UK Economic Survey 2026

 The sources emphasize that fiscal and macroeconomic stability are the foundational pillars of the UK government’s broader strategy to address long-standing structural issues and revitalize the economy. While the economy has stabilized following a series of major shocks—including the pandemic, energy price spikes, and the exit from the EU Single Market—it continues to face a "subdued" growth environment characterized by weak productivity and persistent regional disparities.

Macroeconomic Stability and Policy Mix

The current macroeconomic environment is defined by a restrictive policy mix intended to durably control inflation and rebuild fiscal buffers.

• Monetary Policy: The Bank of England has begun a gradual withdrawal of monetary restriction, yet a cautious, data-dependent approach remains necessary because underlying domestic price pressures—particularly from wages and services inflation—remain elevated. Anchoring long-term inflation expectations is seen as vital for maintaining stability amidst high global energy price volatility.
• Financial Stability: While the UK banking system is well-capitalized and resilient, stability risks have shifted toward the non-bank financial sector. Non-bank financial intermediaries now hold a significant portion of government debt, and their interconnectedness with the broader system increases the economy's exposure to sudden liquidity shocks.

Fiscal Stability and the New Framework

Fiscal discipline is described as essential given the UK's high public debt (above 100% of GDP) and substantial interest payments.

• Revised Fiscal Rules: A new fiscal framework introduced in 2024 seeks to balance investment with sustainability by targeting a current budget surplus (excluding capital investment) by the third year of the forecast and reducing public sector net financial liabilities (PSNFL) by the fifth year.
• Headroom Vulnerabilities: Despite these improvements, fiscal decisions remain highly sensitive to short-term changes in "headroom" against these rules, which can weaken policy predictability and encourage frequent, small-scale adjustments rather than long-term planning.
• Long-Term Debt Sustainability: Without significant reform, long-term fiscal sustainability is at risk. Projections show that under current policies, costs from an ageing population, climate change mitigation, and rising defense needs could drive gross public debt toward 200% of GDP by 2050.

The Structural Context: The "Growth Mission"

The government's "Growth Mission" is the primary vehicle for reconciling stability with structural reform. The sources identify several deep-seated structural constraints that must be addressed to ensure long-term stability:

• Productivity Stagnation: Weak productivity growth since the mid-2010s has eroded the UK's potential output, driven by low business investment and skill mismatches.
• Labor Supply Pressures: A rise in health-related inactivity and changes in migration patterns have weakened labor market participation, further constraining growth and putting pressure on the financing base for state pensions.
• Energy Insecurity: Continued reliance on natural gas leaves the economy highly exposed to global price shocks, which undermines both macroeconomic stability and household affordability.

Pathways to Lasting Stability

Sustaining stability will require a comprehensive package of fiscal and structural reforms. The sources highlight that structural reforms to boost labor supply and productivity (the "green line" in fiscal scenarios) are just as critical as fiscal discipline for putting public debt on a sustainable path. Key recommendations include:

• Pension Reform: Reforming the state pension triple lock is essential to reduce fiscal uncertainty and containment of long-term spending.
• Public Sector Efficiency: Achieving planned 5% productivity gains in the public sector, particularly within the National Health Service (NHS), is necessary to manage rising demand without further increasing the tax burden.
• Tax Efficiency: Broadening tax bases and phasing out inefficient tax expenditures (currently costing about 7% of GDP) would rebuild fiscal space while supporting economic efficiency.

The sources identify deep-seated structural growth constraints as the primary drivers of the UK’s "subdued" economic activity and stagnant living standards over the past decade. These constraints have eroded the economy's potential output and amplified its vulnerability to external shocks, such as global energy price spikes.

Within the broader context of structural issues and stability, the following factors are highlighted as the most significant barriers to growth:

1. Productivity Stagnation and Diffusion Gaps

The UK’s slowdown since the mid-2010s is primarily attributed to weak productivity growth. This is underpinned by:

• Subdued Business Investment: Persistent uncertainty and frequent policy shifts have stifled investment, which remains a long-standing weakness.
• Weak Diffusion of Innovation: While the UK has a dynamic innovation frontier, new technologies and practices are slow to spread beyond "frontier firms" to the wider firm population.
• Concentrated Finance: Risk finance and equity investment are heavily concentrated in London and the South East, acting as a binding constraint on the ability of firms in other regions to scale and anchor productivity gains locally.

2. Labor Supply and Human Capital Pressures

The sources characterize the labor market as a major structural constraint, where high employment rates mask underlying weaknesses:

• Health-Related Inactivity: A significant rise in long-term sickness has reduced labor participation.
• Skill Mismatches: Persistent shortages and vacancy rates differ markedly by region, often hindered by a lack of local delivery capacity.
• Mobility Barriers: A tight housing market and high transaction costs (such as stamp duty) act as a structural constraint on labor mobility, preventing workers from moving to more productive cities.

3. Infrastructure and Planning Bottlenecks

The physical and regulatory environment is described as a "binding constraint" on both growth and the green transition:

• Grid and Energy Security: Grid connection backlogs and long planning timelines are stalling renewable deployment. Continued reliance on natural gas leaves the economy exposed to global energy shocks, undermining macroeconomic stability.
• Planning Fragmentation: A slow and fragmented planning system has contributed to housing shortages and delayed vital infrastructure delivery.
• Transport Concentration: Public investment is highly concentrated in London, reinforcing its advantages while limiting connectivity and "agglomeration benefits" in second-tier cities.

4. Governance and Fiscal Centralization

The sources argue that the UK's highly centralized governance structure limits the effectiveness of growth policies:

• Institutional Fragmentation: Responsibilities for skills, transport, and innovation are split across multiple departments, making it difficult for local authorities to coordinate long-term planning.
• Vertical Fiscal Imbalances: Subnational governments have limited revenue-raising powers and are highly dependent on central transfers, which creates uncertainty and undermines their capacity to deliver regional productivity gains.

The Context of Stability

Addressing these structural constraints is viewed as essential for long-term fiscal and macroeconomic stability. The sources note that while the UK has historically used labor utilization to drive growth, future gains must come from improving the effectiveness of labor and capital. Without structural reforms to boost investment and productivity (the "green line" in fiscal scenarios), the UK risks a cycle of rising public debt and dwindling fiscal space. The government's "Growth Mission" is designed to reconcile these issues by placing productivity-enhancing reforms at the center of its fiscal and macroeconomic strategy.

The sources outline a comprehensive set of long-term reform priorities designed to transition the UK economy from its current "subdued" state toward a path of sustainable growth and fiscal stability. These priorities are largely organized under the government’s "Growth Mission," which seeks to address deep-seated structural constraints while rebuilding the country’s depleted fiscal buffers.

1. Fiscal Sustainability and Pension Reform

A primary long-term priority is ensuring that public debt is placed on a downward trajectory, which currently faces significant pressure from an ageing population and rising costs in health and defense.

• State Pension Reform: The sources identify the "triple lock" indexation mechanism as a major source of fiscal risk and uncertainty. A key priority is preparing a medium-term reform that preserves pension adequacy while reducing expenditure volatility and improving long-term sustainability.
• Public Sector Efficiency: To preserve service quality without raising taxes to unsustainable levels, the government must achieve a planned 5% increase in public sector productivity by FY2028-29, with a specific focus on operational improvements within the NHS.
• Tax Efficiency: Rather than raising headline rates, the sources recommend broadening the tax base by phasing out inefficient tax expenditures (which cost roughly 7% of GDP) and aligning National Insurance contributions across different legal forms of work.

2. Reducing Regional Productivity Gaps

The sources emphasize that raising aggregate growth depends on unlocking the productivity potential of lagging regions through a place-based strategy.

• Deepening Devolution: A central priority is extending devolution across England on a consistent footing, establishing Strategic Authorities with clearer responsibilities for planning, transport, and skills.
• Capacity Building: For devolution to succeed, the government must prioritize training and staffing support to build local institutional capacity, particularly in areas currently lacking the expertise for long-term planning.
• Innovation Diffusion: Policy must shift from focusing solely on the "innovation frontier" to accelerating the diffusion of new technologies to SMEs outside of London and the South East.

3. Labor Supply and Human Capital

Addressing the structural decline in labor market participation is viewed as critical for both growth and the financing base of the state pension.

• Health-Related Inactivity: A high priority is advancing pro-work reforms that include gatekeeping disability benefits more effectively and providing better return-to-work pathways for those with long-term health conditions.
• Skills and Youth Transitions: Strengthening the Youth Guarantee and aligning the new Growth and Skills Levy with local employer needs are essential for improving school-to-work transitions and reducing the number of young people not in employment, education, or training (NEET).

4. Energy Security and the Green Transition

To reduce the UK's exposure to volatile global gas prices, the sources prioritize a rapid transition to a clean power system by 2030.

• Grid and Infrastructure: Swiftly implementing grid connection reforms and adopting an anticipatory approach to infrastructure planning are described as "binding constraints" that must be resolved to support renewable deployment.
• Price Signals: Long-term stability requires narrowing the electricity-gas price differential by explicitly pricing carbon in the building sector and reducing policy levies on electricity to encourage household electrification.

5. Governance and Institutional Stability

Finally, the sources argue that structural reforms will only be effective if supported by a more stable governance framework.

• Mission-Led Government: Moving away from "siloed" departmental spending and toward cross-government "missions" is necessary to align national sectoral policies (like transport and innovation) with regional growth objectives.
• Policy Predictability: Establishing stable, multi-year frameworks that last beyond election cycles is essential for providing the certainty needed to "crowd in" private investment in infrastructure and innovation.

The sources conclude that while fiscal discipline alone can stabilize the economy, only a comprehensive package of structural reforms (represented by the "green line" in fiscal scenarios) can durably put public debt on a sustainable path and restore rising living standards.

The key takeaways from the OECD 2026 Survey center on the necessity of sustaining structural reform momentum while maintaining strict macroeconomic and fiscal discipline. While the UK economy has stabilized following major supply shocks, activity remains subdued, and the country faces significant headwinds from volatile energy prices and rising fiscal pressures.

