
Biased output, privacy violation, unauthorised data sharing due to AI can have serious ramifications for India Inc
"Most organisations are using AI with the best intentions-whether for efficiency, productivity, faster time to market, staying ahead of the curve, or market defence. But, in their pursuit of these goals, governance may not have received as much attention," said Ritesh Tiwari, partner and national leader for governance, risk & compliance services at KPMG in India.
Auditors said the biggest concern currently is the lack of adequate board-level engagement on the issue. "Ethical usage of AI has to be a boardroom topic. Without the top-down commitment, it's a ticking time bomb. One wrong deployment, one biased output-and the reputational damage could be massive," said Tiwari. "We do tests for bias where mandated, but in many companies, it's not yet part of their risk culture. That's something we're pushing to change."Globally, there have been several high-profile instances of AI failures, from Amazon's recruiting tool showing bias against women to Microsoft's Tay chatbot generating offensive content, Facebook's Cambridge Analytica data scandal, and McDonald's Drive-Thru AI mishaps. As Indian organisations become increasingly aware of the risks associated with AI deployments, they are also strengthening their oversight and governance mechanisms to manage these challenges."Organisations have now started to ask that internal audits specifically cover the AI adoption lifecycle, looking at everything from pre-development planning to post-deployment performance," said Sunil Bhadu, partner and India GRC leader at PwC India. "The focus is typically on the governance framework and policies, design compliance with industry standards, workflow integrity, and robust working processes to ensure that these models aren't hallucinating or generating misleading results."Internal auditors emphasise that Indian firms have to realise the value of building trustworthy AI by design. "With global incidents highlighting the risks, mature organisations are proactively seeking guidance on managing AI-related risks. They're turning to recent frameworks like the EU AI Act, the NIST AI Risk Management Framework, and Deloitte's own Trustworthy AI model, asking, can our systems be reviewed and benchmarked against these frameworks to ensure responsible development and deployment?" said Anthony Crasto, president, assurance at Deloitte South Asia.Another crucial factor in internal audits of AI models is cybersecurity and privacy, given AI systems often process sensitive personal and business data, using complex codebases, and can be vulnerable to adversarial attacks or prompt injection if not properly secured.
"From a security and privacy lens, we're also testing the algorithm logic, reviewing adherence to secure coding principles and business objectives, and data protection norms, and carrying out vulnerability assessments, etc. Data privacy is a growing area of concern," said Crasto. On their part, auditors are doing closer scrutiny of aspects like training, testing, and validation of these models, since flaws at the foundational stages could lead to biased, unreliable, or even unsafe outputs once deployed. "We ask the companies: Is there a documented AI policy? Is it aligned with global frameworks? We assess the policy's treatment of privacy, security, responsibility, human-in-the-loop accountability, transparency, model bias and explainability," said Crasto.

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Business Standard
34 minutes ago
- Business Standard
Delhi HC upholds Celebi security ban, cites national security threat
The Delhi High Court on Monday dismissed Turkey-based company Çelebi Airport Services Private Limited's plea challenging the Indian government's decision to revoke its security clearance. The court said that 'once national security considerations are found to exist, it was not for the Court to 'second guess' the same.' 