top of page

By:

Abhijit Mulye

21 August 2024 at 11:29:11 am

Gen Z revolt leaves Modi govt scrambling

Mumbai: The recent CJP agitation at Jantar Mantar, amplified by a ferocious wave of social media backlash, has achieved what years of fragmented opposition politics could not: it has visibly shaken the highest echelons of the Narendra Modi government. For the first time in over a decade, the seemingly impenetrable fortress managed by Prime Minister Modi and Home Minister Amit Shah appears vulnerable. Driven by a Gen Z demographic that refuses to play by traditional political rules, the...

Gen Z revolt leaves Modi govt scrambling

Mumbai: The recent CJP agitation at Jantar Mantar, amplified by a ferocious wave of social media backlash, has achieved what years of fragmented opposition politics could not: it has visibly shaken the highest echelons of the Narendra Modi government. For the first time in over a decade, the seemingly impenetrable fortress managed by Prime Minister Modi and Home Minister Amit Shah appears vulnerable. Driven by a Gen Z demographic that refuses to play by traditional political rules, the movement has made the ruling dispensation’s meticulously crafted narrative look starkly outdated. The scale and intensity of the public unrest have triggered alarm bells, prompting the government to take unprecedented corrective measures. In a remarkable departure from its usual top-down approach, the Union government has officially deputed Officers on Special Duty (OSDs) to execute a massive ground-level feedback-gathering exercise. Insiders reveal that this crisis management strategy operates on multiple tiers. The government is actively seeking counsel from technology experts and content analysts to decipher exactly what went wrong and to understand the strategic advantages of the digital content generated by CJP supporters. These grassroots digital campaigns brought about a drastic, organic shift in public expression that caught the administration entirely off guard. Furthermore, officials are engaging in candid dialogues with independent, well-meaning individuals tasked with holding a mirror to the administration's failures. Professionals entrusted with coordinating these meetings admit the outcome remains uncertain, but the sheer scale of outreach marks a watershed moment for a government usually insulated from external critique. The political vacuum created by this unrest has been masterfully exploited by the opposition. Capitalizing on the opening created by the CJP protests and climate activist Sonam Wangchuk, Rahul Gandhi has seized the political advantage. By deploying an emotional narrative—particularly regarding the use of pellet guns—Gandhi has effectively targeted Amit Shah, leaving the Prime Minister cornered. The optics in Parliament have been equally jarring for the ruling party. For the first time in twelve years, fumbling, elderly figures within the BJP found themselves outmatched by the scathing, articulate assaults from Rahul and Priyanka Gandhi. Armed with quick wit, finesse, and an undeniable superiority in content, the Congress leadership is dictating the terms of the debate, forcing the BJP onto the defensive. This sudden vulnerability has blown the lid off simmering discontent within the ruling party. Insiders are now openly arguing that the hyper-centralization of power by Modi and Shah is fundamentally flawed. The strategy of installing dependent "yes-men"—leaders who shine merely in borrowed light—in key state positions is backfiring spectacularly. While this iron-fisted strategy yields dividends during favourable times, the current crisis proves that an artificially sustained leadership cannot withstand a genuine storm. Many within the party lament the sidelining of softer, grassroots-connected leaders like Shivraj Singh Chouhan. A leader of Chouhan's calibre, possessing natural empathy and a deep understanding of the masses, could have offered a sympathetic and appealing rebuttal, contrasting sharply with the shallow, dry rhetoric currently being peddled by the party's younger, yet out-of-touch, defenders. The immediate consensus is that the party desperately needs to replace its aging heavyweights with articulate voices who can genuinely connect with an evolving electorate. Perhaps the most shocking revelation from the fallout is the catastrophic failure of the Rashtriya Swayamsevak Sangh's (RSS) legendary feedback and feed-forward mechanism. For decades, the RSS has served as the eyes and ears of BJP governments, but this time, the machinery completely failed to gauge the scale of the impending unrest. According to senior insiders, the root cause lies in a deep-seated rot within the RSS itself. As the organization celebrates its centenary year, it is grappling with an internal crisis. Unlike previous BJP regimes where the political arm bore the exclusive brunt of corruption allegations, the malaise has now reportedly crept into the highest echelons of the RSS leadership. This unprecedented internal decay has severed the organization's vital connection to the ground, leaving the BJP flying blind during a crucial socio-political upheaval.Despite the prevailing anxiety within the corridors of power, the newly initiated feedback-gathering exercise is being hailed as a much-needed course correction by veteran leaders within both the party and the RSS. Long-sidelined stalwarts view this desperate measure as a vindication of their long-held grievances against the centralized high command. While the designated OSDs and professionals remain cautiously optimistic about the immediate impact of their data-gathering, these old-guard insiders sense a rare opportunity. They believe that confronting the unvarnished truth from the ground might finally force a complete and necessary overhaul of the Parivar organizations, dismantling the fragile, sycophantic structures currently in place and returning the party to its grassroots origins.

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