1. Foundations of Stability: Fiscal and Monetary Policy

The Survey concludes that the current restrictive policy mix is appropriate to rebuild fiscal buffers and durably control inflation.

• Fiscal Discipline: With public debt exceeding 100% of GDP and rising interest payments, the OECD stresses that fiscal discipline is essential. The new fiscal framework introduced in 2024 is a positive step, but policy decisions remain overly sensitive to short-term "headroom," which can weaken long-term predictability.
• Monetary Caution: While the Bank of England has begun easing, a data-dependent approach is required because domestic price pressures from services and wages remain sticky.
• Financial Resilience: Although the banking system is sound, stability risks have migrated to the non-bank financial sector, which holds substantial government debt and is vulnerable to sudden liquidity shocks.

2. Addressing Structural Constraints through the "Growth Mission"

The government’s "Growth Mission" is recognized as a coherent framework to address long-standing weaknesses in productivity, investment, and planning.

• Productivity Stagnation: Weak productivity growth since the mid-2010s remains a primary constraint on potential output and living standards.
• Investment Barriers: Persistent bottlenecks in infrastructure delivery and a fragmented planning system have historically stifled both public and private investment.
• Trade Frictions: Persistent non-tariff barriers, particularly in trade with the EU, continue to weigh on goods exports and overall growth.

3. Long-Term Fiscal Sustainability and Spending Pressures

A central takeaway is that current spending trajectories are unsustainable without reform in three critical areas:

• Pension Reform: The state pension "triple lock" is identified as an unusually generous mechanism that adds significant fiscal risk and expenditure volatility. Preparing a medium-term reform that preserves adequacy while improving sustainability is a top priority.
• Public Sector Efficiency: Rising costs in healthcare and disability benefits require a 5% increase in public sector productivity by FY2028-29 to preserve service quality without further raising the tax burden.
• Energy Security: Continued reliance on natural gas leaves the UK vulnerable to global shocks. Transitioning to a clean power system by 2030 is essential but requires solving grid connection backlogs and correcting price signals that favor gas over electricity.

4. Unlocking Regional Potential

Reducing regional productivity gaps is seen as the "key to raising growth and living standards".

• Place-Based Strategy: Success requires a strategy that aligns skills, infrastructure, and innovation at the local level rather than relying on centralized departmental silos.
• Devolution and Capacity: While deepening devolution in England is supported, the OECD warns that many lagging regions lack the institutional capacity and funding stability needed to deliver long-term planning.
• Labor Supply: High rates of youth who are not in employment, education, or training (NEET) and rising health-related inactivity among the working-age population are significant structural barriers to both growth and the state pension's financing base.

In summary, the Survey's overarching message is that while fiscal discipline provides the necessary stability, only a comprehensive package of structural reforms—encompassing pensions, planning, and place-based growth—can put the UK's public debt on a sustainable downward path and durably restore rising living standards.

Newspaper Summary 170626

 

'Brazil' tariff shock flags risks of fast-tracking India-US pact

TRADE VIGIL. New Delhi watchful as US global tariffs of 10% are set to lapse

Amiti Sen
New Delhi

The US' decision to impose an additional 25 per cent tariff on a broad range of imports from Brazil has reinforced the Indian government’s cautious approach towards a potential bilateral trade agreement with Washington, with trade experts arguing that New Delhi should not rush into a deal amid continuing uncertainty over future US trade policy.

Industry sources said India was adopting a “wait-and-watch” approach as the temporary Section 232 universal tariffs of 10 per cent on steel and aluminum are slated to lapse later this month, potentially bringing those duties down to zero.

“At the same time, the outcome of the ongoing Section 301 investigations against India remains uncertain, making it prudent to avoid any long-term trade commitments before there is greater clarity,” a source tracking the matter told businessline.

ADDITIONAL TARIFF

Last week, the US move to impose an additional 25 per cent tariff on a wide range of Brazilian imports from July 22 has heightened concerns in India about rushing into a trade deal with Washington.

“This particular Section 301 investigation (against Brazil) was unusually broad. It covered digital trade and Brazil’s past tax system, preferential tariffs granted to India and Mexico, weak anti-corruption enforcement, inadequate intellectual property protection, restrictions on US ethanol exports, and illegal deforestation that allegedly gives Brazilian producers an unfair cost advantage,” said Ajay Srivastava from trade research body GTRI.

The Brazil case shows that US trade concerns extend far beyond tariffs and can cover almost any policy Washington considers discriminatory or commercially disadvantageous, Srivastava said.

“The lesson for India is clear: it cannot meet every US demand. These now range from Russian oil purchases and digital rules to hundreds of trade complaints listed each year in the NTE Report. India should therefore respond calmly to future US actions as they arise, rather than making sweeping concessions through trade deals or outside of it through budget or policy changes to avoid possible investigations or penalties,” he added.

Echoing the views, former JNU professor Biswajit Dhar said the episode demonstrated that bilateral agreements alone do not necessarily shield countries from unilateral US trade actions.

“India is seeking a presence in the India-US trade deal, which is the right thing to do. But it is absolutely clear that the US can always go ahead and do whatever it wants,” Dhar said.

EXPORT SECTORS

According to Dhar, India’s key export sectors — including textiles, health products, engineering products, automobiles and auto parts, solar modules, petrochemicals and steel — could all face uncertainty depending on how the US proceeds with the Section 301 investigations on structural excess capacity and forced labour.

“We don’t know how much market access we may lose if there’s any such tariff as the investigations against India are not yet complete. We have already experienced the entire MFA (Multi-Fiber Arrangement) market access to the US even before signing the trade pact, our imports from America have increased and our trade surplus has narrowed. So we need to be careful. We cannot give market access for free,” he said.

Russia continue to meet half of India's crude imports in July, Aug

Rishi Ranjan Kala
New Delhi

Russia's share of India’s crude oil imports is expected to remain at at least 40-45 per cent during July-August as refineries take advantage of the discounted Russian oil while West Asian supplies remain tight.

Refiners and traders said that July crude oil imports from Russia are likely to remain high as refiners now leverage business hurdle against West Asian crude. Besides, cargoes for July and August have been booked in the second half of June and July.

“July imports will surpass 5 million barrels per day (mbpd) for the third month, averaging around 2.6-2.7 mbpd. We expect imports to follow the same trajectory as last month,” a trader with a state-run refinery said. West Asian producers' share is rising with supplies from Saudi Arabia and UAE following a tight market for Oman and the UAE. However, most Indian refineries are largely done with the spot volumes, the trader added.

Kpler data suggests that July crude oil imports from Russia averaged around 2.15 mbpd, with a share of 44.2 per cent. Russian barrels have enabled Indian refiners to maintain high refinery run rates, ensure uninterrupted fuel supplies, and avoid the disruptions experienced by several other Asian refining markets.

KEY SUPPLIER

This growing importance is reflected in import trends, emphasized Sumit Ritolia, Kpler’s Lead Research Analyst for Refining & Modeling. “Russian crude imports rose to around 2.16 mbpd in June, accounting for more than 40 per cent of India’s crude imports, and have been steadily increasing since March/April. We are also tracking at healthy levels and could match or even exceed June’s volumes,” he told businessline.

However, West Asian imports have seen a 10 per cent decline from March 2026. This has been attributed to an attack on the Red Sea by the Houthis led to the latter closing the Suez Canal, leading to the largest disruption in energy supplies in history.

However, August may also witness some displacement of Russian barrels as Saudi Aramco cut August prices of Arab Light by $1 per barrel from last month, marking its first price cut in two decades. Besides, Saudi Arabia and the UAE have stepped up supply to Asian countries from alternate routes. For instance, Saudi Arabia is supplying crude oil from its Red Sea port of Yanbu, which is connected through the East-West pipeline that bypasses the Suez.

However, a refiner said this route is longer and will likely result in longer travel time to India, making it difficult and the shift back to Russian crude oil that is available in plenty due to drone attacks on refineries in Ukraine.

“Russian crude remains competitive source of supply for Indian refiners, and under current market conditions, it is difficult and the volumes disappearing unless those volumes disappear from the market in the near term,” Ritolia said.

Inflated worries

RBI can look through the spike in CPI in June

The outlook on inflation is far from sanguine, and yet it cannot be seen as cause for alarm. The retail inflation print of 4.4 per cent in June was not unexpected. It is largely the result of the base effect and is not broad-based — never mind even if the headline number happens to be an 18-month high. It could edge up further, but whether that leads to a higher-than-expected trajectory would depend on the trajectory of the ongoing war.

As far as global bond markets and central banks are concerned, India need not entirely peg its actions on their decisions. Quite apart from the macro fundamentals being sound, the Reserve Bank of India and the Centre have taken steps to shore up capital flows — creating space for independent monetary policy. It is worth noting that average inflation for the first quarter of FY'27 is at 3.9 per cent, below the RBI’s projection of 4.2 per cent for the quarter. The RBI has now begun to accord more importance to core inflation which excludes the more volatile food and energy prices. Core inflation had stayed at 3.9 per cent in June. If the influence of the sharp increase in gold and silver prices is removed from core inflation, the reading is at a much benign 2.5 per cent. These numbers are likely to lend comfort to the RBI. Besides petrol and diesel, the increase in prices of LPG cylinders and piped natural gas weighed on consumer wallets and made services of restaurants and hotels pricier. Inflation in transport was high at 4.3 per cent, which was expected due to higher prices of various services, including food items. The higher food inflation of 5.3 per cent was also influenced by higher cost of fertilizers and the seasonal spike in vegetable prices in June. Higher prices of oil and fat in global markets pushed domestic edible oil prices higher.