'As per settled law, once national security considerations are found to exist, on the basis of which the security clearance has been cancelled/revoked, it is not for the Court to 'second guess' the same,' the order said. Justice Sachin Datta upheld the revocation of security clearance of the Turkey-based firm by the Bureau of Civil Aviation Security (BCAS) in the interest of national security. On perusal of the relevant information, it transpires that there are compelling national security considerations involved, which impelled the Indian government to revoke the security clearance, the court said. The court further noted that impelling geopolitical considerations, impinging upon the safety of the country, were also involved. '…the executive wing and not the judicial wing has the knowledge of India's geopolitical relationships to assess if an action is in the interest of India's national security,' the order stated. There was a considerable body of judicial dicta to the effect that the State is well within its rights to take pre-emptive measures to protect and preserve national security, the single-judge bench of the High Court said. 'No doubt, the principles of natural justice are sacrosanct; however, it is a compelling constitutional truth that security of the realm is the precondition for enjoyment of all other rights. The State/respondents are indeed justified in taking prompt and definitive action so as to completely obviate the possibility of the country's civil aviation and national security being compromised,' the court said. In its petition to the Delhi High Court, Çelebi Airport Services had said that public perception cannot be grounds for revocation of security clearance. The ground-handling company also submitted that it had been given no reason or opportunity for a hearing. 'We have been carrying the operations for 17 years without blemish. Then we received a letter on May 15 cancelling the security clearance. We were given no reason and no opportunity for hearing. It is because of public perception that the shareholding of the company is of Turkish nationals. But public perception cannot be grounds (for revocation of security clearance). There are 14,000 employees working. The entire business goes for a toss,' Çelebi's lawyers had told the court. Çelebi had also argued that the Indian government's decision to revoke its security clearance was 'arbitrary and devoid of specific reasons.' The Ministry of Civil Aviation, acting through the Bureau of Civil Aviation Security (BCAS), withdrew Çelebi's clearance on 15 May 2025, invoking national security grounds. The move came amid mounting diplomatic tensions after Turkey supported Pakistan during hostilities involving Operation Sindoor. At least seven airports in the country cancelled the services of Çelebi and its subsidiaries. Çelebi challenged the contract cancellations before the High Courts of Madras, Bombay and Gujarat, besides challenging the security revocation before the Delhi High Court. While the pleas are pending in the Gujarat and Bombay High Courts, the Madras High Court had in June granted interim protection to Çelebi Ground Services Chennai under Section 9 (interim protection to parties) of the Arbitration and Conciliation Act, 1996. Background Çelebi, a wholly owned Indian subsidiary of Turkish parent company Çelebi Aviation Holding, argued that the government's order lacked any prior notice or opportunity to respond. The company described the justification as 'vague' and 'unsubstantiated,' asserting that such actions jeopardise foreign investor confidence and threaten the livelihoods of Indian employees. The company also clarified that while it has Turkish ownership, operational and managerial control of its Indian entity is handled by an India-based team, and that it has maintained a clean track record for over a decade at major airports. Solicitor General Tushar Mehta, appearing for the Central government, expressed national security concerns over the firm's presence, and said, 'The enemy can try 10 times and succeed once; a country has to succeed all the time.' 'In cases of civil aviation and national security, there cannot be a doctrine of proportionality,' he added. He also submitted that the individuals employed by the company in question, who are deployed at airports, have access to every corner of the airport as well as the aircraft. 'The government had inputs that it would be hazardous in this scenario, in which the country is in, to leave this activity in the hands of this company,' he said. Mehta maintained that the revocation was rooted in concerns over national security under the Aircraft Security Rules, particularly Rule 12. Rule 12 of the Indian Aircraft (Security) Rules, 2023, grants the Director General of Civil Aviation (DGCA) the power to suspend or cancel security clearances and security programmes. Following the revocation of clearance, Delhi International Airport Limited (DIAL) also terminated its contracts with Çelebi, and in Mumbai, Indothai, a domestic operator, was brought in to take over the firm's ground-handling services.
