Companies that can control rapidly rising artificial intelligence costs may gain an advantage as AI models become increasingly commoditized, according to PwC.

The professional services firm said AI cost-control tools are becoming widespread and standardized, making them necessary to compete but less useful as a differentiator. Disciplined spending could also free capital for additional AI initiatives and create a compounding advantage.

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One global technology company reportedly cut the cost of each AI run by 65% to 80%, allowing it to run three to five times as much AI on the same budget.

Why AI Spending Keeps Rising

Token prices are falling, but total AI spending continues to increase as lower unit costs encourage broader deployment. More workflows can also mean more calls, retries and system dependencies.

“Everyone tries to use AI everywhere, even if it just makes workflows more complex and expensive,” PwC said, noting that access to the same underlying models limits the competitive value of higher spending.

Companies also often lack visibility into token consumption and where waste occurs.

Hidden Costs Add Up

AI expenses can accumulate across planning, tool use, retrieval, reasoning, orchestration, safeguards, logging and review. Indirect infrastructure costs are also often excluded from initial budgets.

Agent-based systems can increase spending further by creating plans, delegating tasks, retrieving information or repeating processes when results fall short.

Model costs vary sharply, with PwC estimating that one million tokens can cost anywhere from pennies to $50. Choosing the cheapest model is not necessarily the best option because weaker systems can create additional work, poor decisions or compliance problems.

Financial Discipline Can Reduce Waste

PwC recommends examining three sources of AI cost overruns: rates, such as supplier price changes; volume, including excessive calls and retries; and mix, meaning the wrong model tier for a task.

Its operating model calls for assessing cost and value before development, redesigning systems to eliminate waste, linking spending to business outcomes and reinvesting savings in additional AI projects.

Companies can reduce costs by limiting unnecessary context, combining tasks into fewer calls, setting spending limits and routing work to the least expensive suitable model. PwC said these controls should be built into AI systems through budget limits, routing rules, workflow thresholds and audit trails.

Human Oversight Still Matters

Automated controls do not replace human oversight. PwC said technology should flag decisions for review and provide the information needed to align actions with business priorities.

In the technology company case study, the approach cut average runtime from 12 hours to four hours while maintaining output quality. PwC recommends tracking the cost of each AI workflow against its business outcome, putting AI spending on the CFO’s agenda and preparing for more outcome-based vendor pricing.

Discipline May Define The Next AI Advantage

PwC said companies should start with their most valuable AI applications, where better cost management and governance can deliver the greatest returns.

“The next round of AI advantage won’t go to whoever runs the most powerful models,” PwC said, noting that many companies will use the same underlying systems.

“Advantage will likely go to whoever runs them with more discipline,” the firm concluded.

Market production in the European Union fell 0.1% in June, as weaker construction and services activity outweighed a modest increase in trade, according to Eurostat.

Monthly Output Turns Lower

Compared with May, total market production declined 0.1% in the EU and 0.2% in the euro area. The figures point to a modest loss of momentum across the market economy at the end of the second quarter.

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The total market production index, or TMPI, combines short-term indicators for industry, construction, services and trade, providing a broader measure of private-sector activity.

Construction And Services Lead Decline

Construction output fell 1% in June, while services production declined 0.2%. Trade provided some support, rising 0.3% during the month.

Industrial production was unchanged from May, indicating that the overall decline was concentrated in construction and services rather than spread across all sectors.

Euro Area Posts Larger Decline

In the euro area, total market production fell 0.2% from May. The slightly sharper decline reflected the same weakness in construction and services, while the overall downturn remained limited.

Annual Growth Remains Positive

Despite the monthly decline, market production remained above year-earlier levels. Compared with June 2025, total market production increased 1% in the EU and 0.7% in the euro area.

The annual gains indicate that the broader market economy continued to expand, although June data showed a softer pace and uneven performance across sectors.

China is promoting open-source artificial intelligence development and international cooperation as Beijing seeks greater influence over how AI is built, deployed and governed.

Chinese AI companies have gained attention for developing open-source models whose underlying code can be accessed and adapted by users. The approach has helped position China as a competitor in the global race to shape AI development and policy.