However, there is uncertainty regarding the trajectory of inflation in the coming months. Though crude oil prices are below their recent peaks, they are still almost 20 per cent higher than the pre-war price level. While the deficit in monsoon rainfall has narrowed in July and kharif sowing is expected to improve, food inflation could continue to apply upward pressure on headline inflation. RBI’s CPI projections of inflation are pegged at an average of 4.8 per cent for the third quarter and 5.4 per cent for the fourth quarter of FY'27. These projections are largely done taking the base effect into account. However, inflation in gold and silver prices is expected to ease in the coming months since prices are drifting lower and the rally in precious metals occurred in the second half of 2025. Given that the CPI is still below the upper band and the current spike is mainly caused by supply side challenges, the RBI can maintain a status quo in policy rate for now.

A status quo is desirable in view of the Centre’s plans to ramp up spending to deal with war-related issues. Businesses could do with some relief in borrowing costs. Monetary authorities, however, will have to be nimble and data-dependent.

RBI's financial inclusion index rises 4.48% in FY'26

Mumbai: Reserve Bank’s FI-index, which captures the extent of financial inclusion in the country, rose 4.48 per cent during the year-ending March 2026, the central bank said on Thursday. The RBI had constructed a composite Financial Inclusion Index in consultation with concerned stakeholders, including the government. The index was first published in August 2021 for the year ending March 2021. PTI

IMF agenda

Apropos 'IMF must stick to its core competencies' (July 16), the IMF should continue to provide surveillance, crisis lending and fiscal discipline of its member nations when they are in jeopardy. But IMF's growing engagement in climate change issues can take its focus away from its core competencies and let specialized bodies handle issues like climate change.

Sudarshan Raja
Chennai

Wheat production this crop year will likely be affected by climate

Subramani Ra Mancombu
Chennai

India's wheat production could be impacted by the climate this crop year (July 2025-June 2026) with weather beginning to impact wheat in the country, experts said at a webinar conducted last week.

The delayed harvest of kharif crops is on the cards. This will delay sowing of wheat, and the climate may come into play, said experts at a session on 'Global wheat markets: Production and price risk' at the Wheat Products Promotion Society (WPPS) CEO Conclave in Varanasi, Uttar Pradesh.

Jatin Singh, Founder and Managing Director, Skymet Weather, said that if the bad for the South-west monsoon (June-September) is enough damage would have been done.

DROUGHT YEAR

Skymet, though, the Indian Met Department (IMD) has stopped declaring drought year.

However, the silver lining could be the positive Indian Ocean Dipole (IOD) which could bring good rain during the monsoon. El Nino, however, did not rule out and a below-normal South-west monsoon could be affected by its presence.

Somnath Chatterjee, Ex-Head — Procurement and Logistics, ITC Food Division, said the wheat market is facing a volatile scenario due to geopolitics in Russia, West Asia and some other areas.

Gaurav Jain, Co-founder and Director, Ag-Watch Analytics, said nations were inducing war through production is down in some countries and increased in the Middle East and North Africa (MENA) region.

The current El Nino weather is a worry and could impact winter crop production this year. “Italy and South Korea and Argentina may be at risk,” he said.

Nations, including India and China, that witnessed a record harvest last year and good demand for wheat had increased production to 170 million tonnes (mt) from the global production target of 150 million tonnes earlier, said Jain.

Though the world is going through a tough time due to the war in Ukraine, the global wheat market is well supplied across the globe.

Rory Deverell, Owner and Principal Consultant at Black Sea Commodity Consulting, said the wheat futures market is not showing any rise in prices for the July-September period.

“There is plenty of wheat in the Black Sea region, which is anchoring supplies. This will likely continue until there is a threat of a significant rise in wheat prices,” he said.

WHEAT AS FEED

In another session, ‘Procurement, Trade, Storage, Supply Chain and Food Security’ at the conclave, which was organised by WPPS in association with the UP Roller Flour Millers Association, Major Rajiv Yadav, Director and CEO of Rajshahi Agri LLP, sought hedging options in wheat to facilitate price discovery.

Foreign airlines bolster premium offerings

Aneesh Phadnis
Mumbai

International airlines are increasing their premium offering on India routes on the back of high demand for first-class and business-class seats.

Lufthansa began operating Airbus A380 aircraft on Munich-Mumbai route last week, from October 25. Emirates will operate an A380 aircraft from Delhi to Dubai.

The A380 aircraft of both these airlines have premium dense configurations which means these have more business and first-class seats than Airbus A350 or Boeing 777.

“We’re seeing very strong demand across India, particularly for premium travel, and the deployment of the A380 allows us to respond to that demand with significantly greater premium capacity,” said Kevin Markette, Lufthansa Group Senior Director – Regional Sales South Asia.

STRONG DEMAND

Markette said the A380 will be flown to Mumbai in the summer schedule and its deployment reflects the strong demand between India and Europe.

The aircraft offers more business class and premium economy seats, while also re-introducing Lufthansa’s first-class on the Mumbai route. This gives customers travelling between India and Europe even more choice, complementing the daily first-class offering already available on Swiss services to Mumbai,” said Kevin Markette, Lufthansa Group Senior Director – Regional Sales South Asia.

Other carriers too are tapping the opportunity with Swiss operating a second daily to Delhi till the end of October and British Airways increasing frequencies on Delhi and Bengaluru routes.

These moves come amid increased competition and changes in traffic flows following tensions in West Asia. Air India is upping its game by deploying its latest in-flight products to Frankfurt, London and Tokyo.

Several governments had issued travel advisories asking their citizens to avoid travelling to the West Asia region.

These had an impact on transit flow via hubs such as Dubai or Doha, benefiting the European airlines. The situation is slowly improving now.

A source said Emirates is seeing big demand for premium and business class seats on Delhi routes prompting it to deploy the A380 service from October.

The Emirates A380 has up to six extra first-class and up to 26 more business class seats than its Boeing 777s.

PREMIUM TRAVEL

The deployment of large premium aircraft such as A380 on key India routes reflect airlines’ confidence in sustained demand for premium travel from India, said Indiver Rastogi, President and Group Head – Global Business Travel, Thomas Cook (India) and SOTC Travel.

FCM Travel’s Managing Director Sunny Sodhi said the firm has seen double-digit year on year growth in premium and business class transactions on India routes led by MNCs.

“Demand via Gulf hubs declined sharply following the government advisories but has gradually recovered as airlines restored capacity to around 90 per cent of the previous levels,” he said.

“Yet many corporates continue to take a wait and watch approach to travel via Gulf carriers,” Sodhi added.

Uber offers $14.8 b to buy Germany's Delivery Hero

Berlin: Uber on Thursday launched a public takeover offer for Delivery Hero that values the German food delivery company at $14.8 billion and would create the world's largest food-delivery firm outside China. The Berlin-based company said the combination with combined pro-forma gross merchandise value of $23.6 billion in 2025. REUTERS

 

Russian Offensive Campaign Assessment, July 15, 2026

Data Cutoff: 12:15 PM ET. Assessment as of: 8:30 PM ET.

Russian forces are resuming their strike campaign against Ukrainian port infrastructure along the Black Sea coast. ISW has observed an intensified Russian strike campaign against Ukrainian port infrastructure in Odesa Oblast and vessels calling at Ukrainian ports since at least July 10. Odesa Oblast Military Administration Head Oleh Kiper reported on July 14 that Russian forces struck two Tanzanian- and Liberian-flagged merchant ships sailing along the Black Sea corridor and a Marshal Islands-flagged civilian vessel at the Odesa City Port. Ukrainian grain exporter Kernel Holding reported on July 14 that Russian strikes against the Chornomorsk Port in Odesa Oblast damaged the company’s terminal and destroyed about 25,000 tons of sunflower oil. The Ukrainian State Emergency Service reported that Russian forces conducted a missile strike against civilian infrastructure in Odesa City on the night of July 14 to 15, and the Ukrainian Air Force reported that Russian forces conducted an air strike against Odesa Oblast on the morning on July 15 following the overnight strikes. The Russian Ministry of Defense (MoD) has been specifically highlighting its reported strikes against Odesa Oblast in the past few days, likely to generate informational effects.

The Russian strikes likely aim to degrade the Ukrainian economy and reduce Ukraine’s export capacity. Bohdan Kostetskyi, an operating partner at agricultural consulting agency Barva Invest, stated on July 15 that the recent Russian strikes against Ukrainian ports have effectively stopped deep-water grain exports. Kostetskyi stated that most major grain traders have suspended their grain purchases and that some export terminals have temporarily halted operations. Kostetskyi reported that grain prices on the domestic Ukrainian market are falling as traders are unwilling to pay higher procurement prices since they have to factor in higher logistics costs. Kostetskyi stated that shipowners are increasingly refusing to call at Ukrainian ports after the recent Russian strikes, citing force majeure. A Russian milblogger claimed on July 15 that the Russian strikes aim to reduce the number of crews and captains who are willing to sail this route. Another Russian milblogger claimed that the Russian strikes aim to reduce the Ukrainian military’s ability to use the ports for logistics.

The Russian strikes are likely also a response to Ukraine’s recent strike campaign against Russian vessels in the Sea of Azov and the Black Sea, but such Russian strike tactics are not new. Ukrainian forces have reportedly struck 136 Russian vessels in the seas since July 6, and Russia may be in turn striking port infrastructure and vessels at sea to push Ukraine to stop its own strike campaign. Russian forces have long been striking Ukrainian port infrastructure throughout the war, however, as part of wider efforts to hinder Ukrainian grain exports and drive up the cost of shipping via the Black Sea. Russian forces in particular tried to use its strikes against Ukrainian ports to extract Western and Ukrainian concessions after Russia’s withdrawal from the Black Sea Grain Initiative—the 2022-2023 agreement that created a safe corridor for shipping from Ukrainian ports to sustain global grain shipments.

