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By:

Rajendra Joshi

3 December 2024 at 3:50:26 am

Kolhapur Police corruption broker exposed

Khaki, Black Money - Part 1 Crores allegedly traded for transfers and promotions; seven bank accounts under scanner AI Generated Image Kolhapur: Kolhapur has stumbled upon a rare moment of truth — and possibly a historic reckoning — within the police force. An alleged broker in the police establishment, Satish Panekar, was caught red-handed by the Anti-Corruption Bureau (ACB) a few months ago for demanding hefty bribes in return for transfers and promotions. After spending time behind bars,...

Kolhapur Police corruption broker exposed

Khaki, Black Money - Part 1 Crores allegedly traded for transfers and promotions; seven bank accounts under scanner AI Generated Image Kolhapur: Kolhapur has stumbled upon a rare moment of truth — and possibly a historic reckoning — within the police force. An alleged broker in the police establishment, Satish Panekar, was caught red-handed by the Anti-Corruption Bureau (ACB) a few months ago for demanding hefty bribes in return for transfers and promotions. After spending time behind bars, Panekar is now out on bail. Departmental and ACB probes are formally underway, and he is expected to face trial.   Yet, the central question remains deliberately unanswered: who was Panekar working for? Who is the real architect of this racket — the invisible hand that turned postings and promotions into a marketplace?   If that “big fish” is netted, the shockwaves could rattle the upper echelons of Maharashtra’s police hierarchy. This is not merely about one middleman. It is about dismantling a system that has converted the uniform into a licence to mint black money. Whether this opportunity is seized or squandered will determine the future credibility of a police force already battered by corruption.   Big Scandal The Panekar case has now become the most talked-about scandal within the Kolhapur police. He allegedly acted as a broker for transfers and promotions, with a woman police officer accused of identifying and funneling “clients” to him. Officers seeking favourable postings or career advancement were directed to Panekar, where the “rate card” was fixed. Once the payment was made, the desired transfer or promotion allegedly followed — as if by divine intervention.   What was earlier whispered in corridors is now openly discussed: the racket is believed to have handled transactions running into several crores of rupees. The Shiv Sena (Uddhav Thackeray faction) deputy leader Sanjay Pawar has formally alleged that Panekar parked this illegal wealth in multiple bank accounts held in his and his family members’ names. He has submitted details of seven such accounts to the district police chief, demanding a thorough probe.   The ACB, too, has reportedly sought permission from the Reserve Bank of India to access details of these accounts. If pursued honestly, the coming days could reveal the true scale of black money generated through police transfers and promotions — money extracted under the very authority meant to uphold the law. The biggest challenge, however, remains untouched: the arrest and exposure of the real mastermind.   Suspicion Widens Investigators believe the money collected by Panekar runs into several crores. The locations of the bank accounts raise further suspicion. Unlike ordinary citizens, who typically open accounts close to home, these accounts are spread across branches of nationalised and private banks in areas such as Kasba Bawda, Radhanagari and Gandhinagar. A pressure-free investigation could expose how deeply the police force has sunk into this cesspool — and who has been shielding whom.   The needle of suspicion, meanwhile, points towards a senior police officer in the state. Since Panekar’s arrest, this officer is said to have visited Kolhapur on three occasions. There is talk that the officer even met Panekar while he was in custody at the Rajarampuri police station and stayed in the city for three days. Who is this officer? How much wealth was accumulated during his tenure in Kolhapur?   If Panekar begins to speak candidly before the inquiry committee, these answers may no longer remain buried. But for that to happen, the committee needs more than procedure — it needs protection. Protection that can come only from the Chief Minister himself.

AI in Sperm Sorting: An Unbiased Decision for A Better Outcome

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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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