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By:

Anusreeta Dutta

26 April 2026 at 1:22:24 pm

One Maharashtra, Unequal Priorities

Six decades after statehood, constitutional safeguards remain necessary to bridge the gap between western Maharashtra and the regions left behind. Maharashtra is often referred to as India’s economic engine. The state, which is home to Mumbai’s financial ecosystem and Pune’s industrial corridor, contributes about 14 percent to the GDP of India. There is a long-standing dispute behind this achievement that has affected state politics for decades. Is every district in Maharashtra thriving at...

One Maharashtra, Unequal Priorities

Six decades after statehood, constitutional safeguards remain necessary to bridge the gap between western Maharashtra and the regions left behind. Maharashtra is often referred to as India’s economic engine. The state, which is home to Mumbai’s financial ecosystem and Pune’s industrial corridor, contributes about 14 percent to the GDP of India. There is a long-standing dispute behind this achievement that has affected state politics for decades. Is every district in Maharashtra thriving at the same pace? It is not just a political question. It is written into the Constitution proper. Unlike most states in India, Maharashtra has a unique constitutional provision under Article 371(2) which empowers the Governor to ensure that development funding and opportunities are equally shared between Vidarbha, Marathwada and the rest of Maharashtra. The clause was born out of fears that some areas would be forgotten once the state was established in 1960. Six decades later, the existence of this constitutional safeguard raises an uncomfortable question: why does Maharashtra need tools to balance regional development still? Regional Disparity The seeds of regional disparity were sown long before the birth of Maharashtra. Western Maharashtra had early investments in irrigation, cooperative sugar mills, educational institutions and transportation. The centres of industrial growth followed by agricultural commercialisation were Pune, Satara, Sangli, Kolhapur and part of Nashik. Vidarbha and Marathwada chose the other. Agriculture was still heavily dependent on monsoon rains, industrialization was slow and irrigation coverage was less than the state averages. Regional studies in Maharashtra have repeatedly shown that irrigation intensity and agricultural yield are higher in western districts than in much of eastern Maharashtra. These differences subsequently led to calls for institutional safeguards. In contrast, in western Maharashtra, government moves are increasingly geared towards growth, not deficit reduction. The region’s success is built on industrial corridors, logistics infrastructure, urban mobility projects and advanced manufacturing clusters. Pune has emerged as a hub for vehicles, computer technology, defence production and startups. Mumbai remains a major draw for investment in metro rail networks, coastal roadways, financial services infrastructure and international business zones. Agricultural practices in western Maharashtra are in a relatively advanced stage of development. Irrigation coverage is much better than many districts in the east, so the authorities can concentrate on raising productivity, export-oriented, value-added farming and agro-processing industries. Western Maharashtra’s policy, in a nutshell, is to make competitive regions more competitive. Eastern Maharashtra is very different. Here, the Governments have not only focused on accelerating growth but also on reducing the backlog of development. The main policy question is irrigation. For many decades official studies have consistently identified irrigation as the most important factor for regional disparities. Even with dedicated funds, the backlog of irrigation in Vidarbha and Marathwada kept growing, requiring repeated interventions by successive governments. To tackle this, region-specific irrigation corporations, such as Vidarbha Irrigation Development Corporation (VIDC) and Godavari Marathwada Irrigation Development Corporation (GMIDC) were established with a specific mandate to speed up water infrastructure projects. The Union Government has sanctioned a special irrigation package for Vidarbha, Marathwada and draught prone areas of Maharashtra, with an objective to increase irrigation potential and improve water security of the farmers. Even today, a lot of public money is spent on irrigation projects in eastern Maharashtra. Government affidavits and parliamentary replies say crores of rupees are spent every year to make up for irrigation shortfalls and to finish long-pending projects. This emphasis reflects an important reality: while the western part of Maharashtra talks about competitiveness, the eastern part of Maharashtra continues to debate water access. Another area where there are divergent approaches is industrial policy. Market forces have played a major role in the industrial expansion of western Maharashtra, a process assisted by the existing infrastructure and urbanization. In contrast, Eastern Maharashtra has frequently depended on state-led interventions to draw investment to lagging regions. Projects such as the Multi-modal International Cargo Hub and Airport at Nagpur (MIHAN), logistics corridors, special industrial incentives and infrastructure subsidies were to divert industrial expansion away from the Mumbai-Pune region. Likewise, recent government announcements have earmarked Vidarbha to become a future hub for solar energy, semiconductors, aerospace manufacturing and logistics, with Marathwada being pitched for electric vehicle and electronics investments. Whereas in western Maharashtra, the policy tends to buttress pre-existing advantages, in eastern Maharashtra the industrial policy aims to generate such advantages from the beginning. Regional Equilibrium These divisions have persisted, leading to separate institutions of governance. Vidarbha and Marathwada have statutory development boards to monitor regional imbalances and recommend corrective actions. Their emergence is an indication of a broader acceptance that market forces alone have not been adequate to promote balanced growth in Maharashtra. The second capital of Maharashtra is also Nagpur. The same ideology. The state legislature meets every winter in eastern Maharashtra to ensure that the issues concerning the region remain in the political focus. The issues discussed generally are irrigation, agriculture, tribal welfare and regional development in these sessions. The controversy over regional equity, however, is still unresolved. According to critics, despite decades of special packages and focused strategies, many irrigation projects continue to face delays, cost overruns and implementation problems. Several big projects in Vidarbha remain incomplete despite years of cash pledges. There is now a growing body of policy thinking that suggests that Maharashtra may have to give up the very terminology of backlog elimination. In its own discussion on balanced regional development, the state attaches more importance to reforms in governance, diversification of the economy and speeding up growth, than to compensatory spending. The challenge is not just building canals and roadways anymore but building lasting economic ecosystems that can hold on to talent, draw investment and create jobs beyond the traditional Mumbai-Pune boom corridor. The real test for Maharashtra will be whether future policies can turn Vidarbha and Marathwada from regions requiring special support to regions capable of driving growth on their own. Till then Maharashtra’s development story will be two stories. (The author is a columnist and climate researcher with experience in political research analysis and energy policy. Views personal.)

