs for AI discovery and support commerce in LLM-driven experiences where eligible. Mirakl’s strategic partnership with Stripe and JP Morgan strengthens its role in the emerging agentic commerce ecosystem.

About Mirakl

Founded in 2012, Mira kl has been at the forefront of marketplace innovation, empowering every business to compete in the platform economy.

Today, Mira kl’s operating system combines an enterprise marketplace solution (Mirakl Platform) that enables retailers and B2B organizations to launch, scale, and operate marketplaces and dropship, AI-powered multichannel selling (Mira kl Connect), retail media (Mirakl Ads) and an agentic commerce infrastructure (Mirakl Nexus).

Amazon Reports Strong Q1 2026 Growth as AI and Cloud Drive Positive Momentum

Amazon Q1 2026 Results Highlight Strong AWS Momentum and AI-Led Transformation

Amazon delivered a strong start to 2026, reporting solid growth across its core segments, driven by continued momentum in cloud computing, advertising, and AI-led investments.

Revenue Growth Reflects Global Demand Strength

Amazon recorded net sales of $181.5 billion in Q1 2026, representing a 17% increase compared to $155.7 billion in the same period last year. Excluding a $2.9 billion favorable impact from foreign exchange, net sales grew 15% year-over-year, indicating consistent underlying demand across markets.

Regionally, North America generated $104.1 billion in revenue, up 12%, while international sales reached $39.8 billion, growing 19% year-over-year, or 11% on a currency-adjusted basis. The performance highlights Amazon’s continued strength in global e-commerce and cross-border operations.

Operating Income Expansion Driven by AWS

Operating income rose to $23.9 billion, up from $18.4 billion in Q1 2025, reflecting improved efficiency and higher-margin contributions.

Segment performance showed:

North America operating income: $8.3 billion (up from $5.8 billion)
International operating income: $1.4 billion (up from $1.0 billion)
AWS operating income: $14.2 billion (up from $11.5 billion)

AWS remained the primary profit driver, accounting for a significant share of total operating income, supported by sustained enterprise demand and AI-related workloads.

Net Income Accelerates with Investment Gains

Amazon reported net income of $30.3 billion, compared to $17.1 billion in Q1 2025. Earnings per share increased to $2.78, up from $1.59.

The quarter included a $16.8 billion pre-tax valuation gain related to Amazon’s investment in Anthropic, reflecting the growing strategic importance of AI partnerships. Excluding this impact, profitability still showed meaningful year-over-year improvement, driven by operational performance.

AWS Continues to Scale at High Margins

Amazon Web Services generated $37.6 billion in revenue, marking a 28% year-over-year increase and its fastest growth rate in over a year.

AWS delivered $14.2 billion in operating income, with an operating margin of approximately 37.7%, reinforcing its role as Amazon’s most profitable business segment. The division continues to benefit from rising enterprise adoption of cloud infrastructure and generative AI capabilities.

Cash Flow Impacted by Elevated Capital Expenditure

Amazon’s operating cash flow over the trailing twelve months reached $148.5 billion, up from $113.9 billion in the prior year period, representing a 30% increase.

However, free cash flow declined to $1.2 billion, compared to $25.9 billion a year earlier. This decrease reflects a sharp rise in capital expenditures, which increased by $59.3 billion, as Amazon accelerates investments in AI infrastructure, data centers, and logistics capabilities.

Advertising and AI Investments Gain Momentum

Amazon’s advertising revenue reached $17.2 billion, growing 24% year-over-year, as brands continue to shift budgets toward performance-driven digital channels.

The company also highlighted rapid progress in its AI ecosystem, including a custom chip business that has surpassed a $20 billion annualized run rate. Capital expenditures totaled $43.2 billion in Q1, with full-year investments expected to reach approximately $200 billion, underscoring the scale of Amazon’s long-term technology strategy.

Outlook Signals Continued Growth

For the second quarter of 2026, Amazon expects net sales between $194 billion and $199 billion, indicating sustained momentum across its core businesses.

While increased investment continues to weigh on free cash flow, the company’s strong operating performance, combined with accelerating demand for cloud and AI services, positions it for continued growth.