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Xi Backs Open AI Ecosystem

At a recent summit, Chinese leader Xi Jinping said Beijing would support an initiative on “open-source and inclusive A.I.” and encourage cooperation on developing and applying large language models, according to a readout by state broadcaster CCTV.

The initiative would also include specialized research and training programs for BRICS countries, Xi said, with the goal of building an open AI ecosystem.

BRICS, which includes China, Russia and India among other emerging economies, was founded in 2009 as a platform for countries seeking greater influence in global institutions.

Beijing Seeks Role In AI Governance

Xi also called for a broad, consensus-based global framework for AI governance. The proposal signals that Beijing aims to influence not only AI development but also the rules governing the technology.

His comments come as policymakers and technology executives raise concerns that AI development could outpace efforts to manage its risks.

AI Could Feature In Trump-Xi Talks

Xi is expected to visit the United States this month for talks with President Donald Trump, with AI governance potentially on the agenda.

Governments are increasingly weighing how to support AI innovation while maintaining oversight of a technology advancing faster than existing regulatory frameworks.

Cyprus’ employment rate for people aged 20 to 64 held at 82.3% in the second quarter of 2026, remaining well above the European Union average, according to Eurostat.

Cyprus Stays 5.9 Points Above EU Average

The rate was unchanged from the first quarter and stood 5.9 percentage points above the EU average, which edged up to 76.4% from 76.3%.

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Employment rose in 14 EU countries between the first and second quarters, remained unchanged in four, including Cyprus, and fell in nine.

Portugal And Malta Lead Quarterly Gains

Portugal and Malta recorded the largest quarterly increases, at 0.6 percentage points each. Greece followed with a 0.5-point gain, while Latvia and Slovenia each rose 0.4 points.

Austria recorded the sharpest decline, at 0.4 percentage points. Lithuania and Sweden followed, both down 0.3 points.

EU Labour Market Slack Holds At 11%

Labour market slack, which measures unused labour capacity among people aged 20 to 64, stood at 11% across the EU in the second quarter, unchanged from the previous quarter.

The measure includes unemployed people as well as others with an unmet need for work, providing a broader picture of underused labour capacity than the unemployment rate alone.

Global tax policy is becoming more fragmented as companies navigate overlapping forums, uneven implementation timelines and growing links between tax, trade and industrial policy.

A More Fragmented Policy Environment

“Companies today are operating in a world marked by changing relationships and evolving alliances, where cooperation often takes a backseat to competitiveness,” said Aruna Kalyanam, EY Global and EY Americas Tax Policy Leader.

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EY’s 2026 Tax Policy and Controversy Outlook examines how these shifts could affect corporate tax strategy, compliance and dispute risk. The OECD Inclusive Framework remains central to international tax work, but its current focus is increasingly on administration and implementation, particularly Pillar Two and the global minimum tax rules.

Progress on Pillar One remains stalled, although countries continue to explore whether negotiations can resume. The US has called for a return to first principles, while EY said efforts may increasingly focus on limiting digital services taxes rather than creating a multilateral system for reallocating taxing rights.

UN Develops A Separate Tax Track

The United Nations is developing a Framework Convention on International Tax Cooperation, with results expected in late 2027. The process aims to broaden participation in global tax rulemaking and strengthen developing countries’ role in decisions on cross-border taxation.

Unlike the OECD process, UN decision-making does not require consensus, allowing substantive issues to be settled by majority vote, including a two-thirds threshold for protocols. The negotiations also place greater emphasis on source-based taxation.

Although the UN Committee of Experts on International Cooperation in Tax Matters produces non-binding guidance, EY said its work could increasingly influence treaty practice and the Framework Convention.

Businesses Face A More Complex Burden

Multiple tax negotiations can now proceed simultaneously, creating requirements and timelines that do not always align. EY said companies therefore need to manage policy developments across several forums rather than focus on individual tax rules.

AI is adding another dimension to tax administration, with authorities using it for fraud detection, risk assessment, compliance monitoring and taxpayer services.

“In a fragmented global policy environment, tax leaders need more than technical insight – they need intelligent systems that can connect data, model outcomes and respond at speed,” said Martin Fiore, EY Americas Vice Chair – Tax.