Russia appears to be struggling to deliver its rising seaborne crude oil exports as Ukraine’s long-range strike campaign is reducing Russia’s refining capacity. Bloomberg reported on July 14 that Russian crude oil at sea reached about 135 million barrels by July 12 and that the equivalent of 1.9 million barrels per day is on vessels that are not yet showing a final destination. Bloomberg, citing tanker tracking data, reported that five tankers with Ural crude oil are anchored off the Mersa El-Hamra Port on the Egyptian Mediterranean coast and that another five tankers are in the Riau archipelago east of Singapore—a known gathering place for shadow fleet vessels that transport sanctioned oil. Bloomberg also reported that Russia’s four-week average seaborne crude oil shipments remained almost unchanged at 4.21 million barrels per day from June 14 to July 12. Bloomberg noted that the value of Russia’s weekly crude oil exports increased by about $40 million to $1.44 billion between July 5 and 12 despite decreasing crude oil prices. Ukrainian forces have significantly intensified their long-range strike campaign against Russian oil infrastructure, including strikes against all of Russia’s major oil refineries, forcing Russia to increase its seaborne crude oil exports. Russia appears to be unable to successfully process all of the increased supply of crude oil, and Russian profit margins from crude oil exports remain unclear, however.

Polish and Baltic officials continue to report that Russia may be planning a false flag attack against NATO. Lithuanian President Gitanas Nauseda stated on July 15 that Lithuania has unspecified intelligence about Russian plans for a “targeted kinetic operations” against unspecified NATO infrastructure. Nauseda did not specify that Lithuania is the target but stated that Lithuania has increased its protection of critical transport and energy infrastructure in response to the threat. Polish Foreign Minister Radoslaw Sikorski also stated on July 14 that Poland suspects that Russia is planning to use drones framed as Ukrainian drones to strike a NATO country or targets in Russia, enabling Russia to “respond” to these false flag attacks. Polish outlet Onet reported on June 30, and Sikorski later confirmed on July 9, that the United States warned Poland that Russia was considering conducting provocations against unspecified NATO countries.

Estonian Defense Minister Hanno Pevkur reported that Russia, for the first time on July 9, conducted a live-fire exercise on Lake Peipus, which sits on the Russian-Estonian border. Pevkur noted that Russia did not notify Estonian authorities about the exercise in advance and that a Russian exercise on a lake—as opposed to near the land border—was “unusual.” Estonian authorities noted that the exercise nonetheless fits the larger pattern of Russian provocations along its border with NATO. ISW continues to assess that Russia is conducting a ”Phase Zero” campaign that aims to set informational and psychological conditions for potential future provocations against NATO.

Ukrainian Defense Minister Mykhailo Fedorov confirmed on July 15 that he is stepping down from his position. The Financial Times (FT) reported on July 15 that two sources stated that Ukrainian President Volodymyr Zelensky removed Fedorov and is preparing to put forward current Ukrainian Minister of Internal Affairs Ihor Klymenko as his replacement. Serhii Sternenko, an advisor to Fedorov, also reported that Zelensky would nominate Klymenko as defense minister. Fedorov’s dismissal is part of anticipated wider changes to the Ukrainian Cabinet of Ministers that Zelensky first announced on July 12. Ukraine’s parliament reportedly will vote on further changes to the Ukrainian Cabinet of Ministers, including appointing a new prime minister, on July 16.

Key Takeaways

1. Russian forces are resuming their strike campaign against Ukrainian port infrastructure along the Black Sea coast.
2. The Russian strikes likely aim to degrade the Ukrainian economy and reduce Ukraine’s export capacity.
3. The Russian strikes are likely also a response to Ukraine’s recent strike campaign against Russian vessels in the Sea of Azov and the Black Sea, but such Russian strike tactics are not new.
4. Russia appears to be struggling to deliver its rising seaborne crude oil exports as Ukraine’s long-range strike campaign is reducing Russia’s refining capacity.
5. Polish and Baltic officials continue to report that Russia may be planning a false flag attack against NATO.
6. Ukrainian Defense Minister Mykhailo Fedorov confirmed on July 15 that he is stepping down from his position.
7. Ukrainian forces continued their long-range strike campaign against Russian military assets in Russia on July 12. Russian forces launched two Kh-59/69 cruise missiles and 122 drones against Ukraine overnight.
8. Ukrainian forces recently advanced in the Oleksandrivka direction.

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We do not report in detail on Russian war crimes because these activities are well-covered in Western media and do not directly affect the military operations we are assessing and forecasting. We will continue to evaluate and report on the effects of these criminal activities on the Ukrainian military and the Ukrainian population and specifically on combat in Ukrainian urban areas. We utterly condemn Russian violations of the laws of armed conflict and the Geneva Conventions and crimes against humanity even though we do not describe them in these reports.

Ukrainian Operations in the Russian Federation

Western reporting provided battle damage assessments (BDA) of recent Ukrainian strikes against Russian oil infrastructure in Russia. Reuters reported on July 15, citing two industry sources, that the Salavat petrochemical complex in Bashkortostan halted operations on July 14 following a Ukrainian drone strike on the night of July 13 to 14. Reuters reported that the Ukrainian strike damaged the CDU-6 and CDU-4 primary refining units, which can process 17,140 and 11,430 metric tons of oil and gas condensate per day, respectively, some secondary refining units, and other equipment. Oil market intelligence firm Kpler reported on July 14 that Ukrainian strikes against Russian oil refineries have caused Russian oil refining volumes to fall to a 21-year low of 3.8 million barrels per day. Kpler reported that facilities that have halted operations due to Ukrainian strikes and scheduled maintenance account for approximately 4.3 million barrels per day of potential output, representing roughly 58 percent of Russia’s total installed refining capacity. Kpler estimated that between one and a half and two million barrels per day of Russian processing capacity are effectively offline. Kpler reported that Russia’s refined petroleum product exports have fallen to 1.2 million barrels per day in July 2026 from 2.3 million barrels per day in July 2025, and crude oil exports have risen to 4 million barrels per day in July 2026 as Russia struggles to refine its oil supply.

Russian state-owned defense conglomerate Rostec reportedly introduced a new anti-drone protection system to defend against Ukrainian long-range strikes. Rostec claimed on July 15 that it developed a physical anti-drone defense system called “Spiderweb” that consists of modular structures that can withstand a direct kinetic hit from a drone weighing up to 200 kilograms moving at a speed of 250 kilometers per hour. Rostec claimed that they designed “Spiderweb” to protect oil storage facilities, fuel terminals, electrical substations, warehouses, and other facilities with a height profile over 25 meters tall from long-range Ukrainian drone strikes. The Crimean channel of Kremlin newswire RIA Novosti published an image on July 15 reportedly showing the “Spiderweb” system, in which the system appears to be a large reinforced net or cage.

Russian Supporting Effort: Northern Axis

Russian objective: Create defensible buffer zones in Sumy Oblast along the international border. Russian forces continued limited offensive operations in northern Sumy Oblast on July 14 and 15 but did not make confirmed advances. A Russian milblogger claimed on July 15 that Russian forces advanced into southern Ulanove (northwest of Sumy City). The Ukrainian Kursk Grouping of Forces reported on July 15 that Ukrainian forces control Myropillya and Zapsillya, contrary to Russian claims that Russian forces seized the settlements.

Russian Main Effort: Eastern Ukraine

Russian Subordinate Main Effort #1 – Kharkiv Oblast

Russian objective: Push Ukrainian forces back from the international border to create a defensible buffer zone with Belgorod Oblast and approach to within tube artillery range of Kharkiv City. Russian forces continued offensive operations in northern Kharkiv Oblast on July 14 and 15 but did not advance. The Ukrainian State Border Service reported on July 14 that Ukrainian forces struck Russian personnel who continue to attempt infiltrating Ukrainian positions by crossing the Vovcha River in small groups. Russian forces continued limited offensive operations in the Velykyi Burluk direction on July 14 and 15 but did not advance.

Russian Subordinate Main Effort #2 – Oskil River

Russian objective: Cross the Oskil River in Kharkiv Oblast and push westward into eastern Kharkiv Oblast and northern Donetsk Oblast. Russian forces recently conducted an infiltration mission in the Kupyansk direction. Geolocated footage published on July 14 shows Ukrainian forces striking a Russian position in central Kupyansk after what ISW assesses was a Russian infiltration mission.

Russian forces are achieving tactical success in the Kupyansk direction with small infiltration missions but at the cost of significant manpower and undermining Russian forces’ long-term position in this direction. Ukrainian military observer Kostyantyn Mashovets reported on July 15 that elements of the Russian 1st Guards Tank Army (GTA, Moscow Military District) reinforced with units from the 6th Combined Arms Army (CAA, Leningrad Military District) and 11th Army Corps (AC, both of the Leningrad Military District) are operating in the Kupyansk direction. Mashovets reported that the Russian military command seeks to split the Russian Kupyansk foothold into northern and southern parts by advancing forward elements of the Russian 47th Tank Division’s (1st GTA) elements along the Pishchane-Kupyansk-Vuzlovyi area (southeast of Kupyansk). Mashovets reported that Russian forces seek to capture eastern Kupyansk, including Petropavlivka and Kucherivka (east of Kupyansk), with elements of the 27th Motorized Rifle Brigade (1st GTA) and 68th Motorized Rifle Division (6th CAA) before clearing northern and eastern Kupyansk. Mashovets acknowledged that small Russian infiltration groups are in Kupyansk but emphasized that Russian forces do not exercise physical control over the areas where they operate.

Mashovets reported that Russian numerical superiority, Russian use of foliage for concealment, and the dense urban environment are slowly deteriorating the Ukrainian tactical situation near the Russian foothold in the Kupyansk direction. Mashovets stated that Russian claims of a massive Russian breakthrough are premature, however. Mashovets noted that while Russian forces deployed a formation comparable to a reinforced army corps (two reinforced divisions and a full separate motorized rifle brigade) in the Kupyansk direction, Russian infiltration tactics will require Russian forces to continually replenish these units’ forward battalions and regiments as these units take on attrition to conduct infiltration missions and frontal assaults. Mashovets assessed that the Russian military command appears unwilling to redirect forces from other areas to support Russian efforts toward Kupyansk and therefore concluded that Ukrainian forces will likely have the opportunity to strengthen their defenses in the Kupyansk direction.

Russian forces continued limited ground activity in the Borova direction on July 15 but did advance.