Key Takeaway

Amazon’s first-quarter results highlight a company balancing strong profitability with aggressive long-term investment.

With $181.5 billion in revenue, $30.3 billion in net income, and AWS growing 28%, Amazon continues to strengthen its position at the intersection of e-commerce, cloud computing, and artificial intelligence.

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SoftBank’s Bold $100B IPO Vision Signals Powerful Shift in AI Infrastructure

SoftBank Group is preparing to launch a new robotics-focused company aimed at transforming how AI infrastructure is built, while already setting its sights on a potential $100 billion IPO.

The move reflects a broader industry shift: as demand for artificial intelligence surges, the real bottleneck is no longer software innovation, but the physical infrastructure powering it, particularly data centers.

A New Model: Robots Building AI Infrastructure

According to recent reports, SoftBank’s new venture will focus on using autonomous robotics systems to construct data centers more efficiently. Instead of relying heavily on traditional labor, the company aims to deploy robotics and AI to streamline large-scale infrastructure development.

This concept, often referred to as “physical AI”, is gaining traction as tech giants race to scale compute capacity. The idea is simple but powerful: use AI and robotics not just to run systems, but to build the systems themselves.

The company, reportedly named Roze, could go public as early as 2026, with internal targets pointing toward a valuation of around $100 billion.

Strategic Timing in the AI Boom

SoftBank’s timing is deliberate. The global race for AI dominance has triggered massive investments in infrastructure, from hyperscale data centers to energy systems supporting them.

The company has already positioned itself aggressively in this space. It is involved in large-scale initiatives like the Stargate data center project and has expanded its footprint through investments in robotics and digital infrastructure firms.

This new venture consolidates those efforts into a single, focused entity, one that blends robotics, AI, energy, and infrastructure into a unified growth strategy.

Masayoshi Son’s “Physical AI” Vision

Founder Masayoshi Son has long emphasized robotics as the next frontier of AI. While previous consumer-facing robotics bets delivered mixed results, the company is now shifting toward industrial and infrastructure applications, where demand is clearer and margins potentially stronger.

Recent moves including the acquisition of ABB’s robotics division signal a pivot toward large-scale automation in manufacturing and infrastructure development.

The Bigger Picture

SoftBank’s initiative highlights a critical evolution in the AI economy:

The next wave of value may lie not in AI models, but in the infrastructure behind them
Automation is expanding beyond software into real-world construction and operations
Capital-intensive AI infrastructure is becoming a core battleground for global tech players

If successful, SoftBank’s robotics-driven data center model could redefine how AI ecosystems are built, turning infrastructure itself into a competitive advantage.

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Anthropic’s Massive $900B Valuation Push Signals Positive AI Market Momentum

Anthropic is reportedly considering a new funding round that could value the artificial intelligence company at more than $900 billion, marking another major signal of investor confidence in the AI sector.

According to Reuters, citing Bloomberg News, the Claude maker is entertaining early-stage offers that could place its valuation at more than double its current level. The company has not accepted any offers yet, and discussions remain preliminary.

The report comes only months after it raised $30 billion in February at a valuation of $380 billion. A new round at the reported level would represent one of the largest valuation jumps in the AI startup market.

TechCrunch also reported that Anthropic has received multiple preemptive offers to raise around $50 billion, with valuation proposals ranging between $850 billion and $900 billion. The company is expected to make a decision on the round and valuation during a board meeting in May.

If completed, the deal could place it ahead of OpenAI, which Reuters cited as being valued at $852 billion in March. This would potentially make the company the world’s most valuable AI startup.

Anthropic Eyes $900 Billion Valuation in New Funding Round

The funding discussions come as major technology companies continue to deepen their exposure to the AI market. Anthropic’s key backers include Google and Amazon, both of which have committed multi-billion-dollar performance-based investments to the company.

The potential fundraising also comes ahead of a possible IPO. Bloomberg reported that Anthropic could launch an initial public offering as soon as October, although no final decision has been made.

For the wider AI industry, the reported valuation shows how quickly capital is moving toward companies building foundation models, enterprise AI tools and next-generation AI infrastructure. Investor appetite remains strong despite rising costs linked to computing power, talent and model development.