Tax, Trade And Industrial Policy Converge

Tax, trade and industrial policy are increasingly connected, EY said, as tariffs, supply-chain pressures, national security concerns, investment incentives and revenue needs influence decisions together.

“Tariff pressure, supply chain shifts, global tax negotiations and increasing enforcement are so closely linked and require companies to very quickly navigate risk, capture opportunities and make strategic decisions on where to operate,” said Lynlee Brown, Partner, Global Trade, Ernst & Young LLP.

Unilateral Measures Gain Ground

As multilateral negotiations move slowly, governments are increasingly turning to unilateral measures to raise revenue or protect their tax bases.

EY also highlighted smaller alliances such as the Australia-Canada-India Technology and Innovation trilateral partnership, which focuses on critical minerals, emerging technologies and supply-chain resilience. A memorandum of understanding establishing the partnership was signed in March 2026.

What Companies Need To Do

EY said businesses should integrate tax, trade, legal, finance and supply-chain teams when assessing policy risks. Scenario planning can be more useful than predicting a single outcome while negotiations remain unresolved.

Real-time monitoring, reliable data systems and agile governance can help companies respond before policy changes affect operations.

A Patchwork Future For Global Tax Rules

EY expects global tax cooperation to evolve through a mix of agreements, workarounds and negotiated trade-offs rather than a single comprehensive framework. Companies will need to integrate tax, trade and broader business decisions while monitoring developments across different forums.

The result is likely to be a global tax system where cooperation continues, but increasingly through regional arrangements and national initiatives rather than one unified process.

The Digital Cooperation Organisation has launched an international artificial intelligence challenge seeking practical solutions to water-sector problems, opening the programme to innovators from Cyprus and other member states.

Cyprus Innovators Can Apply

As a DCO member, Cyprus is eligible for the Future Makers AI Challenge for Critical Sustainability. Startups, researchers, innovators and technology teams can apply with AI-enabled solutions for water management and sustainability.

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Saudi Arabia’s Ministry of Environment, Water and Agriculture, the Research, Development and Innovation Authority, and King Abdulaziz City for Science and Technology are delivering the initiative with the DCO.

Focus On Water Efficiency And Resilience

Across DCO member states, the challenge targets operational problems that affect water systems. Priority is given to technologies that can improve efficiency while reducing waste, resource use and environmental impact.

Potential solutions include technologies that reduce water losses, lower energy consumption, support reuse and recycling, and strengthen the resilience of the wider water value chain.

From Innovation To Deployment

Future Makers is delivered through NexaBridge, the DCO’s open innovation platform connecting business challenges with technology teams and supporting promising solutions toward commercial deployment.

Selected teams will be able to develop and demonstrate their solutions, while successful participants could have an opportunity to test their technologies under controlled conditions in Saudi Arabia. Solutions could then be adapted for use across other DCO member states.

Opportunity For Cyprus

For Cyprus, the challenge is particularly relevant because limited water resources make efficient supply management a strategic priority. Local participation could provide innovators with a platform to develop and test technologies addressing a key economic and environmental constraint.

Eligible participants include innovators, researchers, startups and technology teams with AI-enabled solutions addressing the identified water-sector priorities. Applicants can also adapt existing expertise to the challenge or seek partnerships with teams from other countries.

Applications Close October 4

The initiative aims to move water-sector innovation from research and development toward practical deployment. Applications for the Future Makers AI Challenge for Critical Sustainability close on October 4, 2026.

Established to promote digital cooperation among member states, the DCO focuses on technology, innovation and digital transformation. Cyprus’s membership gives local businesses and researchers access to cross-border initiatives supporting technology-led solutions.

Speaking at a meeting with the deputy ministry, the hoteliers’ association Pasyxe and tourism bodies in Limassol, Tourism Minister Kostas Koumis said the year is now expected to close with a decline of around 5%, despite what he described as a successful response to earlier disruptions.

Summer Losses Narrow As Recovery Takes Shape

The decline eased to around 1% in June and just over 1% in July, while August data have not yet been released. The first seven months recorded an 8% decline, Koumis said.

