Manasi Joshi's blog

 Blog is given by Dr. Barad sir.  Teacher's Link  Click here This blog is part of move screening. This worksheet helps to critically think about a movie and how to analyze in better way, so here questions on before watching and after watching movie impact on student.   Pre-Viewing:  AI Bias & Indigenous Knowledge Systems AI bias refers to the tendency of artificial intelligence systems to produce unfair or prejudiced outcomes due to the data they are trained on, the assumptions of developers, or the algorithms themselves. In Humans in the Loop , AI systems rely on human-labeled data to learn patterns, but when the human input reflects dominant cultural norms or stereotypes, the technology reproduces these biases. Indigenous ecological knowledge, like the local understanding of flora, fauna, or land use practices in Jharkhand, often does not fit neatly into rigid algorithmic categories. By incorporating such knowledge, the film demonstrates how technolog...

 This blog is given by Dr. Dilip Barad  Teacher's Link:  Click Here   Part 1 (1) Theme  How Does Gopal’s Character Evolve Through His Experiences in Love? Gopal’s character in Revolution 2020 undergoes a significant transformation, and this evolution is deeply connected to his experience of love. At the beginning of the novel, Gopal is portrayed as an intelligent but economically disadvantaged young man from a small town. His love for Aarti is innocent and sincere during their school years. At this stage, love functions as a source of emotional stability and hope for him. However, his academic failures in competitive examinations such as JEE and AIEEE create a sense of inferiority and frustration. When Aarti begins to grow closer to Raghav—who succeeds academically and represents idealism—Gopal’s love gradually becomes intertwined with jealousy and wounded pride. This emotional disappointment becomes a turning point in Gopal’s life. Instead of pursuing moral ...