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Business Standard
34 minutes ago
- Business Standard
Tech Wrap July 7: Lumio Arc projectors, HP AI Laptops, WhatsApp threads
Lumio Arc 5, Arc 7 home projectors launched. HP OmniBook 5 and 3 series AI laptops launched. WhatsApp tests threaded message feature. Samsung M9 AI smart monitor launched. Honor X9c launched Tech Wrap July 7 BS Tech New Delhi Listen to This Article Lumio launches Arc 5 and Arc 7 home projectors with Google TV Circuit House Technologies, a Bengaluru-based consumer tech start-up, has introduced new home projectors under the Lumio brand that feature built-in Google TV. The lineup includes the Lumio Arc 5 and Arc 7 models. These projectors incorporate the company's proprietary Arclight Engine, which delivers Full HD resolution along with support for HDR10 content. American technology giant Hewlett-Packard (HP) has introduced new AI-powered PCs in the Indian market with the debut of the HP OmniBook 5 and HP OmniBook 3. The OmniBook 5 features a 14-inch display and is equipped with the Qualcomm Snapdragon X Plus X1-26-100 processor. Meanwhile, the OmniBook 3 is available in both 14-inch and 15.6-inch screen sizes, running on AMD Ryzen AI 300 series chips. As per the company, these AI-enabled laptops aim to improve video conferencing, foster better collaboration, and enhance overall performance. WhatsApp is working on a feature that introduces threaded message replies, making group conversations easier to follow and more organised. As reported by WhatsApp tracker WABetaInfo, this update will allow replies to be displayed directly beneath the original message in group chats, creating a clearer flow of discussion. The goal is to help users follow specific conversations without scrolling through an entire chat to locate responses. Following its global unveiling last month, Samsung has introduced its premium 32-inch Smart Monitor M9 with a 4K QD-OLED screen in the Indian market. In addition to the M9, the company has also updated its M8 and M7 smart monitor models, incorporating new AI-driven capabilities designed to elevate both streaming and gaming experiences. Honor has unveiled its X9c 5G smartphone in India, targeting the mid-range market segment. Starting at Rs 21,999, the handset runs on Qualcomm's Snapdragon 6 Gen 1 chipset and includes a 108MP AI-enabled main camera with optical image stabilisation (OIS). According to the brand, the device can last up to three days on a single charge. It will be available on Amazon India starting July 12, in Titanium Black and Jade Cyan colour variants. Galaxy Z Fold 7: What to expect from Samsung's thinnest book-style foldable Samsung's forthcoming foldable phone, the Galaxy Z Fold 7, is anticipated to be slimmer than any previous book-style foldable from the company. A report from 9To5Google highlights that screen protector manufacturer WSKEN has listed a new product for the device on Amazon, alongside a video that seemingly reveals the potential design of the smartphone. Chinese smartphone maker Xiaomi has addressed recent speculation, confirming that it does not intend to discontinue its established collaboration with German optics firm Leica. This clarification comes after several reports claimed that the company would drop Leica branding from its upcoming flagship devices, including the expected Xiaomi 16 series. In a statement, a Xiaomi spokesperson dismissed the rumours as 'entirely unfounded.' Samsung is set to unveil the Galaxy Watch 8 series on July 9, alongside the next generation of Z series foldables during its second Galaxy Unpacked event this year. While the focus may be on the foldables, the Watch 8 is expected to see notable upgrades over current models, according to specifications circulating online ahead of the launch. Apple's upcoming iPhone 17 Pro is likely to see a significant design update, with recently leaked images showing both the Pro and Pro Max versions featuring a shifted Apple logo and a new full-width camera bar on the back, replacing the usual corner bump. As reported by 9To5Mac, the images were shared by X (formerly Twitter) user Majin Bu, who claims the devices depicted are the iPhone 17 Pro and Pro Max. Google has refreshed the icon of its Gemini app on both Android and iOS platforms. According to 9To5Google, the new logo adopts a multicoloured design similar to other well-known Google apps. "The Blue is the predominant hue at the right, while the other colour points are red, yellow, and green." Apple is preparing to launch the first public beta of iOS 26 in the coming weeks. Introduced at WWDC 2025, the new OS is already available in its developer beta and debuts Apple's 'Liquid Glass' design approach. iOS 26 also introduces Apple Intelligence capabilities like real-time call and audio translation, as well as updates to core apps including Phone, Messages, and Music. Additionally, it features a new Apple Games app for managing gaming content across Apple devices. Samsung is likely to introduce the Galaxy Z Flip 7 at its upcoming Unpacked event on July 9. Ahead of the announcement, purported images and videos of the device have surfaced online, hinting at a larger cover display and a slimmer overall profile. In a pioneering effort, the Andhra Pradesh government is rolling out a technology-driven mosquito control initiative using AI. Named the Smart Mosquito Surveillance System (SMoSS), the platform aims to monitor and manage mosquito populations more effectively and safely. The pilot phase will launch across 66 sites within six major municipal corporations—Visakhapatnam (16), Vijayawada (28), Kakinada (4), Rajamahendravaram (5), Nellore (7), and Kurnool (6). OnePlus has updated its budget-friendly audio lineup in India with the Bullets Wireless Z3, designed for users seeking dependable sound on a tight budget. Priced at Rs 1,699, the Z3 avoids luxury features like active noise cancellation but delivers a well-rounded package of comfort, utility, and sound quality. Equipped with 12.4mm dynamic drivers and support for 3D Audio, the Z3 presents itself as a solid option in the affordable earphone segment. "I've been using it for the past few weeks and here's how these fared." Lei Jun, founder and CEO of Xiaomi, took a direct jab at Apple during the launch of Xiaomi's second electric vehicle—a highly anticipated SUV—held in Beijing last month. Highlighting Apple's withdrawal from the car project after spending over a decade and $10 billion, Lei remarked, 'Since Apple stopped developing its car, we've given special care to Apple users,' referencing the ability of iPhones to connect seamlessly with Xiaomi's new cars.