Ukrainian forces continued their intermediate-range strike campaign against Russian military assets in occupied Luhansk Oblast. A special forces unit of the Ukrainian National Guard reported on July 15 that Ukrainian forces conducted a Hornet drone strike against a Russian Tor air defense system in occupied Luhansk Oblast. Geolocated footage published on July 14 shows multiple damaged trucks in Luhansk City (roughly 100 kilometers from the frontline) following reported Ukrainian strikes.

Russian Subordinate Main Effort #3 – Donetsk Oblast

Russian objective: Capture the entirety of Donetsk Oblast, the claimed territory of Russia’s proxies in Donbas, and advance into Dnipropetrovsk Oblast. Russian forces continued offensive operations in the Slovyansk direction on July 14 and 15 but did not advance.

Russian forces continue conducting guided glide bomb strikes against river crossings over the Siverskyi Donets River. Geolocated footage published on July 14 shows Russian forces striking a Ukrainian pontoon bridge across the Siverskyi Donets River near Mayaky (north of Slovyansk) with FAB-500 guided glide bombs. Russian forces previously struck the same location on July 10.

Russian forces continued offensive operations in the Kostyantynivka-Druzhkivka tactical area on July 14 and 15 but did not advance.

Russian forces are continuing infiltration missions and strikes in Kostyantynivka but have not seized the city. A Ukrainian officer operating in the Kostyantynivka direction reported on July 15 that Russian forces do not fully control the city despite Russian officials' claims that Russian forces seized Kostyantynivka. The officer stated that Russian forces continue infiltration missions in small infantry groups and air and drone strikes against Ukrainian ground lines of communication (GLOCs) and positions. The officer added that Russian forces are striking both military and civilian infrastructure in what the officer characterized as ”scorched earth” tactics. A spokesperson for the Donetsk Oblast Police reported that Russian forces conducted a glide bomb and Smerch multiple launch rocket system (MLRS) strike against Kramatorsk on July 14, injuring one person and damaging 17 houses.

Russian forces continued offensive operations in the Dobropillya tactical area and Pokrovsk direction on July 14 and 15 but did not advance.

Russian forces continued limited ground activity in the Novopavlivka direction on July 14 and 15 but did not advance. Geolocated footage published on July 14 shows Ukrainian forces conducting a first-person view (FPV) drone strike against a Russian Grad-1 Multiple Launch Rocket System (MLRS) north of Oleksiivka (southeast of Novopavlivka and 12 kilometers from the frontline).

Ukrainian forces recently maintained positions or advanced in the Oleksandrivka direction. Geolocated footage published on July 10 shows Russian forces striking a Ukrainian position south of Piddubne (south of Oleksandrivka), indicating that Ukrainian forces recently maintained positions or advanced in the area.

Russian Supporting Effort: Southern Axis

Russian objective: Maintain frontline positions, secure rear areas against Ukrainian strikes, and advance within tube artillery range of Zaporizhzhia City. Russian forces continued offensive operations in the Hulyaipole direction on July 14 and 15 but did not advance.

Ukrainian forces continued their intermediate-range strike campaign against Russian vessels in the Sea of Azov. A Ukrainian battalion operating in the Hulyaipole direction reported on July 13 that Ukrainian forces conducted a drone strike against a Russian vessel docked at the port in occupied Mariupol (roughly 115 kilometers from the frontline).

Russian forces continued limited offensive operations in the western Zaporizhia Oblast on July 14 and 15 but did not advance. A Russian milblogger claimed on July 14, citing Russian Ministry of Defense (MoD) maps, that Russian forces are unable to conduct FAB glide bomb strikes near Stepnohirsk because the settlement is too deep in the Ukrainian rear. The settlement of Stepnohirsk itself is currently at least one kilometer from assessed Russian positions, indicating that Ukrainian operations in southern Ukraine have degraded Russian aviation’s ability to conduct air support missions.

Neither Ukrainian nor Russian sources reported ground activity in the Kherson direction on July 15.

A prominent Russian milblogger responded to the recent Ukrainian use of an unmanned surface vehicle (USV) to deploy an unmanned ground vehicle (UGV) to the Kinburn Spit in Mykolaiv Oblast, complaining that the Russian military is technologically behind Ukraine. The milblogger criticized Russian UGVs’ lack of complexity and noted that Russian forces have issues organizing command and control (C2) without technology such as Starlink satellites. The milblogger lamented that the Russian military writ large often delays its responses to Ukrainian technological innovations, citing the ongoing gasoline shortages in occupied Ukraine and Russia and Russia’s inability to create mobile fire groups and sufficient air defense coverage as an example.

Ukraine’s strike campaign against energy infrastructure in occupied Crimea continues to create widescale power outages and water supply issues. Ukraine’s Special Operation Forces (SSO) confirmed on July 15 that Ukrainian forces struck the Balaklava Thermal Power Plant (TPP) in occupied Sevastopol (about 240 kilometers from the frontline) on the night of July 13 to 14. The SSO reported that the strikes damaged the machine shop with the cooling system and that damage to the pumping equipment may take two to five months to repair. The SSO reported that the Balaklava TPP produces almost half of Crimea’s electricity. Kerch City Administration Head Ivan Koshel claimed on July 15 that a Ukrainian drone strike caused a complete power outage in Kerch. Russian opposition source Agentstvo claimed that there have been reports of power outages for at least eight of the past ten days (since July 6) in Dzhankoi, Yany Kapu, аnd Armyansk and for seven days in Sevastopol. Agentstvo noted that water supply issues have affected Alushta for seven of the past ten days, Simferopol for six days, and Yevpatoriya for five days. The Crimean occupation water operator announced on July 15 limits on water supply throughout Crimea as authorities work to repair power grid failures—likely after Ukrainian drone strikes on energy infrastructure. Agentstvo reported on July 15 that locals, charities, and businesses in Crimea are collecting drinking water as aid for residents in northern Crimea.

Ukrainian forces continue to strike Russian vessels in the Sea of Azov and Black Sea, prompting more Russian milblogger criticisms about Russia’s inadequate defense systems. Ukrainian Unmanned Systems Forces (USF) Commander Major Robert “Magyar” Brovdi stated that Ukrainian forces struck 17 Russian oil tankers, two gas tankers, and one tugboat on the night of July 14 to 15, for a total of 136 vessels in the Sea of Azov and Black Sea since July 6. The Rostov Oblast Ministry of Agriculture and Food announced on July 14 that it is developing alternative shipping routes in the Sea of Azov for agricultural products—likely due to Ukraine’s ongoing strike campaign against Russian vessels.

A Kremlin-affiliated Russian milblogger responded to the recent Ukrainian USV strike against a Russian Federal Security Service (FSB) board guard ship near Gelendzhik, Krasnodar Krai, questioning why there were no boom nets protecting the port and why Russian forces did not detect the USVs ahead of time. The milblogger criticized officials’ inattentiveness to strengthening Russia’s defenses against Ukrainian unmanned systems. Another Russian milblogger similarly questioned how the Ukrainian USVs penetrated so far undetected before striking the FSB vessel.

Russian Air, Missile, and Drone Campaign

Russian Objective: Target Ukrainian military and civilian infrastructure in the rear and on the front line. Russian forces conducted a series of missile and drone strikes against Ukraine on the night of July 14 to 15. The Ukrainian Air Force reported that Russian forces launched two Kh-59/69 cruise missiles from the airspace over occupied Crimea and 122 Shahed-type, Gerbera-type, and Italmas-type strike drones and Parodiya-type decoy drones from the directions of Kursk and Oryol cities; Millerovo, Rostov Oblast; occupied Donetsk City; and occupied Hvariidske, Crimea. The Ukrainian Air Force reported that Ukrainian forces downed 101 drones, that the missiles and 18 strike drones hit 19 locations, and that debris fell at seven locations. Ukrainian officials reported that Russian forces struck residential, agricultural, and critical infrastructure in Chernihiv, Zhytomyr, Mykolaiv, and Dnipropetrovsk oblasts. Zhytomyr Oblast Military Administration Head Vitaliy Bunenchko stated that Russian forces struck a gas station in Malyn Hromada on the morning on July 15. Ukrainian state energy operator Ukrenergo reported that Russian strikes against energy infrastructure caused power outages in Dnipropetrovsk, Zaporizhia, Sumy, and Kharkiv oblasts on the morning on July 15.

Russian forces are increasing its use and production of updated Geran-3 and Geran-4 drones that are more difficult to intercept. Forbes reported on July 14 that Russia is increasingly using jet-powered Geran-3 and Geran-4 drones after Ukrainian forces learned to effectively suppress and down earlier Geran-2 drone variants with electronic warfare (EW) and cheap, mass-produced interceptor drones. Forbes noted that the newer jet-powered drones’ higher altitudes and speeds make interception more difficult, the use of radio repeaters and relay drones extends ranges, and the use of electro-optical cameras allows the drone operators to detect interceptor drones and air defense positions. The “Seeker” Gerans reportedly also use infrared sensors to track moving targets. Forbes stated that Russian forces were using Geran-2 drones in large salvos to overwhelm Ukrainian air defenses but that this tactic became ineffective as Ukraine found inexpensive and effective defensive measures. Russian forces have reportedly changed their tactics with the development of the newer drones, using the Geran-2 drones for strikes against frontline areas while reserving the Geran-3 and Geran-4 drones for higher-value targets in the Ukrainian rear. Forbes reported that Russian forces are conducting extensive reconnaissance of the targets and flight paths before conducting long-range strikes. Forbes reported that Russia is diverting resources from the production of older Geran variants to increase the production of more advanced Geran-4 drones.