AI in Sperm Sorting: An Unbiased Decision for A Better Outcome

Artificial Intelligence or AI is revolutionising fertility treatments of the future. The inclusion of AI enhances the accuracy, efficiency, and objectivity of sperm selection, hence potentially improving fertility outcomes by leaps and bounds. Traditionally, sperm sorting through manual methods is subjective to judgments. Processes like centrifugation and swim-up methods are used to separate sperm based on motility and morphology. Although they are effective, they have their limitations, leading to human errors that affect the success rates of fertility treatment. For instance, studies have shown that traditional sperm sorting techniques can have variability in success rates, with reported live birth rates ranging between 15 per cent to 25 per cent per cycle depending on the method and quality of sperm. Hence the introduction of AI helps in maintaining consistency in evaluations of sperm, using the same data set for every sample which leads to better judgments.


Automation and Standardisation- Automation of sperm selection and also introduction of AI in the process have improved the results in ART. AI-assisted sperm selection improves the accuracy in choosing high-quality sperm for fertilisation purposes, and also, pregnancy and live birth rates might be improved. Technologies like Intracytoplasmic Morphologically Selected Sperm Injection along with AI ensure the chances of pregnancies increase by about 10-20 per cent compared to the standard procedures. AI and Automation will decrease time taken to analyze sperm and increase opportunities to select better sperm with DNA integrity for better development and higher success rates in embryo selection. These processes ensure that the sperm selection process follows consistent criteria, reducing variability in outcomes caused by human error.


Analysing Complex Data for Better Outcomes- AI plays a crucial in improving IVF outcomes by analysing complex data and providing tailored recommendations. AI-driven tools and models such as those on SpOvum.ai point towards an opportunity to optimise ovarian stimulation decisions by assessing patient characteristics and follicle growth patterns. A study revealed that the use of AI in IVF improved egg yield and reduced medication costs. AI enables fertility specialists to make data-driven choices, improving overall IVF success rates and streamlining treatment processes.


Reducing Human Error- AI models can continuously learn and refine their performance by being trained on newer data. This adaptability ensures the technology remains unbiased and up-to-date with the latest scientific insights into sperm quality and fertility success rates. Studies have shown that AI-driven sperm sorting can decrease human-related errors by up to 25 per cent, improving sperm selection quality in terms of morphology and motility.


Reduction of Sperm Damage- The new AI-driven sperm sorting techniques also include microfluidic systems that are known to exhibit several advantages over the most commonly used conventional method, which is centrifugation. Traditional centrifugation methods, such as density gradient centrifugation, also cause severe oxidative stress and DNA fragmentation of the sperm because of the very high mechanical forces involved. The AI-infused microfluidic sorting minimises this damage significantly by involving gentler processes that mimic the natural pathway of sperm selection. The studies show that the process of microfluidic sorting decreases DNA fragmentation in sperm, which gives improved opportunities for success for IVF. For example, DNA fragmentation is 20 percent lower in sperm sorted using microfluidic processes than in traditional processing methods.


AI is bound to play an increasingly definitive role in fertility treatments, which will improve the outcomes for couples experiencing infertility.


(The author is a Co-Founder & CEO at SpOvum® Technologies. Views personal.)

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