Mint
37 minutes ago
- Mint
Samsung top freezer refrigerators with high storage capacity and powerful cooling
If you're looking for a refrigerator that combines practicality, spacious storage, and reliable performance, Samsung's top freezer refrigerators are worth a serious look. These models are ideal for families and individuals who need ample space to store weekly groceries, leftovers, beverages, and more, all without compromising on cooling efficiency. Product Rating Price BestSamsung refrigerator Samsung 256 L, 3 Star, Convertible, Digital Inverter with Display Frost Free Double Door Refrigerator (RT30C3733BX/HL, Luxe Black) View Details Best value for money Samsung 236 L, 3 Star, Convertible, Digital Inverter with Display Frost Free Double Door Refrigerator (RT28C3733B1/HL, Black Matte/Black DOI) View Details Samsung 396 L, 3 Star, Convertible 5-in-1, Digital Inverter, Frost Free Double Door, Bespoke AI WiFi Enabled Refrigerator (RT41DG6A4DB1HL, Black Matte/Black DOI) View Details Samsung 419 L, 3 Star, Convertible 5-in-1, Digital Inverter, Frost Free Double Door, Bespoke AI WiFi Enabled Refrigerator (RT45DG6A4DB1HL, Black Matte/Black DOI) View Details Highest capacity Samsung 633 L, 3 Star, Frost Free, Double Door, Convertible 5-in-1 Digital Inverter, Side By Side Refrigerator with AI, WiFi & Water & Ice Dispenser (RS78CG8543S9HL, Silver, Refined Inox) View Details View More Known for their powerful cooling, energy-saving technology, and user-friendly design, Samsung top freezer refrigerators offer a great balance of form and function. If you stay in a joint family setup or simply prefer bulk shopping, these refrigerators come with large vegetable boxes, adjustable shelves, and fast cooling features to keep your food fresh for longer. If high capacity and dependable cooling are your priorities, here's a look at some of the best Samsung top freezer refrigerators you can consider. Samsung 256 L, 3 Star Convertible Digital Inverter Double Door Refrigerator is one of the best Samsung top freezer refrigerators for small families or couples who need balanced storage with performance. The convertible freezer allows flexibility during festive seasons or grocery overstocking, while All-around Cooling ensures uniform freshness. Its digital inverter compressor lowers noise and cuts energy bills by consuming only 231 units a year. Designed for Indian homes, it works without a stabiliser and keeps food fresh for up to 15 days. Capacity 256L (203L fridge + 53L freezer) Cooling Technology All-around Cooling with Power Cool Energy Consumption 231 units/year, 3-Star BEE Rating Convertible Feature 5-in-1 mode for flexible storage Build Toughened glass shelves, antibacterial gasket, LED light Convertible freezer adds versatility Energy-efficient with low power consumption Freezer space may feel limited for frozen food lovers No water/ice dispenser What are buyers saying on Amazon? Buyers say this fridge offers fast cooling, good value, ample storage, strong build, and suits small families with a minimalist design. You should choose this product because it offers flexible storage, low power use, and solid performance in a family-friendly double door refrigerator. Perfect for couples or small families, this Samsung 236 L, 3 Star Convertible Digital Inverter Double Door Refrigerator offers dependable cooling with a compact footprint. It's one of the best Samsung top freezer refrigerators in the 2–3 member category, featuring a convertible freezer for extra fridge space when needed. It runs on a digital inverter compressor that consumes just 229 units per year, making it cost-effective. The All-around Cooling system keeps food fresh, while the easy-slide shelf and big bottle guard add everyday convenience. Capacity 236L (183L fridge + 53L freezer) Cooling Technology All-around Cooling with Power Cool Energy Consumption 229 units/year, 3-Star BEE Rating Convertible Feature 5-in-1 convertible modes Build Toughened glass shelves, antibacterial gasket, LED lighting Compact yet spacious interior layout Energy-saving inverter technology with 20-year compressor warranty Not suitable for larger families No water or ice dispenser option What are buyers saying on Amazon? Buyers praise its