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Showing posts with the label FairTaxPolicies

Inequities in India's Taxation: Unfolding the GST Council's Ironies .

Introduction: The GST Council in India convenes periodically to discuss and refine tax structures. Each meeting brings forth a mix of positive and negative developments, often revealing new ironies and fallacies within the economy. This article sheds light on certain inconsistencies, focusing on the taxation of non-branded atta or wheat, the exemption of cricket games like IPL from GST, and the associated revenue generation. Taxing Essentials, Exempting Entertainment: One of the glaring ironies in the Indian tax system is the imposition of GST on non-branded atta or wheat, an essential commodity consumed by the poor. Despite the burden on those struggling to make ends meet, cricket, a form of entertainment, remains exempt from GST. The Board of Control for Cricket in India (BCCI), the governing body of cricket in India, enjoys tax-free status despite being the wealthiest cricket governing body globally. Example: A daily wage laborer, s...

Navigating the Material Challenges of Cow Dung Brick Making

Material Challenges of Cow Dung Brick Making “From finding suitable binders to selecting the right stabilisers, making high-quality cow dung bricks requires overcoming a host of material challenges” Making cow dung bricks 🐄🧱 can be a sustainable and eco-friendly alternative to traditional building materials. However, there are several 🤔 challenges associated with the production of these bricks that need to be addressed for them to be used in construction. In this article, we will discuss the challenges related to binder, micro...

Demystifying Ground Truth, Gold Standard, and Benchmark Terms in Image and Machine Learning

Building a ground truth image is an important task in many image classification projects, especially in medical imaging or in projects that require expertise in labeling objects. However, for many other tasks, such as classifying vegetation in an image, building a labeled image can be easy and simple with the help of unsupervised learning models. Ground truth refers to a set of measurements or conditions that serve as a benchmark or target for a classification system or machine learning algorithm. Here are some examples of what ground truth can mean in different contexts: In object recognition, ground truth can refer to a set of labeled images that have been manually annotated by human experts. These label...

Embracing the Analog: The Power of Pen and Paper in a Digital World

Many moons ago, while grappling with some intricate technical conundrum, I was struck by a profound realization: my abilities were inadequate. Inadequate to fulfill my ambitions and chart my course in the technical sphere. Perhaps, I was then in the throes of the impostor syndrome. However, that was the catalyst for the journey of self-discovery and growth that followed. Over the years, I have faced many trials and tribulations as a freelancer, and occasionally, as an entrepreneur. In that time, I have progressed from being an ingénue to a jaded veteran. The passage of time has taught me to navigate unknown territory, ambiguous situations, and probabilistic outcomes. Here are three strategies that I have developed to surmount these challenges: The Dual Desk Approach: I maintain two separate workstations - a digital desk equipped ...