Vijay Tank — Tech, Code & Game Dev

In November 2015, an unintended consequence of automated content moderation came to light when Facebook erroneously disabled the personal account of San Francisco-based software engineer Isis Anchalee. The suspension occurred after automated filtering systems flagged her first name, confusing it with the acronym used for the extremist group ISIS. The Ordeal and Viral Appeal Despite submitting passport identification and verification documents, Anchalee remained locked out of her account for over a day until she shared screenshots of the lockout on social media. The incident quickly went viral within the developer community, prompting a public apology from Facebook and immediate account restoration. Lessons for Automated Moderation Systems The episode highlighted the real-world pitfalls of rigid algorithmic keyword matching. For internet platforms managing billions of user accounts, the case demonstrated why human-in-the-loop review mechanisms and nuanced linguistic context are esse...

After a sluggish initial October debut in India caused by steep import pricing, shipments of Apple's iPhone 6s and 6s Plus surged dramatically in November 2015, driven by aggressive Diwali trade-in promotions and expanded distribution partnerships. Import Surge Following Festive Buybacks According to import data from Cybex Exim, Apple imported 562,500 iPhones into India between October 1 and November 15, with the new 6s series accounting for nearly 74 percent of the total. In its first month alone, Apple shipped over 413,500 units of the 6s lineup — almost matching its entire sales volume from the corresponding quarter of 2014. The Buyback Solution The turning point occurred when Apple and its retail partners introduced structured buyback schemes offering trade-in discounts of up to Rs 34,000 just ahead of the Diwali shopping season. Counterpoint Research analyst Tarun Pathak noted that Apple's strategy focused on lowering the barrier to entry for its ecosystem, capturing a...

In November 2015, a Finnish startup led by entrepreneur Kristoffer Lawson unveiled Solu, an eccentric pocket computer encased in sustainable wood with an edge-to-edge square touchscreen. Solu was designed not as a phone replacement, but as an entirely new paradigm for desktop computing and collaboration. A Node-Based, Cloud-Native Interface Instead of traditional desktop files and nested folders, Solu's operating system used a zoomable, mind-map-style node canvas where applications, documents, and contacts lived in associative clusters. The device functioned as an autonomous pocket computer on the go, and automatically adapted into a high-resolution desktop workstation when plugged into an external monitor and keyboard. The Subscription-Driven Software Model Solu introduced a monthly subscription model that granted unlimited access to its app ecosystem and cloud storage, eliminating software licence purchases and local storage constraints. While the ambitious hardware struggled...

During his Townhall address at IIT Delhi in October 2015, Mark Zuckerberg defended Facebook's controversial "Free Basics" initiative (formerly Internet.org), asserting that the program was compatible with net neutrality principles while admitting zero-rating was necessary to bring non-internet users online. The Core Contention Free Basics offered mobile users free access to a curated selection of basic web services, news portals, and Facebook itself without data charges. Critics and Indian net-neutrality advocacy groups argued that allowing an telecom operator and a tech giant to pick which websites were free created a discriminatory two-tier internet that disadvantaged domestic startups. Zuckerberg's Argument Zuckerberg insisted that providing basic access was a moral imperative for digital inclusion, arguing that some access was better than no access. However, public opposition in India intensified, leading the Telecom Regulatory Authority of India (TRAI) to for...

Addressing delegates and heads of state from 54 African nations at the third India-Africa Forum Summit in New Delhi in October 2015, Prime Minister Narendra Modi described India and Africa as two bright spots of hope and opportunity in a sluggish global economy. A Shared Demographic Dividend Modi underscored the unique demographic alignment between the two regions, noting that two-thirds of both Indian and African populations were under the age of 35. This youthful workforce represented massive potential for digital innovation, entrepreneurship, and industrial collaboration. Pillars of South-South Cooperation The summit focused on deepening partnerships in renewable energy, affordable healthcare, digital education, agricultural technology, and telecom infrastructure. Modi pledged concessional credit lines and training scholarships, framing India's partnership model as one based on capacity building and mutual development rather than resource extraction.

Ahead of the US launch of the Priv smartphone in November 2015, BlackBerry began publishing its proprietary application suite directly onto the Google Play Store. The release gave Android users their first detailed look at how BlackBerry planned to integrate its legendary enterprise productivity tools into Google's mobile operating system. The 'Productivity Edge' Feature Among the standout utilities was Productivity Edge, an interface overlay designed for the Priv's curved display. By swiping inwards from the screen border, users could access an instant tab showing unread BlackBerry Hub messages, upcoming calendar events, pending tasks, and favourite contacts without switching away from active apps. Software as a Long-Term Business Model Distributing standalone apps via Google Play allowed BlackBerry to push frequent feature updates and security patches without waiting for carrier firmware certification cycles. This modular software approach foreshadowed BlackBerry...

In October 2015, Chinese smartphone maker Meizu released the stable build of Flyme 5.0 for its flagship MX5 handset. Based on Android Lollipop, the update delivered a comprehensive visual redesign and introduced several advanced multitasking features to custom Android firmware. Notable Features in Flyme 5.0 True Split-Screen Multitasking: Native side-by-side app execution ahead of stock Android's native implementation in Android Nougat. Floating Notifications and Call Alerts: Non-intrusive heads-up alerts that did not interrupt active gaming or video playback. Intelligent File Management: Automatic folder sorting and system cleanup tools. Revamped Lock Screen: Integrated music playback controls and customisable notification visibility. The MX5 Hardware Context The Meizu MX5, launched in mid-2015, featured an aluminum unibody, a 5.5-inch AMOLED display, and a MediaTek Helio X10 processor. Flyme 5.0 helped Meizu maintain a dedicated enthusiast following in international ...