Significant Activity in Belarus

Russian-installed signal repeaters may be active on the Belarusian-Ukrainian border despite continuous Ukrainian warnings. Former Ukrainian Ministry of Defense (MoD) advisor on defense technology and drone and electronic warfare (EW) expert Serhiy “Flash” Beskrestnov reported on July 15 that a Russian-guided Shahed drone flew along the Belarusian-Ukrainian border, changed its trajectory above the M-07 Korosten-Kyiv City highway in Korosten, and struck a gas station in Malyn, Zhytomyr Oblast, at a distance of 260 kilometers from the Russian border. Beskrestnov noted that such flight characteristics are typical of a drone that is being manually piloted and that the drone flew at a range too far for a direct radio channel to work, implying that Russia may continue to use signal repeaters located in Belarusian territory near the Belarusian-Ukrainian border to facilitate higher-precision strikes against northern Ukrainian territory. Ukrainian President Volodymyr Zelensky repeatedly warned Belarus to dismantle signal repeaters along the Belarusian-Ukrainian border. Belarus had not dismantled Russian-installed signal repeaters on the Belarusian-Ukrainian border as of June 30, after reportedly having turned the repeaters off on June 22.

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Note: ISW does not receive any classified material from any source, uses only publicly available information, and draws extensively on Russian, Ukrainian, and Western reporting and social media as well as commercially available satellite imagery and other geospatial data as the basis for these reports. References to all sources used are provided in the endnotes of each update.

Newspaper Summary 160726

 

₹1.9-lakh-cr boost for phone manufacturing, chipmaking

CRUCIAL MOVE. Cabinet approves ₹62,500-cr MPMS and ₹1.27-lakh-cr Semicon 2.0

Dalip Singh New Delhi

The Union Cabinet on Wednesday approved a new financial incentive structure for the electronics and semiconductor manufacturing sector over a four-year period.

Slated to run from financial year 2026-27 through 2029-30, the new incentive scheme for mobiles succeeds the Production Linked Incentive (PLI) for Large Scale Electronics Manufacturing (PLI-LSEM), which ended on March 31, 2026.

With this revamped framework, the government is targeting a cumulative production of ₹39 lakh crore over the next four years, and transition the country from a volume-based exporter to a high-value technology hub.

Prime Minister Narendra Modi, also approved "Semicon 2.0" for the development of a semiconductor design and manufacturing ecosystem, with a total budget outlay of ₹1.27 lakh crore.

PLI ISSUES ADDRESSED

Sources said concerns raised around the previous PLI-LSEM scheme, including its inability to scale up value addition in manufacturing, had been addressed in the new scheme finalised after eight months of consultations with stakeholders, especially the industry.

IT & Minister Ashwini Vaishnaw said, "The Mobile scheme will be spread over five years, from FY2026-27 to 2030-31. We aim to make India a mobile phone hub, not just for assembly, but for a mobile phone ecosystem, from design to branding of Indian brands."

To encourage localisation of sourcing, which is key to creating an ecosystem, the scheme provides additional incentive of up to 1.5 per cent linked to domestic sourcing of key components and sub-assemblies.

"The scheme also aims at building Indian brands to achieve technological sovereignty, capture large economic value and create Indian patents in design and R&D," a government statement said.

Beyond localising components, the most significant departure from the past is the scheme's focus on building indigenous technology. To cultivate home-grown global brands and end-to-end architecture, it introduces an additional 3 per cent incentive on eligible sales for product design and research and development.

To systematically dismantle the assembly-only model, the new scheme introduces a three-tiered payout structure. While baseline incentives are pegged between 2.25 per cent and 5 per cent on incremental sales, those who meet the target for local design and research and development will be eligible for a tiered payout structure.

SEMICON 2.0

Announcing the ₹1.27 lakh crore "Semicon 2.0" scheme to holistically build India's chip ecosystem, Vaishnaw said it will span the entire value chain across six pillars, starting with a heavy focus on the domestic design of indigenous chips.

The six key areas include chip design, semiconductor equipment and materials, fabrication facilities, advanced packaging and testing, research and development, and talent development.

Cyber leak exposes Kudankulam, other Reliance Infra projects’ data

Vallari Sanjgiri Mumbai

Ransomware group World Leaks recently released files relating to infrastructure projects of Anil Ambani’s Reliance Group (Reliance ADAG), most prominently India’s largest nuclear power plant at Kudankulam, sources told businessline.

The leaked data included blueprints and firm-level details of parts of the Kudankulam facility and supplier details. Beyond this, businessline confirmed exposed data of other projects such as the Sasan Coal Power project, Mumbai Metro Line 4, a solar hut-road project on one of the Himalayan border states, and the Krishnapatnam Thermal Project. While the company did not confirm details on the breached data, it described the ransomware attack as “unsuccessful”.

While Reliance ADAG independently confirmed a partial breach, sources told businessline that the files had been floating on the dark web for a couple of weeks.

‘BID UNSUCCESSFUL’

“A cyber security incident of an unsuccessful ransomware attack resulting in a limited system impact was detected on one of the servers of the system integrator (Yotta Data Services) of the Mumbai Metro project. There is no impact on operations. No ransomware execution, encryption or data loss occurred. The services were restored successfully. The incident has not impacted the core systems and operations of the project,” a spokesperson of ADAG in a stock exchange disclosure said.

Yotta, which provides third-party data centre services to Reliance Infrastructure, said its security controls on May 29 detected suspicious activity on some servers in its Navi Mumbai infrastructure. “We acted immediately to investigate the extent of the impact, and as a precautionary measure, we took the affected servers off-line, which prevented the suspected ransomware from ever executing,” a spokesperson said.

Reliance Infra in a private letter, while Yotta confirmed encryption of 1,200 GB of data. For now, the incident has been reported to CERT-In.

CAFE-2 norms: TaMo opposes BEE proposal to sell carbon credits

S Ronendra Singh New Delhi

Tata Motors Passenger Vehicles has formally objected to the Bureau of Energy Efficiency's (BEE) proposed changes in the carbon credit mechanism under the CAFE-2 regulations. The BEE had proposed allowing original equipment manufacturers (OEMs) to sell carbon credits to other OEMs failing to meet the corporate average fuel efficiency (CAFE-2) norms.

NEUTRAL NO MORE

Tata Motors argued that by stepping into the market as a seller, BEE would compromise its neutral status as an independent regulatory body and disrupt fair price discovery for carbon credits among automaker’s submissions.

A carbon credit trading mechanism would permit defaulting carmakers to purchase credits from more efficient companies to avoid statutory penalties and diluting the drive to invest in cleaner technologies.

The submissions came after the BEE, under the Ministry of Power, invited comments from the original equipment manufacturers (OEMs) to send their suggestions/feedback on the proposed amendments to Corporate Average Fuel Efficiency (CAFE-2) norms.

BEE made public the draft of the market mechanism, proposing to give OEMs the option to purchase credits from it at ₹2,500 per g/CO2 km (per unit) for the years from FY 2022-23 to FY 2026-27.

In its response to Power Ministry, an official from Tata Motors said, “BEE should regulate, verify and monitor the market mechanism, but should not itself become a seller of credits. The price of the credit should represent actual, fair-market value based on compliance, and should not be a fixed price available in unlimited quantities merely upon payment”.

CREDIT PRICING

Tata Motors said such a mechanism should be such that non-compliance is not made cheaper than compliance.

Tata Motors said such a step raises a fundamental question on the BEE’s institutional and structural integrity. “A market can command confidence only if there is a level-playing field and neutral arbitrator. If BEE itself supplies the credit, it cannot, at the same time, the regulator, the monitor, the arbitrator, the price-setter and a counter-party in the very market that it supervises,” it said.

TVS Venue’s Home Credit India acquires Varthana for ₹967 crore to deepen lending play

Our Bureau Chennai

TVS Venue’s Home Credit India has approved a share purchase agreement to acquire Varthana Finance in an all-cash deal worth ₹967 crore, expanding its financial services portfolio and strengthening its presence in specialised lending segments.

The acquisition complements the group’s existing financial services business that includes micro-finance, retail and commercial lending businesses under TVS Credit Services and TVS Holdings, while marking its entry into education-focused lending. Varthana, a Bengaluru-based education-focused finance company, will retain its brand and continue its operations independently under the new ownership.

"The group saw the acquisition as aligning with its long-term strategy of building high-quality financial services businesses that cater to India’s evolving consumer, retail and commercial segments. It also expects to leverage synergies across companies to enhance risk management through better credit underwriting and risk management," said a source.

CREDIT ACCESS

Founded in 2013, Varthana provides loans to over 11,000 schools across India through education-focused financial services. It aims to help underserved schools continue to provide quality education, infrastructure and improve access to quality education.

Backed by TVS Venue, it expects to expand its reach, offer better financing terms and further its mission of improving the quality of education in the country.

Commenting on the acquisition, Steve Goertzen, Chairman, TVS Motor Company said: "The acquisition of Varthana in the financial services sector continues to offer significant opportunities for value creation driven by rising financial inclusion, expanding credit access and the increasing need for technology-driven financial solutions".

Subject to regulatory clearances, including approvals from the RBI, the transaction is expected to close after the fulfilment of customary closing conditions.

Perils of unchecked cybercrime

LETHAL THREAT. India must pursue bilateral, multilateral engagement to dismantle scam networks, as in South East Asia.

Amitabh Ranjan

In 2025, India lost a whopping ₹22,495 crore to cybercrime, according to 28.15 lakh reported cases, representing a 24 per cent surge in complaints over 2024. A year prior, in 2024, losses had already witnessed an over 200 per cent year-on-year increase to ₹22,845 crore.

Can a nation haemorrhage over ₹22,000 crore a year from its digital economy and credibly aspire to be Viksit Bharat by 2047?. Digital transformation is a genuine achievement, with UPI processing over 13 billion transactions a month and Aadhaar redefining identity at scale. However, for Digital India, this sprawling digital ecosystem is also what drives the country’s development ambitions and vulnerability.

THE SCAM FACTORIES

This vast architecture of crime is transnational, operating across the Golden Triangle—the tripartite border area of Myanmar, Laos, and Thailand—and in Cambodia. Organized syndicates, many with Chinese backing, have built "scam factories" along the Cambodia-Thailand border.