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“The total percentage for the first seven months of the year has dropped to 8 per cent, and I emphasise the word dropped because it indicates that the decrease is clearly now on a downward path,” Koumis said.

He pointed to the crisis earlier this year, when a drone strike at RAF Akrotiri and the US-Israeli conflict with Iran triggered thousands of cancellations and a freeze in reservations. Authorities responded with a series of measures as the scale of the disruption became clear, he said.

Limassol’s Capacity Challenge Remains

Limassol Tourism Board President Andreas Tsouloftas said the conversion of small hotels into short-term residential units has reduced available bed capacity. He said this limits the city’s ability to expand beyond its current 12% share of national tourism.

“It would be a good thing if there were interest or some incentives to increase these beds, instead of focusing on just attracting higher spending visitors,” he said.

Pollution Concerns Remain With Shipping Authorities

Asked about reported pollution off the Limassol coast, Koumis said the issue falls under the responsibility of the deputy shipping ministry.

“We know that the issue has already been analysed, it will be managed by the competent authorities of the country and from there on we hope that a solution will be found in the long term,” he said.

Tourism Groups Strengthen Promotion

Pasyxe’s Limassol chief Christos Tsanos said the association is strengthening promotional efforts with the Employers and Industrialists Federation (Oev), the Cyprus Chamber of Commerce and Industry (Keve) and the municipality.

The European Space Agency is assessing whether to increase the launch tempo of its Ariane 6 and Vega-C rockets as satellite demand is expected to peak around 2030.

ESA Director General Josef Aschbacher said a decision may be needed soon if current forecasts hold. Speaking to reporters at an event organized by the AJPAE aerospace media association, he said Europe could face a launch-capacity shortfall later this decade.

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Launch Demand Could Outpace Capacity

Arianespace’s latest forecast calls for nine or 10 Ariane 6 launches annually from 2027. Europe’s own missions, along with potential additional commercial business from Amazon and other customers, could push demand beyond that capacity, Aschbacher said.

“Of course the question is, can we satisfy all these launches? That’s exactly the assessment we are doing right now,” he said, adding that no final decisions have been made.

ESA is already developing its estimates, but Aschbacher said capacity would need to be expanded soon to meet potential launch requirements in 2030. Amazon has booked 18 launches, adding to demand for European launch services.

ESA Considers European Human Spaceflight

The capacity debate comes as ESA’s 23 member states consider whether Europe could eventually send astronauts into orbit on European rockets rather than relying on U.S. launch vehicles.

Officials have described the initiative as a political decision that could increase ESA’s budget by about 10%, depending on how it is financed. The issue is expected to be discussed at a space summit hosted by France next week.

ESA Signals Role In Satellite Industry Consolidation

Aschbacher also indicated that ESA could use its purchasing power to support competition in Europe’s satellite manufacturing industry as a major merger faces antitrust scrutiny.

Airbus, Thales and Leonardo announced plans last year to combine their satellite manufacturing operations into a new company, code-named Project Bromo. The deal remains subject to regulatory approval.

ESA is not involved in the negotiations, but accounts for about 60% of public-sector satellite spending in Europe. Aschbacher declined to support or oppose the transaction, saying the decision rests with the companies and the European Commission.

ESA could instead use industrial policy tools to protect Europe’s wider space ecosystem, including supply chains, he said. Germany’s OHB, the main domestic European competitor to the proposed group, has warned that the merger could weaken its supply network.

Airbus and its partners argue that competition should be assessed globally rather than only within Europe. They point to the need for European companies to compete with Starlink and other large-scale satellite operators led by Elon Musk.

Fifty leading European CEOs and investors have called on EU lawmakers to resist watering down the bloc’s proposed EU Inc. legislation, warning that a weakened version could fail to deliver the scale and simplicity Europe’s founders need to compete globally.

A Bid To Simplify Europe’s Fragmented Business Landscape

The proposed law is designed to make it cheaper and easier for companies to launch and operate across EU borders. Backers say it could remove some of the administrative friction that has long made it difficult for startups and scaleups to grow beyond their home markets.

