Connect with us

Society

New Report Highlights Pathways to Inclusive Economic Growth through AI

The WEF’s report offers key strategies for addressing equity concerns, tailoring AI solutions to local needs, and driving sustainable, long-term economic growth.

Published

on

ai 7111802 1280
Image credit: Tung Nguyen from Pixabay

The World Economic Forum (WEF) has released a comprehensive new report that explores how artificial intelligence (AI) can foster inclusive economic growth and societal progress. While AI has the potential to reshape economies and societies, the report underscores the significant challenge of ensuring that its benefits are shared equitably across the globe. The WEF’s report offers key strategies for addressing equity concerns, tailoring AI solutions to local needs, and driving sustainable, long-term economic growth.

Titled Blueprint for Intelligent Economies, the report was developed in collaboration with KPMG and provides a roadmap for governments, businesses, and other stakeholders to advance AI adoption at the national, regional, and global levels. Part of the Forum’s AI Competitiveness through Regional Collaboration Initiative, the report aims to tackle disparities in AI access, infrastructure, computing capabilities, and skills.

“We must recognize that while leveraging AI for economic growth and societal progress is a shared goal, countries and regions start from very different positions,” said Cathy Li, Head of AI, Data, and the Metaverse at the World Economic Forum. “This blueprint serves as a compass, guiding decision-makers toward impact-oriented collaboration and practical solutions that can unlock AI’s full potential.”

National and Regional Collaboration Key to Success

Central to the report’s findings is the emphasis on designing AI strategies that involve a wide range of stakeholders—including governments, businesses, entrepreneurs, civil society, and end-users. Such strategies must be locally driven, supported by high-level leadership, and developed in close consultation with communities to address pressing issues like governance, data privacy, and the impact of AI policies on innovation and investment.

“The significant potential of AI remains largely untapped in many regions worldwide. Establishing an inclusive and competitive AI ecosystem will become a crucial priority for all nations,” remarked Solly Malatsi, Minister of Communications and Digital Technologies of South Africa. “Collaboration among multiple stakeholders at the national, regional, and global levels will be essential in fostering growth and prosperity through AI for everyone.”

Tailored Frameworks for AI Development

The Blueprint for Intelligent Economies draws on global expertise to offer tailored frameworks for nations at different stages of AI development. The report highlights how successful solutions from other regions can be adapted to overcome local challenges. For instance, sharing AI infrastructure and energy resources across regions can alleviate national resource limitations, while centralized data banks can ensure local datasets reflect the diverse needs of communities. Public-private partnerships can also make AI-ready devices more affordable, allowing local innovators to scale their operations.

“All nations have a unique opportunity to advance their economic and societal progress through AI,” said Hatem Dowidar, CEO of E&. “This requires a collaborative approach with intentional leadership from governments, supported by active engagement from all stakeholders at all stages of the AI journey. Regional and global collaborations remain fundamental to addressing shared challenges and ensuring equitable access to key AI capabilities.”

Top Strategic Objectives for AI Development

The report outlines nine strategic objectives to guide AI strategies globally, focusing on three top priorities:

  1. Building Sustainable AI Infrastructure: Developing secure, scalable, and environmentally responsible AI systems is essential for unlocking growth. However, this requires significant investment and cross-sector collaboration.
  2. Curating Diverse and High-Quality Datasets: Data is critical to developing fair, accurate, and equitable AI models. Overcoming challenges like data accessibility, imbalance, and ownership is key to creating datasets that reflect the diversity of populations.
  3. Establishing Robust Ethical and Safety Guardrails: Ethical frameworks and safety standards are necessary to ensure that AI benefits society while minimizing risks. Preventing misuse and promoting responsible development will help build public trust in AI.

The report advocates for a multi-layered approach to advancing these objectives, starting with a focus on sustainable infrastructure and energy use, followed by embedding AI across sectors to drive innovation, and ending with a people-centered approach that prioritizes workforce empowerment and ethical governance.

Public-Private Partnerships Critical for Global AI Adoption

The WEF report also underscores the importance of collaboration between the public and private sectors to accelerate AI adoption. Governments, by implementing supportive policies and incentivizing continuous learning, can unlock AI’s potential as a growth engine and ensure that workers thrive in an AI-powered world.

In support of this vision, the AI Governance Alliance is launching Regional AI Activation Networks. These initiatives, set to roll out across the Middle East, Africa, and Southeast Asia throughout 2025, aim to deliver tailored programs that enhance AI capabilities, promote local data governance, and foster resilient AI value chains in regional ecosystems.

With this new report, the World Economic Forum continues to drive the conversation on how to harness AI for equitable growth, ensuring that no region or community is left behind as the world moves into an increasingly AI-powered future.