Young Indians, lured by fraudulent job offers, are trapped and tortured in these compounds, then scripted and deployed as callers running investment scams and Digital Arrest frauds targeting people globally. The digital arrest scam is among the most psychologically brutal financial crimes, where callers pose as law enforcement officers to place victims under a “video surveillance arrest” and systematically drain their savings. Reported cases of these scams climbed from roughly 40,000 in 2022 to nearly 1.24 lakh in 2024, with cumulative losses reaching ₹2,800 crore by early 2025.

In January 2026, Delhi Police’s Special Cell dismantled a Taiwan-linked scam network that defrauded citizens of nearly ₹100 crore by posing as Anti-Terrorist Squad officers. More recently, over 100 Chinese battery management apps were found to be causing massive losses, leading the government to order their removal from app stores.

SYSTEMIC VULNERABILITIES

Cybercrime is a cross-border enterprise with sophisticated supply chains and geopolitical enablers. State defence mechanisms have repeatedly proven vulnerable, such as the November 2022 ransomware attack on AIIMS, Delhi, which paralyzed services for days and compromised the records of an estimated 3-4 crore patients.

Financial losses from cybercrime grew roughly 41-fold in four years, from ₹551 crore in 2021 to over ₹22,800 crore in 2024. Investment-related scams alone now account for over three-quarters of the money lost. Every fraudulent transaction erodes household savings, disrupts productivity, and raises the cost of capital for firms seeking foreign investment.

FIVE-POINT PLAN

While India’s institutional response has begun—with the I4C helping freeze over ₹8,931 crore in fraudulent transactions—the scale of the challenge demands a "quantum jump":

1. National Security Priority: Cybersecurity must involve real-time coordination between I4C, CERT-In, RBI, intelligence agencies, and state police.
2. National Cyber-Hygiene Movement: Cyber-hygiene should be embedded in school curricula and employee training to teach digital defence alongside financial literacy.
3. Forensic Talent Pipeline: India must expand its cyber-forensic talent to address acute shortages at the investigative level.
4. Defensive AI Deployment: Systems must use AI to flag and filter behavioural anomalies in real-time to counter scammers using the same technology.
5. Diplomatic Pressure: India must pursue sustained bilateral and multilateral engagement to dismantle the scam-compound ecosystems in South-East Asia and elsewhere.

The notion of Viksit Bharat rests on trust—trust that hospital servers are safe and that digital identities cannot be weaponised. Securing this digital frontier must receive the same attention as building highways, ports, and factories.

The writer is Registrar, Indian Institute of Public Administration. Views are personal.

Surrendering early gains, Nifty, Sensex end flat

Anupama Ghosh Mumbai

The markets ended virtually unchanged on Wednesday in a volatile session that saw early gains evaporate in the face of concerns over high oil prices, a weakening rupee and renewed West Asia tensions that dampened sentiment, even as a solid start to the Q1 earnings season provided some support.

The Nifty 50 closed at 24,078.50, up by 3.45 points after touching an intra-day high of 24,195.80. The index had reflected gains of over 100 points in early trade but witnessed a sharp afternoon sell-off wiping out most of those gains. The Sensex mirrored the trajectory. Broader markets fared better, with the Nifty Midcap 100 and Smallcap 100 advancing 0.3 per cent and 0.7 per cent, respectively, driven by stock-specific buying.

“Wednesday proved that in a results-heavy week, volatility spikes when indices reach record levels,” said Ankit Aggarwal, head of research at a Mumbai-based brokerage. “Earnings are doing the heavy lifting,” said Sarvam Goel, Founder, Pocketful.

Among sectoral indices, IT was the top gainer, rising 1.8 per cent. PSU banks added 1 per cent and chemicals gained 0.7 per cent. Financials drew support from softer-than-expected US Producer Price Index data, which boosted hopes for a possible Federal Reserve tightening pause. On the flip side, metals dropped 1.1 per cent, Oil shed 0.7 per cent, and FMCG slipped 0.5 per cent. Metal stocks were weighed down by disappointing China GDP data.

Innovation gathers pace in India’s lifesciences sector

Our Bureau Mumbai

With about 10 novel drug approvals in as many years, the momentum is building in India’s innovative pharmaceutical and lifesciences sector, says a report by the Boston Consulting Group (BCG) and Federation of Indian Chambers of Commerce and Industry (FICCI).

While gaps in the funding, infrastructure, and policy environment for innovation need to be fixed, it points out that there are already multiple pathways to compete globally, the report said, adding to Glenmark’s out-licensing deal with AbbVie that brought in an upfront $102-million payment and could see up to $1.2 billion in milestones; and indigenous CAR-T therapies developed by ImmunoAdoptive Cell Therapy (ImmunoACT), among others.

India’s innovation pipeline expanded appreciably from 300 assets in 2015 to more than 1,095 across drug discovery programs across 195 companies, while pharma patent filings originating from India climbed from 1,180 in 2015 to 2,995 in 2024, lifting India’s share of global pharma patents from 3-4 per cent to about 10 per cent, the report said, adding that the shift was qualitative.

Four enabling features contributing to this shift included, the $5-billion biopharma industry; research-academia-industry-technology-transfers; regulatory reform collapsing the time for clinical trial nod from 180–270 days to 60–90 days; and a research infrastructure such as Genome Valley and C-CAMP, the report said.

“Early proof points of lab-to-market translation are already visible, including India’s first indigenous CAR-T therapy (ImmunoACT’s NexCAR19), priced at ₹40-lakh-a-visit, which is significantly lower than comparable overseas CAR-T therapies,” it added, noting that India's pharmaceutical market grew at a CAGR of 8.8 per cent since 2015 to reach $55 billion in 2024 and is expected to reach $130 billion by 2030.

R&D SPENDING

India currently only about 4 per cent of global clinical trials, and annual pharmaceutical R&D spending remains at $2 to $3 billion compared with $70 to $75 billion in the US, said Amitabh Guha, Senior Managing Director and Senior Partner, BCG India and Leader of its Life Sciences (Healthcare Practice).

While there was a shift in ambition from “re-engineering” to “innovation” and from process excellence to “science,” there was a shift in ambition to move away from "generics" and "process excellence" toward "science-led innovation".

Ajay Mahipal, Co-founder and Managing Director, Healthquad, said, “India is at an important juncture where vantage by combining cost, data and scientific talent in ways few countries can match”.

The report was based on 30-plus interviews with leaders of pharmaceutical executives, investors in India and overseas, together with analysis of patents, venture investments, innovation pipelines and global data-sets.

Tatas to invest $1bn in shipbuilding

The Tata group has sought approval to invest ₹10,000 crore ($1 billion) in shipbuilding in Kerala, Kerala Chief Minister VD Satheesan said in an interview in Thiruvananthapuram. “We are going to provide the land,” he said, and the State government is favourably considering the proposal and is likely to approve it within a month, he added.

The investment will add a new line of business for the $160 billion conglomerate that already makes coffee to luxury cars and steel and provides IT services.

A Tata Group representative did not immediately comment on the proposed investment, Bloomberg.

Crude oil prices rise as W. Asia hostilities escalated

Reuters London

Global oil extended gains as the US said it had begun a new wave of strikes against Iranian military installations on Wednesday, aiming to disrupt the state’s ability to strike commercial shipping in the Red Sea.

Washington earlier reiterated that Iranian-backed Houthi forces and launched anti-ship ballistic missiles at the Islamic Revolutionary Guard Corps to threaten to close the “Strait of Hormuz,” corridors that benefit the US and its allies.

SUPPLY FEARS

Brent crude futures gained 18 cents to settle at $84.31 a barrel at 1214 GMT. US West Texas Intermediate (WTI) rose 26 cents, or 0.3 per cent, to $79.60 a barrel.

Crude oil prices settled up 2 per cent at a one-month high on Tuesday as the market exacerbated a supply disruption in the Red Sea, through which about a fifth of the world’s seaborne liquefied natural gas passed before the war’s outbreak.

Iraq and the US reignited talks on the future of the US-led international military coalition in the country after several months of fighting. The Iranian-supported military said it had hit several merchant ships in the area near the strategic waterway and Iranian coastal areas in the last few days.

In response, Iran's Islamic Revolutionary Guard Corps said on Wednesday it struck the headquarters of the coalition, including in Bahrain, according to state media. The military said its fresh strikes on Wednesday against Iran's base was “a response to the cruise missile storage and military facilities used to further degrade military capabilities,” which it said have used to attack commercial shipping in the Strait of Hormuz.

RED SEA

Houthi allies in Yemen have been signalling it may use its Bab el-Mandeb waterway to the Red Sea, opening a new front in the Israel-Gaza tension and putting two of the world's most vital shipping arteries at risk. Further spikes in oil prices could follow a US naval blockade of ships coming and going to Iranian ports, said IG analyst Giovanni Staunovo.

An AI Job Apocalyse?

 The sources present a range of expert perspectives on how AI will reshape the labor market, characterized by a fundamental debate between those who see AI as a "rising tide" of manageable change and those who fear a more disruptive "crashing wave". While these experts generally agree that a sudden "job apocalypse" is unlikely before the end of the decade, they differ significantly on the scale of disruption and the long-term balance between job destruction and creation.

Key Expert Perspectives

• Daron Acemoglu (MIT Professor and Nobel Laureate):

  • Near-Term Outlook: He expects a small net negative impact on labor over the next five years, estimating job losses of less than 2-4%.
  • The "Replacement" Trap: Acemoglu warns that larger losses could occur over 10–15 years if the industry continues to prioritize AI that replaces rather than complements workers. He argues that a human-complementary path would be highly productive but requires a shift in industry incentives.
  • At-Risk Workers: He believes white-collar workers performing cognitive, routine tasks (such as back-office and customer service roles) will bear the brunt of displacement.
  • Skepticism of History: Unlike some peers, he is less comforted by historical precedents, noting that "no general law of economics says that job creation must match job destruction".

• Neil Thompson (Director of FutureTech at MIT CSAIL):

  • The "Rising Tide": Thompson sees AI as a gradual shift that workers and firms can anticipate and manage.
  • Adoption Barriers: He emphasizes that capability is not adoption; for AI to meaningfully change the labor market, it must be reliable, cost-effective, and have access to the right data—requirements that are often not yet met.
  • Task Framework: He distinguishes between "expert" and "inexpert" tasks. If AI automates "least expert" tasks, employment may fall but wages for the remaining specialized work will rise. If it automates "most expert" tasks, the job becomes less valuable, leading to rising employment but falling wages.