Anthropic’s Claude has become one of the most closely watched AI platforms in the market, competing directly with OpenAI and other major AI players. A successful round above $900 billion would further strengthen the company’s position in the global AI race.

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Digital Piracy Crackdown in UAE Sees Powerful 400% Surge in Q1 2026

Hacker using laptop and Log On Screen with a code digital on dark background. Cyber attack concept

The United Arab Emirates has significantly intensified its fight against online piracy, blocking 13,667 websites in the first quarter of 2026 as part of an expanding AI-driven enforcement strategy. The figure marks a sharp 400% increase compared to the same period last year, underscoring the country’s accelerating commitment to protecting digital intellectual property.

At the center of this effort is InstaBlock, an artificial intelligence-powered platform designed to detect and process copyright violations at scale. Introduced through the InstaBlock Lab in early 2025, the system enables faster identification of illegal streaming platforms, counterfeit content distribution, and unauthorized media sharing networks. Since its launch, the UAE has blocked a total of 47,667 infringing websites, highlighting both the scale of the issue and the efficiency of the new enforcement model.

AI Strengthens Digital Regulation Framework

The crackdown is being led by the UAE Ministry of Economy in collaboration with the Telecommunications and Digital Government Regulatory Authority, as well as key stakeholders across the media, technology, and entertainment sectors. This coordinated approach reflects a broader national strategy to establish a secure and innovation-driven digital ecosystem.

Authorities have also placed increased focus on high-consumption periods such as Ramadan, when digital content usage rises significantly. Enforcement activity during the holy month has grown dramatically, with blocked websites jumping from just 62 cases in 2023 to 5,677 in 2026. The trend highlights how AI-powered tools are enabling more proactive and responsive regulatory action.

Beyond enforcement, the initiative aims to reshape consumer behavior by encouraging the use of licensed and legitimate content platforms. By limiting access to pirated material, the UAE is reinforcing the value of intellectual property while supporting content creators, distributors, and digital platforms operating within the legal framework.

The rapid expansion of AI-driven enforcement positions the UAE among the leading markets globally in digital regulation. As online content consumption continues to grow, the country’s approach signals a shift toward more advanced, technology-led governance models that balance innovation with compliance.

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Nvidia Hits Record $5.3 Trillion Value as AI Rally Strengthens

Nvidia has reached a new milestone in global markets, with its valuation climbing close to $5.3 trillion after another strong rally in its shares.

The company’s stock rose around 4%, closing at a new all-time high of $216.61 per share, according to reports. The move pushed it to the highest market capitalization ever recorded by a publicly traded firm, strengthening its position at the center of the artificial intelligence boom.

AI Demand Pushes Nvidia to Historic Market Cap

The latest gain reflects investor confidence in the continued demand for AI infrastructure, especially high-performance chips used by cloud providers, data centers and technology companies. Nvidia has become one of the biggest beneficiaries of the rapid expansion of generative AI, as businesses continue to invest heavily in computing capacity.

The rally also supported broader technology sentiment. The surge came during a period of strong momentum for semiconductor stocks, with investors closely watching AI-related companies ahead of major technology earnings.

Its growth highlights how artificial intelligence has reshaped global equity markets. Once best known for graphics processing units used in gaming, Nvidia is now viewed as a critical supplier for AI development. Its chips are widely used to train and run large AI models, making it a key player in the next phase of digital transformation.

However, the record valuation also brings greater scrutiny. Investors are watching whether AI spending can continue at the same pace and whether major technology companies can translate large infrastructure investments into sustainable revenue growth. Any slowdown in AI demand could put pressure on high-growth semiconductor stocks.

Still, the latest market record shows that investor appetite for AI leaders remains strong. As companies accelerate AI adoption across cloud computing, enterprise software, automation and data infrastructure, Nvidia continues to benefit from its dominant role in the semiconductor ecosystem.

For more insights, read more on WORLDEF News.