Technology

From Tehran Rooftops To Orbit: How Elon Musk Is Reshaping Who Controls The Internet

How Starlink turned the sky into a battleground for digital power — and why one private network now challenges the sovereignty of states

Dipin Damodharan

Published

on

From Tehran Rooftops To Orbit: How Starlink Is Reshaping Who Controls The Internet
AI-assisted illustration | S James / EdPublica

On a rooftop in northern Tehran, long after midnight, a young engineering student adjusts a flat white dish toward the sky. The city around him is digitally dark—mobile data throttled, social media blocked, foreign websites unreachable. Yet inside his apartment, a laptop screen glows with Telegram messages, BBC livestreams, and uncensored access to the outside world.

Scenes like this have appeared repeatedly in footage from Iran’s unrest broadcast by international news channels.

But there’s a catch. The connection does not travel through Iranian cables or telecom towers. It comes from space.

Above him, hundreds of kilometres overhead, a small cluster of satellites belonging to Elon Musk’s Starlink network relays his data through the vacuum of orbit, bypassing the state entirely.

For governments built on control of information, this is no longer a technical inconvenience. It is a political nightmare. The image is quietly extraordinary. Not because of the technology — that story is already familiar — but because of what it represents: a private satellite network, owned by a US billionaire, now functioning as a parallel communications system inside a sovereign state that has deliberately tried to shut its citizens offline.

The Rise of an Unstoppable Network

Starlink, operated by Musk’s aerospace company SpaceX, has quietly become the most ambitious communications infrastructure ever built by a private individual.

As of late 2025, more than 9,000 Starlink satellites orbit Earth in low Earth orbit (LEO) (SpaceX / industry trackers, 2025). According to a report in Business Insider, the network serves over 9 million active users globally, and Starlink now operates in more than 155 countries and territories (Starlink coverage data, 2025).

It is the largest satellite constellation in human history, dwarfing every government system combined.

This is not merely a technology story. It is a power story.

Unlike traditional internet infrastructure — fibre cables, mobile towers, undersea routes — Starlink’s backbone exists in space. It does not cross borders. It does not require landing rights in the conventional sense. And, increasingly, it does not ask permission.

Iran: When the Sky Replaced the State

During successive waves of anti-government protests in Iran, authorities imposed sweeping internet shutdowns: mobile networks crippled, platforms blocked, bandwidth throttled to near zero. These tactics, used repeatedly since 2019, were designed to isolate protesters from each other and from the outside world.

They did not fully anticipate space-based internet.

By late 2024 and 2025, Starlink terminals had begun appearing clandestinely across Iranian cities, smuggled through borders or carried in by diaspora networks. Possession is illegal. Penalties are severe. Yet the demand has grown.

Because the network operates without local infrastructure, users can communicate with foreign media, upload protest footage in real time, coordinate securely beyond state surveillance, and maintain access even during nationwide blackouts.

The numbers are necessarily imprecise, but multiple independent estimates provide a sense of scale. Analysts at BNE IntelliNews estimated over 30,000 active Starlink users inside Iran by 2025.

Iranian activist networks suggest the number of physical terminals may be between 50,000 and 100,000, many shared across neighbourhoods. Earlier acknowledgements from Elon Musk confirmed that SpaceX had activated service coverage over Iran despite the lack of formal licensing.

This is what alarms governments most: the state no longer controls the kill switch.

www.edpublica.com
Infographics: created using NotebookLM. Concept & Analysis: EdPublica. Sources: International Telecommunication Union (ITU) reports; telecom shutdown analyses; SpaceX technical documentation; industry studies

Ukraine: When One Man Could Switch It Off

The power — and danger — of this new infrastructure became even clearer in Ukraine.

After Russia’s 2022 invasion, Starlink terminals were shipped in by the thousands to keep Ukrainian communications alive. Hospitals, emergency services, journalists, and frontline military units all relied on it. For a time, Starlink was celebrated as a technological shield for democracy.

Then came the uncomfortable reality.

Investigative reporting later revealed that Elon Musk personally intervened in decisions about where Starlink would and would not operate. In at least one documented case, coverage was restricted near Crimea, reportedly to prevent Ukrainian drone operations against Russian naval assets.

The implications were stark: A private individual, accountable to no electorate, had the power to influence the operational battlefield of a sovereign war. Governments noticed.

www.edpublica.com 1
Infographics: created using NotebookLM. Concept & Analysis: EdPublica. Sources: SpaceX disclosures, Business Insider, satellite trackers, Starlink coverage data

Digital Sovereignty in the Age of Orbit

For decades, states have understood sovereignty to include control of national telecom infrastructure, regulation of internet providers, the legal authority to impose shutdowns, the power to filter, censor, and surveil.