cooling, auto defrost, noiseless operation, energy efficiency, and bottle storage; though some find it less spacious. You should choose this product because it's a compact, energy-efficient double door refrigerator with smart convertible modes for flexible everyday storage. This Samsung 396 L, 3 Star Convertible 5-in-1 Digital Inverter AI WiFi Double Door Refrigerator is a smart pick for families of 3–5 people who want spacious storage, powerful cooling, and WiFi-enabled convenience. As one of the best Samsung top freezer refrigerators, it comes with AI Energy Mode for smarter power usage and a Convertible 5-in-1 freezer that adapts to your lifestyle. Twin Cooling Plus ensures better humidity control and longer freshness. Capacity 396L (301L fridge + 95L freezer) Cooling Technology Twin Cooling Plus with Power Freeze & Cool Energy Consumption 249 units/year, 3-Star BEE Rating Convertible Feature 5-in-1 Convertible with SmartThings app Build Toughened glass shelves, WiFi-enabled, flat door design AI-powered energy savings with app control Large storage ideal for joint or bigger families Slightly bulky for small kitchens Premium pricing compared to basic models What are buyers saying on Amazon? Buyers love the sleek design, Twin Cooling Plus freshness, spacious interior, app features, and easy smart connection for great value. You should choose this product because it offers large capacity, AI energy control, and versatile cooling in a modern, smart refrigerator. For those looking to bring home one of the best Samsung top freezer refrigerators, this 419L Samsung refrigerator checks all the boxes. Designed for households of 3–5 members, it combines high-capacity storage with modern AI-enabled efficiency. The 5-in-1 convertible modes allow flexible usage, while AI Energy Mode reduces electricity bills smartly. With Twin Cooling Plus, fresh food stays crisp longer. The SmartThings app adds remote control convenience, making it a feature-packed Samsung double door fridge for modern families. Capacity 419L (324L fridge + 95L freezer) Cooling Technology Twin Cooling Plus with Power Freeze & Power Cool Energy Consumption 252 units/year, 3-Star BEE Rating Convertible Feature 5-in-1 Convertible with AI Energy Mode Build Toughened glass shelves, anti-bacterial gasket, LED lighting, flat door design High storage with flexible convertible options AI-powered features for energy savings and app control Bulkier dimensions may not suit small kitchens Pricier than non-AI models What are buyers saying on Amazon? Buyers like the build, silent operation, storage, and design, but some report cooling issues and performance drop after a year. You should choose this product because it blends smart features, energy savings, and spacious cooling for families who want more control and convenience. If you're looking for a spacious, premium Samsung double door fridge for a large household, this 633L Samsung refrigerator stands tall among the best Samsung top freezer refrigerators with side-by-side configuration. The Convertible 5-in-1 mode adapts to different seasons and storage needs. Despite its large size, it delivers 3-star energy efficiency and a powerful digital inverter that cuts power usage intelligently. Capacity 633L (409L fridge + 224L freezer) Cooling Technology Twin Cooling Plus with Power Freeze & Power Cool Energy Consumption 535 units/year, 3-Star BEE Rating Convertible Feature 5-in-1 with AI Energy Mode and SmartThings app Build Side-by-side doors, glass shelves, fingerprint-resistant finish, water & ice dispenser Ideal for joint families with high food storage needs AI and WiFi connectivity for smarter control and monitoring Occupies more space, not suitable for compact kitchens Higher energy consumption due to size What are buyers saying on Amazon? Buyers appreciate the 700L capacity, energy efficiency, and value, but report mixed reviews on cooling, storage design, and installation. You should choose this product because it combines luxury, AI efficiency, and large storage with smart cooling and convenient water dispensing. With a perfect mix of storage, technology, and smart design, this 350L Samsung double door fridge is a reliable pick for mid-sized families. As one of the