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5 Key Impacts of Google Expanding Pentagon AI Access After Anthropic’s Refusal

Google has significantly expanded the U.S. Department of Defense’s access to its artificial intelligence models, marking a pivotal shift in the relationship between Big Tech and military institutions. The move follows a high-profile refusal by Anthropic to loosen safeguards on its own AI systems for defense use.

According to recent reports, Google’s agreement allows the Pentagon to deploy its AI tools within classified environments for “any lawful government purpose.” This effectively positions Google among a growing group of AI providers, including OpenAI and xAI, supporting sensitive national security operations.

Anthropic’s Refusal Reshapes the Competitive Landscape

The development comes after Anthropic declined Pentagon requests to remove restrictions tied to autonomous weapons and mass surveillance applications. This refusal created a vacuum that competitors were quick to fill.

By contrast, Google’s agreement reportedly includes provisions that allow the government to modify safety settings and filters when necessary, raising questions about how enforceable ethical guardrails remain once systems are deployed in classified settings.

While the contract outlines limitations, such as avoiding domestic mass surveillance and ensuring human oversight in weapons-related use, experts note that these clauses may not fully constrain real-world applications.

Internal Backlash and Ethical Concerns

The deal has sparked significant internal resistance. More than 600 Google employees have voiced concerns, warning that deeper involvement in military AI projects could lead to ethical compromises and reputational risk.

This tension echoes earlier controversies, including Google’s withdrawal from the Pentagon’s Project Maven in 2018 after employee protests. The current agreement suggests a notable evolution in the company’s stance on defense-related AI.

Strategic Implications for the AI Industry

Google’s expanded role underscores a broader trend: AI is rapidly becoming central to modern defense infrastructure. Governments are increasingly seeking partnerships with leading AI firms to enhance capabilities in areas such as mission planning, intelligence analysis, cybersecurity, and battlefield decision support.

At the same time, the divergence between companies like Google and Anthropic highlights a growing split in the industry over how far AI providers should go in supporting military use cases.

A Defining Moment for AI Governance

The situation reflects a deeper, unresolved question shaping the future of artificial intelligence: how to balance national security priorities with ethical responsibility.

As governments push for greater access and control, and companies navigate internal and external pressures, the boundaries of acceptable AI use, especially in defense, are being actively redefined.

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Digital Growth 5 Key Moves Powering Malaysia’s AI Economy

Malaysia is accelerating its transition toward an AI-powered digital economy, backed by strong government policy, rising investments, and ecosystem-wide collaboration. The country’s long-term ambition is clear: to position itself as a leading regional hub for artificial intelligence and digital innovation by 2030.

At the core of this transformation is the National AI Action Plan 2026–2030, designed to embed AI across governance, industry, and society. The initiative aligns with Malaysia’s broader MyDIGITAL blueprint, which aims to create a high-income, digitally enabled economy powered by advanced technologies.

AI as a Catalyst for Economic Growth

Malaysia’s digital economy is already showing strong momentum. The country has secured tens of billions in digital investments, driven largely by AI, cloud computing, and data infrastructure. These investments are expected to generate tens of thousands of high-value jobs, reinforcing Malaysia’s role as a regional tech hub.

Government-backed programs are also ensuring that businesses, especially SMEs, can adopt AI solutions to improve productivity and competitiveness. Financial incentives, grants, and tax benefits are being rolled out to accelerate adoption at scale.

Building a Sovereign and Trusted AI Ecosystem

A key pillar of Malaysia’s strategy is trust and governance. Authorities are strengthening data protection laws, cybersecurity frameworks, and AI governance policies to ensure responsible innovation.

Initiatives such as the development of a Sovereign AI Cloud aim to keep data and AI operations within national borders, ensuring security while enabling large-scale deployment of AI technologies.

At the same time, Malaysia is investing heavily in local infrastructure, including data centres and AI platforms, to support domestic innovation and reduce reliance on external systems.

From Policy to Real-World Implementation

Malaysia is moving beyond strategy into execution. Programs like the Government Innovation Initiative (GII) are translating real-world challenges into deployable AI solutions, prioritising locally developed technologies and scalable applications.

Public sector transformation is also underway, with efforts to build an AI-augmented government that uses automation and data-driven decision-making to improve services and efficiency.