Starlink disrupts all of it.

Because, the satellites are in space, outside national jurisdiction. Access can be activated remotely by SpaceX, and the terminals can be smuggled like USB devices. Traffic can bypass domestic data laws entirely.

In effect, Starlink represents a parallel internet — one that states cannot fully regulate, inspect, or disable without extraordinary countermeasures such as satellite jamming or physical raids.

Authoritarian regimes view this as foreign interference. Democratic governments increasingly see it as a strategic vulnerability. Either way, the monopoly problem is the same: A single corporate network, controlled by one individual, increasingly functions as critical global infrastructure.

How the Technology Actually Works

The power of Starlink lies in its architecture. Traditional internet depends on fibre-optic cables across cities and oceans, local internet exchanges, mobile towers and ground stations, and centralised chokepoints.

Starlink bypasses most of this. Instead, it uses thousands of LEO satellites orbiting at ~550 km altitude, user terminals (“dishes”) that automatically track satellites overhead, inter-satellite laser links, allowing data to travel from satellite to satellite in space, and a limited number of ground gateways connecting the system to the wider internet.

This design creates resilience: No single tower to shut down, no local ISP to regulate, and no fibre line to cut.

For protesters, journalists, and dissidents, this is transformative. For governments, it is destabilising.

A Private Citizen vs the Rules of the Internet

The global internet was built around multistakeholder governance: National regulators, international bodies like the ITU, treaties governing spectrum use, and complex norms around cross-border infrastructure.

Starlink bypasses much of this through sheer technical dominance, and it has become a company that: owns the rockets, owns the satellites, owns the terminals, controls activation, controls pricing, controls coverage zones… effectively controls a layer of global communication.

This is why policymakers now speak openly of “digital sovereignty at risk”. It is no longer only China’s Great Firewall or Iran’s censorship model under scrutiny. It is the idea that global connectivity itself might be increasingly privatised, personalised, and politically unpredictable.

www.edpublica.com 2
Infographics: created using NotebookLM. Concept & Analysis: EdPublica. Sources: BNE IntelliNews, Reuters, investigative journalism, activist networks, policy reports

The Unanswered Question

Starlink undeniably delivers real benefits, it offers connectivity in disaster zones, internet access in rural Africa, emergency communications in war, educational access where infrastructure never existed.

But it also raises an uncomfortable, unresolved question: Should any individual — however visionary, however innovative — hold this much power over who gets access to the global flow of information?

Today, a protester in Tehran can speak to the world because Elon Musk chooses to allow it.

Tomorrow, that access could disappear just as easily — with a policy change, a commercial decision, or a geopolitical calculation.The sky has become infrastructure. Infrastructure has become power. And power, increasingly, belongs not to states — but to a handful of corporations.

There is another layer to this power calculus — and it is economic. While Starlink has been quietly enabled over countries such as Iran without formal approval, China remains a conspicuous exception. The reason is less technical than commercial. Elon Musk’s wider business empire, particularly Tesla, is deeply entangled with China’s economy. Shanghai hosts Tesla’s largest manufacturing facility in the world, responsible for more than half of the company’s global vehicle output, and Chinese consumers form one of Tesla’s most critical markets.

Chinese authorities, in turn, have made clear their hostility to uncontrolled foreign satellite internet, viewing it as a threat to state censorship and information control. Beijing has banned Starlink terminals, restricted their military use, and invested heavily in its own rival satellite constellation. For Musk, activating Starlink over China would almost certainly provoke regulatory retaliation that could jeopardise Tesla’s operations, supply chains, and market access. The result is an uncomfortable contradiction: the same technology framed as a tool of freedom in Iran or Ukraine is conspicuously absent over China — a reminder that even a supposedly borderless internet still bends to the gravitational pull of corporate interests and geopolitical power.

Continue Reading

Climate

Ancient lake sediments suggest India’s monsoon was far stronger during medieval warm period

New palaeoclimate evidence from central India suggests that the Indian Summer Monsoon was significantly stronger during the medieval warm period than previously believed

Published

on

Ancient lake sediments suggest India’s monsoon was far stronger during medieval warm period
Image credit: Ankit Rainloure/Pexels

India’s monsoon history may be more intense than previously assumed, according to new palaeoclimate evidence recovered from lake sediments in central India. Scientists analysing microscopic pollen preserved in Raja Rani Lake, in present-day Korba district of Chhattisgarh, have found signs of unusually strong and sustained Indian Summer Monsoon rainfall between about 1,060 and 1,725 CE.