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Brussels is expected to approve the measure by year-end, but negotiations suggest the final text may fall short of what many founders had hoped for. For a continent where businesses still confront 27 different legal and regulatory systems, even modest reform is being watched closely.

Why Founders See It As A Competitiveness Test

The legislation is part of the European Commission’s broader push to improve the bloc’s competitiveness. Supporters argue that Europe’s companies struggle to scale because legal fragmentation creates red tape, raises compliance costs and slows expansion inside the single market.

In their letter to policymakers, the signatories said lawmakers must ensure the final version creates “a genuinely European company form, rather than adding another layer on top of 27 national systems.”

Among the signatories are investors from Index Ventures, Accel, Balderton, Atomico and EQT.

The Core Demands From Investors And Founders

The group is urging policymakers to preserve the freedom to choose a registered office, allowing founders to base their company in one EU country without being forced to locate all operations there.

They also want eligibility for EU Inc. to extend beyond “innovative” startups. Critics of a narrower approach argue that restricting access could limit adoption and undermine the law’s usefulness. Supporters of tighter rules, however, say a broader scheme could become unwieldy and lose its focus.

Another key demand is the creation of a single, authoritative European register rather than a patchwork interface built on top of 27 national systems. Proponents say such a structure would make company records easier to search and verify across borders.

The signatories are also pushing for employees to be taxed only when they sell company shares, and for employment protections to remain tied to the country where workers are actually based.

What Is At Stake

For Europe’s startup ecosystem, the debate is about more than legal design. It is a test of whether the bloc can build a framework that supports rapid growth at scale, rather than one that simply overlays another layer of complexity on an already fragmented market.

If lawmakers adopt a streamlined version, EU Inc. could become a meaningful step toward a more integrated European business environment. If they do not, founders and investors warn, the law risks becoming another well-intentioned reform that is too diluted to matter.

Cypriot households and businesses could face prolonged financial pressure if the Middle East conflict drives oil prices higher and keeps eurozone inflation elevated.

Economists said the European Central Bank’s latest projections, which see inflation returning to its 2% target only by the end of 2027, suggest price pressures may persist over the medium term.

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Higher Oil Prices Could Bring More Rate Hikes

Sofronis Clerides, an economist at the University of Cyprus, said the ECB’s latest rate increase was broadly expected but warned that a worsening geopolitical situation could push oil prices and inflation higher.

“If the war situation continues to worsen, there is likely to be greater pressure on oil prices and consequently greater inflationary pressures and further interest rate increases in the coming months,” Clerides said.

Floating-rate borrowers would feel the impact most quickly as higher policy rates raise monthly loan repayments and business financing costs. Clerides urged households and companies to plan for the possibility of further increases.

Inflation May Take Longer To Ease

Clerides said the ECB’s end-2027 inflation forecast indicates that policymakers expect current price pressures to persist before eventually easing.

The timeline also suggests that recent rate increases could take months to fully affect economic activity. ECB President Christine Lagarde has said the inflation outlook remains dependent on how the energy shock develops.

Cost-Push Inflation Creates A Policy Dilemma

Marios Christou, an economist at the University of Nicosia, said renewed Middle East fighting and continued tensions involving the US and Iran could further increase oil prices.

Higher energy costs feed into production, transportation and operating expenses, pushing consumer prices higher even without strong demand. “Here we have an increase in inflation, not so much because of demand, but because of rising costs, or cost-push inflation,” Christou said.

That makes the ECB’s response more difficult because higher interest rates are designed primarily to reduce demand, while the current pressure is coming largely from higher costs.

Mortgage Holders Face Particular Pressure

Lower-income households have less room to absorb higher living costs, while people with floating-rate loans face rising repayments. Mortgage holders are particularly exposed because housing loans are typically large and extend over many years.

“The problem arises with mortgages because the loan amounts are high,” Christou said, noting that even changes in interest costs can create significant pressure over long repayment periods.

For Cyprus, prolonged inflation and higher rates could reduce disposable income, increase debt-servicing costs and weigh on household consumption. Businesses could also face higher financing costs as geopolitical uncertainty complicates investment decisions.

Christou said households could face more than a year of continued pressure if inflation does not return to the ECB’s target until the end of 2027.