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By:

Abhijit Mulye

21 August 2024 at 11:29:11 am

Resorts, Rallies, and Rebellion

Inside Mahayuti’s high-stakes firefighting for legislative council polls Mumbai: The public posture of ruling Mahayuti alliance radiates supreme confidence. Leaders from the BJP, Shiv Sena led by Eknath Shinde, and NCP led by Sunetra Pawar are predicting a clean sweep. Voting is scheduled for Thursday. Yet, beneath this calm exterior lies intense backstage panic. None of the alliance constituents are leaving any loose ends. No leader wants to take any risks, as everybody is trying to ensure...

Resorts, Rallies, and Rebellion

Inside Mahayuti’s high-stakes firefighting for legislative council polls Mumbai: The public posture of ruling Mahayuti alliance radiates supreme confidence. Leaders from the BJP, Shiv Sena led by Eknath Shinde, and NCP led by Sunetra Pawar are predicting a clean sweep. Voting is scheduled for Thursday. Yet, beneath this calm exterior lies intense backstage panic. None of the alliance constituents are leaving any loose ends. No leader wants to take any risks, as everybody is trying to ensure their real value is recognized and past political scores are waiting to be settled. This volatile environment has triggered widespread fears of cross-voting. It has given a massive boost to resort politics across the state. The upcoming contest spans 17 local self-government constituencies. The unique composition of this electorate makes the election highly unpredictable. The voters are not regular citizens. They are elected corporators, municipal councillors, and Zilla Parishad members. This setup makes the election hyper-localized. It offers a perfect shadow arena for local politicians to exercise leverage. Consequently, ruling alliance leaders are taking extraordinary measures to protect their flocks. Every single vote is being heavily guarded. Poaching Game Political parties have quickly locked down their voters to prevent poaching. Sources reveal that local body members from Sangli, Nanded, and Nagpur are already gone. They have been taken on special tours to Goa under tight supervision. Meanwhile, corporators from Nashik have been moved elsewhere. They are currently staying at a secluded luxury resort near Bhiwandi. These defensive tactics show how deeply the party bosses distrust their own members. Political managers are monitoring every voter’s movement around the clock. The ground reality across key cities highlights this deep regional friction. In Nagpur, the stakes are incredibly high. This by-election became necessary after state BJP chief Chandrashekhar Bawankule vacated the seat. He did so after winning his election to the state assembly. The BJP cannot afford a defeat in its primary ideological stronghold. Similarly, the Wardha-Chandrapur-Gadchiroli constituency presents a tough challenge. The BJP has fielded Arun Lakhani for this crucial seat. However, managing the intricate web of local body representatives in Chandrapur is testing the party machinery. Shifting Loyalties Other regions show similar vulnerability. In seats like Jalgaon, Nanded, and Sangli, traditional political loyalties are shifting. Compounding these internal threats is the BJP’s aggressive campaign strategy. The party chose to treat this council election as an opportunity. They wanted to expand their standalone organisational footprint across the state. Instead of relying on traditional top-down bulk voting through alliance bosses, the BJP targeted the electorate directly. The party organised an array of localised rallies, town hall meetings, and gatherings of the electorate. Some of these events registered an excellent response. However, this unilateral approach deeply irritated their alliance partners and many of these events saw dismal attendance by BJP’s alliance partners. Apart from this general apathy, the real challenge was that of open rebellion within the ruling alliance’s internal ranks. Disgruntled local leaders, disappointed ticket seekers, and ignored district presidents had expressed loud resentment. Even sitting MLAs and MLCs have signaled their displeasure over candidate choices. State BJP leaders had to spend considerable energy for the firefighting and ensuring that rebellion is contained. Yet many leaders are still unhappy with current regional power equations. Frantic Firefighting Fearing massive internal sabotage, the BJP top brass has launched a frantic firefighting operation. Senior leaders have been entrusted with strict responsibilities to oversee specific seats. They are managing all local arrangements personally. Top party managers are literally crisscrossing the state using helicopters and chartered flights. They are conducting last-minute pacification drives in every sensitive district. These leaders are holding urgent, closed-door meetings to placate angry regional chieftains. They are working hard to neutralize rebel factions. No disgruntled leader is being left unattended before Thursday morning. Promises of future political rewards are being distributed generously. Leaders are promising state-run board appointments and fresh development funds to buy peace. The frantic resort lockdowns and endless late-night negotiations reveal the true story of this election. The Mahayuti may still win a majority of these 17 seats through sheer resource dominance. However, the visible fractures in cities like Nashik, Sangli, Chandrapur, and Jalgaon reveal a fragile coalition. This council election has ceased to be a routine legislative exercise. It has mutated into a brutal internal audit of the ruling alliance’s unity. The final results will offer a definitive look at who holds the real power.

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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