• Joseph Briggs (Goldman Sachs Senior Global Economist):

  • Significant but Temporary Displacement: Briggs estimates that the AI transition could displace over 9% of the labor force (~15 million workers) over a 10-year period.
  • Optimism for the Long Run: He believes these losses will be temporary, arguing that AI will create enough new work to offset destruction.
  • Historical Precedent: He points to the fact that 60% of workers today are in occupations that did not exist in 1940, illustrating technology's historical role as a driver of long-term job growth.

Nuanced Insights from the Broader Labor Context

• Substitution vs. Augmentation: Current research suggests AI is substituting for labor more than it is augmenting it, resulting in a small net drag on the labor market of about 16,000 monthly payroll jobs.
• The Fate of College Graduates: While college graduates are highly exposed to AI automation, researchers find little impact on their job prospects so far. Graduates and younger workers have historically adjusted more nimbly to disruption through occupational mobility and skill upgrading.
• Market Uncertainty: Markets are currently favoring AI infrastructure companies because the technology's impact on corporate labor needs and earnings is still too uncertain for investors to reward labor productivity beneficiaries.
• Token Economics: As token unit costs fall, AI agents are becoming increasingly competitive with human labor in higher-value workflows like coding, which may expand the "AI frontier" and increase the scope of automation.

In summary, the experts suggest that while AI will cause real churn and transition costs for displaced workers, the overall labor market outcome depends heavily on whether the technology is used to augment human capabilities or simply replace them.

The sources identify several primary mechanisms through which AI reshapes the labor market, moving beyond a simple "replacement" narrative to a more complex dynamic of substitution, augmentation, and expertise-shifting.

1. Substitution vs. Augmentation

The sources define two fundamental channels through which AI interacts with human work:

• Substitution: This occurs when AI performs tasks previously handled by humans, leading to a straightforwardly negative effect on employment as firms automate and hire fewer people. Occupations with high exposure but low complementarity—such as telephone operators, bill collectors, and insurance claims clerks—face the highest substitution risk.
• Augmentation: This mechanism involves AI making workers more productive. While increased productivity can mean fewer workers are needed for the same output, it can also trigger the "Jevons paradox", where lower production costs increase demand enough to create more jobs overall. Occupations like judges, construction managers, and education workers are cited as having high augmentation potential.

2. The Role of Complementarity

A key mechanism for determining a job's fate is its degree of complementarity with AI. This distinguishes between occupations that AI can easily replace and those it can only assist.

• Work that involves unstructured tasks, physical presence, human judgment, and intense social interaction is more complementary to AI.
• For example, interior designers and customer service reps have similar AI exposure, but the designer's work is far more complementary because it requires a physical presence and unstructured creative tasks that AI cannot yet replicate.

3. The Expertise Mechanism

Expert Neil Thompson proposes a framework based on which parts of a job are automated—the "most expert" or "least expert" tasks:

• Automating "Least Expert" Tasks: Workers can focus on more valuable, specialized work. This leads to lower employment but higher wages for the remaining specialists (e.g., modern proofreaders).
• Automating "Most Expert" Tasks: The job becomes easier for more people to do, which increases competition and lowers the market value of the role. This results in higher employment but lower wages (e.g., taxi drivers after GPS).

4. Historical Job Creation Mechanisms

The sources note that while AI destroys some jobs, it also triggers mechanisms for long-term growth:

• Direct Occupation Creation: Technology creates entirely new roles, such as the 15 million jobs enabled by the digital economy.
• Increased Specialization: AI can lead to more specialized roles within existing fields, a mechanism that previously grew the healthcare sector from 2 million to 18 million workers.
• Indirect Demand Boost: Productivity gains from AI can increase overall income, which indirectly boosts demand for discretionary services like pet care, tutoring, and fitness training.

5. Near-Term Frictional Mechanisms

In the short run, AI acts as a labor market drag through "frictional" unemployment. Displaced workers typically take about a month longer to find new work than those leaving stable roles, often experiencing "occupational downgrading" into roles with lower pay and higher routine content. This suggests that while new jobs may be created, the transition mechanism is often painful and uneven.

The sources outline several significant economic consequences of AI integration, ranging from broad macroeconomic growth to specific shifts in wealth distribution and market behavior.

1. Macroeconomic Uplift and Productivity

The primary positive consequence identified is a significant boost to economic activity.

• GDP and Productivity Gains: Joseph Briggs estimates a baseline 15% uplift to economy-wide productivity and GDP following full AI adoption. This is driven by the technology's ability to automate tasks and make workers more productive.
• The "AI Dividend": Expert Neil Thompson describes this potential as an "AI dividend"—higher levels of productivity and prosperity that could result if the technology is leveraged effectively.

2. Shifts in Income Inequality

A major concern raised in the sources is the uneven distribution of these economic gains, particularly regarding wages.

• Labor Income Inequality: Daron Acemoglu warns that if AI primarily displaces lower-paid white-collar workers (such as those in customer service), labor income inequality will rise. Conversely, if higher-paid managerial roles are also impacted, inequality could potentially decline, though he views this as less likely.
• Labor-Capital Inequality: The gap between income earned from work and income generated from assets is expected to increase. Because AI requires massive capital investment in data and compute, capital income is projected to rise more certainly than labor income, further concentrating wealth among asset owners.

3. Market Uncertainty and Investor Behavior

The economic impact on corporate earnings remains a point of significant uncertainty for financial markets.

• Infrastructure over Productivity: Currently, investors favor the AI infrastructure complex (companies providing the hardware and power for AI) because their earnings are tangible.
• Uncertain Returns on Labor: Markets have not yet rewarded "labor productivity beneficiaries" because it is unclear whether AI will be primarily revenue-enhancing, margin-enhancing (by reducing headcount), or both. Only 2% of S&P 500 firms have explicitly tied AI productivity gains to earnings in recent calls.

4. Changing Cost Dynamics (Token Economics)

The declining cost of AI "tokens" (the units of data processed by AI) is a critical economic driver.

• Competitive with Human Labor: As token unit costs fall, AI agents are becoming increasingly competitive with human labor in higher-value workflows like coding.
• Expanding the AI Frontier: Ongoing declines in token prices lower the breakeven point for automation, rendering more complex enterprise use cases economically viable and potentially accelerating adoption.

5. Transition and Frictional Costs

While the long-term outlook may be positive, the sources highlight immediate economic pains for workers.

• Frictional Unemployment: Displaced workers face a "frictional" period of joblessness, which typically lasts about a month longer than for those leaving stable roles.
• Earnings Losses: Technology-displaced workers incur real earnings losses of over 3% upon reemployment. Over a decade, their earnings grow nearly 10 percentage points less than those who were never displaced, largely due to "occupational downgrading" into roles with lower market value.

The sources indicate that the impact of AI on the labor market is highly uneven, with vulnerability determined by a worker's education level, experience, and the routine nature of their tasks. While experts agree that a "job apocalypse" is unlikely, specific groups are facing significant disruption.

1. Lower-Paid White-Collar Workers

Experts identify lower-paid white-collar workers as the group most vulnerable to direct displacement.

• Tasks at Risk: Vulnerability is highest for those performing cognitive, routine tasks under predictable conditions, such as customer service and back-office work.
• Scale of Impact: This group accounts for roughly 8-9 million workers, or 5% of the US workforce.
• Rising Inequality: Because these tasks are disproportionately performed by lower-paid employees, their displacement is expected to drive an increase in income inequality.

2. Younger and Entry-Level Workers

Younger workers are currently bearing the "brunt of the impact" from AI substitution.

• Widening Gaps: Since the pandemic, the unemployment rate and wage gaps between entry-level (under 30) and experienced workers (31–50) have widened by 0.6 percentage points and 1.3%, respectively, in occupations more exposed to AI.
• Hiring Slowdowns: Companies are increasingly leveraging AI to "moderate the pace of headcount growth," which often manifests as a slowdown in entry-level hiring.
• Historical Resilience: Despite these near-term risks, younger workers have historically adjusted more quickly to technological shifts because they are more mobile and likely to "move up the occupational ladder" into positions requiring advanced skills.

3. College Graduates

College graduates present a complex case: they have the highest exposure to AI but have shown the most resilience so far.

• Disproportionate Exposure: Graduates are "disproportionately employed in industries with high AI adoption" (such as finance and professional services) and occupations where tasks are highly automatable (legal, architecture, and engineering).
• Limited Impact to Date: Despite high exposure, researchers find that AI has had little impact on their job prospects so far, though their unemployment rate currently sits above pre-pandemic averages.
• Proactive Adjustment: Students are already responding to these shifts; enrollment is declining in majors with high displacement risk, like computer science, while rising in healthcare and engineering.

4. Displaced Workers (The "Frictional" Demography)

Any worker displaced by AI, regardless of their specific field, faces a difficult transition trajectory.

• Reemployment Challenges: On average, technology-displaced workers take one month longer to find new work than those leaving stable roles.
• Occupational Downgrading: Displaced workers frequently experience "occupational downgrading," moving into roles with higher routine content and lower analytical demands, which leads to real earnings losses of over 3% upon reemployment.
• Long-Term Drag: Over a decade, these workers see real earnings grow nearly 10 percentage points less than peers who were never displaced.

Summary of Vulnerability Factors

Demographic	Primary Risk	Mitigation Factor
Lower-Paid White-Collar	High substitution of routine cognitive tasks	Societal consensus on "human-complementary" AI
Entry-Level/Younger	Erosion of entry-level positions and hiring slowdowns	Greater occupational mobility and faster adjustment
College Graduates	High task exposure in specialized fields	Historic ability to upgrade skills and adapt "nimbly"
Non-College/Manual	Future risk from AI-robotics integration	AI's current inability to handle unstructured physical tasks