best Samsung top freezer refrigerators, it offers AI energy control, a 5-in-1 convertible freezer, and Twin Cooling Plus to keep food fresh and odours from mixing. WiFi connectivity through the SmartThings app makes remote control easy. It consumes just 243 units/year and fits well in most urban kitchens. Capacity 350L (275L fridge + 75L freezer) Cooling Technology Twin Cooling Plus with Power Freeze & Power Cool Energy Consumption 243 units/year, 3-Star BEE Rating Convertible Feature 5-in-1 convertible with AI Energy Mode Build Toughened glass shelves, fingerprint-resistant finish, WiFi-enabled, flat door Compact yet spacious with AI energy savings Convertible freezer adapts to storage needs No water or ice dispenser Internal temperature control instead of external What are buyers saying on Amazon? Buyers like the storage, design, and value, but report mixed feedback on cooling, noise levels, and occasional freezer or design issues. You should choose this product because it balances smart cooling, energy savings, and flexible storage for busy families who value convenience. Compact yet efficient, this 215L Samsung single door refrigerator is a solid choice for couples or small families. With a 5-star BEE rating and just 133 units of annual power consumption, it's among the best Samsung top freezer refrigerators in the single-door category. It features a direct-cool design, a base stand drawer for storing onions or potatoes, and a floral finish that adds to your kitchen's charm. The digital inverter compressor ensures quiet operation and long-term durability. Capacity 215L (197L fridge + 18L freezer) Cooling Technology Direct Cool with Fresh Room Energy Consumption 133 units/year, 5-Star BEE Rating Special Features Base Stand Drawer, Smart Connect Inverter Build Toughened glass shelves, bar handle, antibacterial gasket Extremely energy-efficient and budget-friendly Compact with extra base storage for dry items Manual defrosting required Not suitable for large families What are buyers saying on Amazon? Buyers love the silver finish, value, and space, but report mixed cooling, noise, and issues like dents, scratches, and leakage. You should choose this product because it offers high efficiency, stylish design, and practical storage for small homes at a great price. Ideal for individuals or couples, this 189L Samsung refrigerator is compact, stylish, and incredibly energy-efficient. It ranks high among the best Samsung top freezer refrigerators in the single-door category thanks to its 5-star BEE rating and minimal power consumption of just 131 units per year. It features a base stand drawer for storing onions, potatoes, and other dry foods, along with a durable digital inverter compressor for quiet, long-lasting performance. A floral exterior adds a refreshing aesthetic touch to any kitchen. Capacity 189L (171L fridge + 18L freezer) Cooling Technology Direct Cool with Fresh Room Energy Consumption 131 units/year, 5-Star BEE Rating Special Features Base Stand Drawer, Smart Connect Inverter Build Toughened glass shelves, anti-bacterial gasket, white LED lighting Extremely energy-efficient for everyday use Compact design with extra storage drawer Manual defrosting required Limited freezer space for frozen items What are buyers saying on Amazon? Buyers appreciate the premium look, silent operation, and efficiency, but cooling reviews are mixed, some mention an overly cold ice chamber. You should choose this product because it's an affordable, efficient, and stylish solution for compact households needing dependable daily refrigeration. Twin Cooling Plus uses two separate cooling systems for the fridge and freezer compartments. It helps maintain optimal humidity in the fridge while preventing odours from mixing. All-around Cooling, on the other hand, evenly distributes cold air across all shelves using multiple vents. It ensures consistent temperature throughout. Both are great, but if freshness and odour control are your priorities, Twin Cooling Plus is more advanced. For uniform cooling, All-around Cooling works well. Samsung refrigerators are known for their durability and build quality. The brand uses toughened glass shelves, rust-resistant outer bodies, and high-quality