The findings come from researchers at the Birbal Sahni Institute of Palaeosciences (BSIP), an autonomous institute under the Department of Science and Technology, and are based on a detailed reconstruction of vegetation and climate in India’s Core Monsoon Zone (CMZ)—the region that receives nearly 90 percent of the country’s annual rainfall from the Indian Summer Monsoon.

Reading climate history from pollen

Researchers extracted a 40-centimetre-long sediment core from Raja Rani Lake. These layers of mud record environmental changes spanning roughly the last 2,500 years. Embedded within them are fossil pollen grains released by plants that once grew around the lake.

By identifying and counting these grains—a method known as palynology—the team reconstructed past vegetation patterns and inferred climate conditions. Forest species that thrive in warm, humid environments point to periods of strong rainfall, while grasses and herbs are indicators of relatively drier phases.

According to the scientists, the pollen record from the medieval period shows a clear dominance of moist and dry tropical deciduous forest taxa. This points to a persistently warm and humid climate in central India, driven by a strong monsoon system, with no evidence of prolonged dry spells within the CMZ during that time.

Medieval Climate Anomaly linked to stronger monsoon

The period of intensified rainfall coincides with the Medieval Climate Anomaly (MCA), a globally recognised warm phase dated to roughly 1,060–1,725 CE. The study suggests that the strengthened Indian Summer Monsoon during this interval was shaped by a combination of global and regional drivers.

In a media statement, the researchers noted that La Niña–like conditions—typically associated with stronger Indian monsoons—may have prevailed during the MCA. Other contributing factors likely included a northward shift of the Inter Tropical Convergence Zone, positive temperature anomalies, higher sunspot numbers and increased solar activity.

Why this matters today

The Core Monsoon Zone is particularly sensitive to fluctuations in the Indian Summer Monsoon, making it a key region for understanding long-term hydroclimatic variability during the Late Holocene (also known as the Meghalayan Age). Scientists say insights from this period are crucial for contextualising present-day monsoon behaviour under ongoing climate change.

The BSIP team said high-resolution palaeoclimate records such as these can strengthen climate models used to simulate future rainfall patterns. Beyond academic interest, the findings have implications for water management, agriculture and climate-resilient policy planning in monsoon-dependent regions.

By revealing that central India once experienced a more intense and sustained monsoon than previously recognised, the study adds a deeper historical perspective to debates on how the Indian monsoon may respond to current and future warming.

Continue Reading

Society

Reliance to build India’s largest AI-ready data centre, positions Gujarat as global AI hub

As part of making Gujarat India’s artificial intelligence pioneer, in Jamnagar we are building India’s largest AI-ready data centre: Mukesh Ambani

Published

on

interview 3

Reliance Industries Limited, India’s largest business group, has announced plans to build the country’s largest artificial intelligence–ready data centre in Jamnagar, a coastal industrial city in the western Indian state of Gujarat, as part of a broader push to expand access to AI technologies at population scale.

The announcement was made by Mukesh Ambani, chairman and managing director of Reliance Industries, during the Vibrant Gujarat Regional Conference for the Kutch and Saurashtra region, a government-led investment and development forum focused on regional economic growth.

Ambani said the Jamnagar facility is being developed with a single objective: “Affordable AI for every Indian.” He positioned the project as a foundational investment in India’s digital infrastructure, aimed at enabling large-scale adoption of artificial intelligence across sectors including industry, services, education and public administration.

“As part of making Gujarat India’s artificial intelligence pioneer, in Jamnagar we are building India’s largest AI-ready data centre,” Ambani said, adding that the facility is intended to support widespread access to AI tools for individuals, enterprises and institutions.

Reliance also announced that its digital arm, Jio, will launch a “people-first intelligence platform,” designed to deliver AI services in multiple languages and across consumer devices. According to Ambani, the platform is being built in India for both domestic and international users, with a focus on everyday productivity and digital inclusion.

The AI initiative forms part of Reliance’s broader commitment to invest approximately Rs 7 trillion (about USD 85 billion) in Gujarat over the next five years. The company said the investments are expected to generate large-scale employment while positioning the region as a hub for emerging technologies.

The Jamnagar AI data centre is being developed alongside what Reliance describes as the world’s largest integrated clean energy manufacturing ecosystem, encompassing solar power, battery storage, green hydrogen and advanced materials. Ambani said the city, historically known as a major hub for oil refining and petrochemicals, is being re-engineered as a centre for next-generation energy and digital technologies.

The announcements were made in the presence of Indian Prime Minister Narendra Modi and Gujarat Chief Minister Bhupendra Patel, underscoring the alignment between public policy and private investment in India’s long-term technology and infrastructure strategy.

Continue Reading

Trending