top of page

By:

Abhijit Mulye

21 August 2024 at 4:59:11 pm

Why BJP cannot afford to pull Fadnavis out of Maharashtra

Mumbai: A recent political skirmish between Chief Minister Devendra Fadnavis’ wife, Amruta and Shiv Sena leader Sanjay Raut has inadvertently breathed new life into one of Maharashtra’s longest-running political debates: Is the Chief Minister quietly preparing to shift his base to New Delhi? Following a provocation by Raut regarding a potential move to the national capital, Amruta delivered a sharp retort, asserting that unlike the Sena leader, both she and her husband remain strictly...

Why BJP cannot afford to pull Fadnavis out of Maharashtra

Mumbai: A recent political skirmish between Chief Minister Devendra Fadnavis’ wife, Amruta and Shiv Sena leader Sanjay Raut has inadvertently breathed new life into one of Maharashtra’s longest-running political debates: Is the Chief Minister quietly preparing to shift his base to New Delhi? Following a provocation by Raut regarding a potential move to the national capital, Amruta delivered a sharp retort, asserting that unlike the Sena leader, both she and her husband remain strictly oriented toward grassroots public service. While this high-profile exchange captured the daily headlines, a deeper investigative analysis of the state’s political chessboard reveals a starker structural reality – the BJP simply cannot afford to move Fadnavis anytime soon. The speculation surrounding a “Delhi destiny” for Fadnavis is not new. Political observers have frequently positioned him in the national leadership matrix, with widespread speculation even hinting at him as a potential successor to the Prime Minister. Yet, Fadnavis has consistently played the consummate organization man. He has repeatedly stated his strong preference to remain anchored in Maharashtra, while diplomatically adding that, as a disciplined cadre of the BJP, he is bound to serve the people in whatever capacity the party high command deems appropriate. Leadership Vacuum However, behind closed doors, the real reasons anchoring Fadnavis to Maharashtra lie in the severe leadership vacuum and complex challenges currently facing the state BJP unit. A forensic look at the party’s regional roster exposes a glaring lack of alternatives. Over the past few years, the state party dynamic has been fundamentally restructured; senior stalwarts like Vinod Tawde have already been absorbed into the central leadership in New Delhi, while several other regional heavyweights have been strategically cut down to size. Consequently, the Maharashtra BJP is currently devoid of another experienced, universally acceptable hand with the political bandwidth to govern a crucial and financially vital state. Fadnavis possesses a rare ideological and administrative hybrid profile that perfectly aligns with Maharashtra’s unique sociopolitical climate. He remains deeply rooted in the core Hindutva ideology of his parent organization, yet he seamlessly projects the modern, technocratic, and pro-corporate image that is absolutely essential to helm a highly progressive and industrialized state. This dual persona is the exact political capital required to hold a fragile government together. Fadnavis has proven to be the only leader capable of walking the tightrope of regional coalition politics, successfully acting as the connective tissue between two major, often feuding allies who rarely see eye-to-eye on administrative or ideological issues. Caste Politics Beyond coalition mechanics, Maharashtra is currently navigating a highly volatile undercurrent of simmering caste politics. Fadnavis’ political acumen has been critical in absorbing these sociopolitical stretches and strains, ensuring that these regional frictions do not derail the state’s economic momentum. Under his watch, the administration has fiercely guarded Maharashtra’s position as the numero uno destination for development and investment in the country. Finally, the state is gearing up for a season of massive logistical, cultural, and administrative challenges, most notably the upcoming Kumbh Mela in Nashik. Executing mega-events of this scale requires seasoned, hands-on leadership and deep institutional memory.

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.)

Comments

bottom of page