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By:

Abhijit Mulye

21 August 2024 at 11:29:11 am

NDA power matrix reshaped after success

AI generated image Mumbai: A quiet coup in the state has triggered a loud shift in the power dynamics of the nation’s capital. By engineering the defection of six additional MPs, Deputy Chief Minister Eknath Shinde has nearly doubled his parliamentary muscle, transforming his Shiv Sena faction from a junior regional partner into an indispensable pillar of the NDA. Now sitting on a commanding 13 seats, Shinde has dramatically increased his political leverage—leaving a cautious BJP to weigh the...

NDA power matrix reshaped after success

AI generated image Mumbai: A quiet coup in the state has triggered a loud shift in the power dynamics of the nation’s capital. By engineering the defection of six additional MPs, Deputy Chief Minister Eknath Shinde has nearly doubled his parliamentary muscle, transforming his Shiv Sena faction from a junior regional partner into an indispensable pillar of the NDA. Now sitting on a commanding 13 seats, Shinde has dramatically increased his political leverage—leaving a cautious BJP to weigh the cost of an emboldened ally demanding a bigger slice of the pie in both the Union and state cabinets. In a masterstroke of political engineering that has profoundly jolted political landscape, Shinde has once again demonstrated his formidable capacity for disruption. The rebellion of six out of nine Lok Sabha Members of Parliament from the Uddhav Thackeray-led Shiv Sena (UBT), ostensibly joining Shinde’s ranks under the banner of “Operation Tiger,” is not merely a regional skirmish. It is a calculated power play that reverberates through the highest corridors of power in New Delhi. By nearly doubling his party’s strength in the lower house from seven to thirteen MPs, Shinde has dramatically altered his own political trajectory, elevating his faction from a helpful regional ally to an indispensable pillar of the National Democratic Alliance (NDA). Shinde’s Stature The immediate consequence of this crossover is a massive surge in Shinde’s stature within the NDA hierarchy. With thirteen parliamentarians, his Shiv Sena is now poised to become the fourth-largest bloc in the ruling national coalition, sitting just behind the Bharatiya Janata Party, the Telugu Desam Party, and the newly formed Nationalist Citizens Party of India. This numerical leap is of immense strategic value to the BJP-led central government. In a parliamentary environment where the ruling coalition possesses only a modest majority, every single seat counts. The central leadership is acutely aware of upcoming legislative hurdles, particularly ambitious constitutional amendments like the proposed delimitation bill, which will require a formidable two-thirds majority. By acting as the architect of this crucial numerical boost, Shinde has cemented his reputation as a reliable and highly effective operator for the NDA, significantly increasing his bargaining power and political leverage. National Relief For the BJP, this development evokes a complex mixture of profound national relief and acute regional anxiety. From the vantage point of PM Narendra Modi and Union Home Minister Amit Shah, Shinde’s successful poaching operation is a clear windfall. It simultaneously fortifies the NDA’s numerical strength in New Delhi while severely crippling a vocal opposition force in Maharashtra. The central BJP leadership views Shinde as a vital asset capable of bridging the gap between their current numbers and the overwhelming mandates of the past. However, the perspective from the Maharashtra BJP headquarters is noticeably more apprehensive. State BJP leaders openly acknowledge Shinde’s soaring political equity, but they are increasingly wary of his expanding ambitions. They recognize that an emboldened Shinde, eager to fill the political vacuum left by Uddhav Thackeray and a fragmented Nationalist Congress Party, will aggressively attempt to expand his footprint across the state, potentially encroaching upon the BJP’s own traditional support bases. Power Sharing This dramatically enhanced political heft immediately raises pressing questions regarding power-sharing arrangements, both at the Centre and in the state. Armed with thirteen MPs, Shinde’s camp is undoubtedly preparing to seek greater political rewards. In the Union Cabinet, his demand for an additional, high-profile ministerial berth is now backed by solid arithmetic. Given his heightened utility to the national coalition, the BJP high command is highly likely to accommodate this request during the next cabinet reshuffle. However, the power struggle within the Maharashtra state cabinet promises to be far more contentious. Shinde, who had to settle for the Deputy Chief Ministership behind Devendra Fadnavis following the last assembly elections, may now feel emboldened to petition the BJP leadership for the top job. The BJP’s state unit is actively preparing to fiercely resist any such demand. Senior BJP leaders are quick to emphasize that despite his parliamentary gains, Shinde’s legislative strength in the state assembly hovers around 57 MLAs, dwarfed by the BJP’s commanding 132 legislators. Consequently, conceding the Chief Minister’s chair remains highly improbable. Instead, the BJP will be forced into a delicate balancing act, likely appeasing Shinde by granting his faction a larger share of influential, heavyweight portfolios within the state government to keep the alliance stable. Ultimately, through sheer political audacity, Eknath Shinde has ensured that neither New Delhi nor Mumbai can afford to govern without catering to his increasingly formidable political weight.

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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