Positioning Malaysia as ASEAN’s AI Hub

With sustained investment, strong governance, and a growing talent pool, Malaysia is positioning itself as a competitive AI hub in Southeast Asia. The combination of public-private partnerships, infrastructure development, and policy alignment is creating a scalable ecosystem for innovation.

As global demand for AI solutions continues to rise, Malaysia’s integrated approach, linking policy, infrastructure, and industry adoption, could serve as a model for emerging digital economies.

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5 Powerful Upgrades in GPT-5.5 Push ChatGPT Toward a Superapp Future

OpenAI has officially introduced GPT-5.5, positioning it as a major step toward transforming ChatGPT into a unified “superapp” for work, productivity, and AI-driven tasks. The model is now rolling out across ChatGPT’s Plus, Pro, Business, and Enterprise tiers, signaling a shift from experimental AI tools toward a centralized digital workspace.

This release reflects OpenAI’s broader ambition: to merge chat, coding, research, and browsing into a single platform where users can complete complex workflows without switching between tools.

GPT-5.5 brings stronger reasoning, coding, and task execution

The new model introduces significant improvements in handling multi-step tasks, planning, and tool usage. Unlike previous versions, GPT-5.5 is designed to operate more independently, interpreting vague instructions, executing workflows, and verifying outputs with minimal user intervention.

Key capabilities include:

Advanced agent-like behavior for completing complex tasks
Improved coding and debugging performance
Stronger research and document generation abilities
Enhanced error-checking and self-correction

OpenAI also emphasizes efficiency gains, with GPT-5.5 using fewer tokens for comparable work while maintaining high performance levels.

A strategic shift: ChatGPT as an all-in-one platform

Beyond performance upgrades, GPT-5.5 signals a deeper product strategy. OpenAI is moving toward consolidating multiple tools, such as ChatGPT, Codex, and browsing capabilities, into a single ecosystem.

This “superapp” approach aims to:

Reduce reliance on separate apps for different tasks
Increase productivity within one unified interface
Strengthen user retention and enterprise adoption

Executives highlight that the goal is not just a better model, but a new way of interacting with computers, where AI becomes the primary interface for work and decision-making.

Enterprise focus and competitive pressure intensify

GPT-5.5 is also a clear move toward enterprise dominance. By combining coding, research, and workflow automation into one system, OpenAI is positioning ChatGPT as a central operating layer for businesses.

This comes amid growing competition from rivals like Anthropic and Google, as companies race to define the future of AI-powered productivity platforms.

Why GPT-5.5 matters

GPT-5.5 is more than just another model update-it represents a shift toward AI-native work environments. If OpenAI succeeds, ChatGPT could evolve from a chatbot into a full-scale digital workspace, redefining how individuals and companies interact with software.

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AI-Ready Data Centres 6 Strategic Advantages Powering Dubai Growth

Dubai Integrated Economic Zones Authority (DIEZ) has announced a joint venture with VOLT UAE to develop an advanced AI-ready data centre in Dubai Silicon Oasis. The project will be supported by Schneider Electric and aims to strengthen Dubai’s position as a global hub for digital infrastructure and artificial intelligence.

The new facility will be built within Dubai Silicon Oasis, DIEZ’s specialised economic zone focused on knowledge and innovation. It is designed to support advanced computing, AI applications and critical digital workloads with resilient and secure infrastructure.

AI-ready data centre to support advanced computing

The development will span up to 60,000 square metres and will be implemented in two phases. The first phase will provide 29 MW of available capacity, followed by an additional 100 MW of committed power.

DIEZ will provide the land and core infrastructure, while VOLT UAE will develop, finance, construct and operate the data centre facilities. Schneider Electric will support the project with advanced electrical systems, power distribution and smart data centre infrastructure.

The facility is expected to serve growing demand for high-performance computing and AI infrastructure across the region. It will include reinforced architecture, redundant systems and hardened infrastructure to ensure continuous availability and long-term reliability.

The project also aligns with Dubai’s broader strategy to expand its digital economy and attract future-focused investments. According to DIEZ, the partnership reflects investor confidence in Dubai’s advanced business environment and digital infrastructure.