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By:

Rajendra Pandharpure

15 April 2025 at 2:25:54 pm

Policing a Restless City

The Pune police’s crackdown on nightlife and assemblies exposes the uneasy nexus between crime, politics and public security AI generated image Pune: Pune likes to think of itself as Maharashtra’s cultured capital, a city of students, software engineers and retirees. But in the past decade or so, that reputation has taken a beating with the city increasingly turning into a netherworld where criminal gangs operate with growing audacity and where citizens are no longer certain that the state...

Policing a Restless City

The Pune police’s crackdown on nightlife and assemblies exposes the uneasy nexus between crime, politics and public security AI generated image Pune: Pune likes to think of itself as Maharashtra’s cultured capital, a city of students, software engineers and retirees. But in the past decade or so, that reputation has taken a beating with the city increasingly turning into a netherworld where criminal gangs operate with growing audacity and where citizens are no longer certain that the state can guarantee their safety. Faced with mounting public anxiety over deteriorating law and order, the Pune Police have recently imposed two stringent restrictions. Night-time checkpoints now dot the city's roads after 10 p.m. while food stalls, carts and riverside eateries are being ordered to shut early. Simultaneously, authorities have enforced a 14-day prohibition on public assemblies, effective from May 26. The measures have triggered an intense political debate. Crime Wave The immediate backdrop is an unmistakable rise in criminal activity. Across several neighbourhoods, local strongmen known as ‘Bhais’ and ‘Dadas’ continue to wield influence. Their reach extends beyond mere street-level intimidation. Many residents believe these figures enjoy varying degrees of patronage from political parties, creating a perception that law enforcement is either reluctant or unable to act decisively against them. Such perceptions erode public confidence in the police and strengthen the atmosphere of fear. Particularly troubling has been the escalation of gang rivalries. Violent confrontations involving koytas have become alarmingly common. What was once an occasional occurrence has evolved into a recurring feature of the city’s urban life. Attacks now take place in crowded public spaces and during daylight hours, signalling a brazen disregard for authority. The phenomenon has spread to Kothrud, regarded as one of Pune’s quieter and more settled suburbs. The area has found itself drawn into the orbit of gang violence, most notably through the turbulent history of the Andekar gang. The murder of Vanraj Andekar, a former corporator associated with the Nationalist Congress Party, marked a dramatic turning point. Investigators subsequently found that members of his own extended family were allegedly involved in the crime. Retaliatory killings followed as violence spilled onto major roads and public gatherings, while one accused gangster reportedly fled abroad. The rise of the so-called ‘Koyta Gang’ has become emblematic of this trend. To outsiders, the preference for machetes over firearms may appear puzzling. Yet law-enforcement officials argue that such weapons are often used to ensure a killing is completed. Their symbolism is equally important: the koyta serves not merely as a weapon but as an instrument of intimidation, projecting fear in neighbourhoods where gangs seek to establish dominance. Public Nuisance At the same time, the city’s authorities are grappling with a different, though related, challenge. Pune’s burgeoning night-time food culture has transformed several streets and riverside stretches into lively social spaces. But these gathering spots have also generated complaints about drunkenness, disorderly conduct and public nuisance. Residents have increasingly demanded intervention. The police response therefore reflects not only concerns about crime but also an attempt to restore civic order. Whether these measures prove effective remains uncertain. Restricting late-night activity may reduce opportunities for disorder, but it also affects legitimate businesses and social life.

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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