compressors that last for years. Many models also come with a 10-year warranty on the digital inverter compressor, which is a major component. Regular maintenance and cleaning can extend lifespan, but overall, Samsung's top freezer refrigerators are dependable appliances built to handle Indian conditions and everyday use with minimal issues. Yes, many Samsung refrigerators are equipped with stabiliser-free operation and voltage protection features. This means they can handle fluctuations between 100V to 300V, protecting the compressor from damage. Some models also offer a 'cool pack' in the freezer that maintains cold air during power cuts for a few hours. For areas with frequent outages, it's worth looking for models with these features or investing in a dedicated stabiliser for added safety and peace of mind. Storage Capacity : Choose a capacity based on your family size and food habits. For small families or bachelors, 200–300L is usually enough. Larger families may need 350L or more. Samsung offers various sizes. : Choose a capacity based on your family size and food habits. For small families or bachelors, 200–300L is usually enough. Larger families may need 350L or more. Samsung offers various sizes. Cooling Technology : Look for features like Twin Cooling Plus or All-around Cooling for better freshness and temperature control. These ensure even cooling, reduce moisture loss, and prevent odour mixing between compartments. : Look for features like Twin Cooling Plus or All-around Cooling for better freshness and temperature control. These ensure even cooling, reduce moisture loss, and prevent odour mixing between compartments. Energy Efficiency : Check the BEE star rating and ensure it has a digital inverter compressor. A higher rating means lower power consumption, saving money over time. : Check the BEE star rating and ensure it has a digital inverter compressor. A higher rating means lower power consumption, saving money over time. Convertible Options : Some Samsung top freezer models offer convertible modes, letting you switch the freezer to a fridge when needed. This adds flexibility during festivals, parties, or grocery overstocking. : Some Samsung top freezer models offer convertible modes, letting you switch the freezer to a fridge when needed. This adds flexibility during festivals, parties, or grocery overstocking. Build Quality & Features: Look for toughened glass shelves, stabiliser-free operation, door alarm, and deodoriser. Also, assess ease of cleaning, handle design, and whether it has LED lighting for better visibility. Samsung top freezer refrigerators Capacity Cooling Technology Energy Consumption Samsung 256L, 3 Star Convertible Double Door Refrigerator 256L (203L fridge + 53L freezer) All-around Cooling with Power Cool 231 units/year Samsung 236L, 3 Star Convertible Double Door Refrigerator 236L (183L fridge + 53L freezer) All-around Cooling with Power Cool 229 units/year Samsung 396L, 3 Star AI WiFi Convertible Double Door Refrigerator 396L (301L fridge + 95L freezer) Twin Cooling Plus with Power Freeze & Cool 249 units/year Samsung 419L, 3 Star AI Convertible Double Door Refrigerator 419L (324L fridge + 95L freezer) Twin Cooling Plus with Power Freeze & Cool 252 units/year Samsung 633L, 3 Star Convertible Side-by-Side Refrigerator 633L (409L fridge + 224L freezer) Twin Cooling Plus with Power Freeze & Cool 535 units/year Samsung 350L, 3 Star AI Convertible Double Door Refrigerator 350L (275L fridge + 75L freezer) Twin Cooling Plus with Power Freeze & Cool 243 units/year Samsung 215L, 5 Star Single Door Refrigerator 215L (197L fridge + 18L freezer) Direct Cool with Fresh Room 133 units/year Samsung 189L, 5 Star Single Door Refrigerator 189L (171L fridge + 18L freezer) Direct Cool with Fresh Room 131 units/year Disclaimer: Mint has an affiliate marketing partnership, which means we may get some commission on purchases you make through the retailer sites links provided. These partnerships do not influence our editorial content, which is free from any bias or marketing pitch. We strive to provide accurate and unbiased information to help you make informed decisions. We recommend verifying details with the retailer before making a purchase.