SSSunakshi Singhinbelief-protocol-before-the-toss.hashnode.dev·6d ago · 5 min readWhy Is ASCII an Encoding While Unicode Isn’t? (And the Genius Matrix of UTF-8)When you dive into systems architecture, you inevitably hit a wall of confusion: If ASCII is a character set, and Unicode is a character set, why do we call ASCII an encoding while Unicode needs UTF-800
SSSunakshi Singhinbelief-protocol-before-the-toss.hashnode.dev·May 21 · 4 min readHow do I think Linear Regression was built?We had some input values which lead to some output values, taking the most common example, we have some input features (no. of bedrooms, household, income, etc.) of the house and you have the price of20
SSSunakshi Singhinbelief-protocol-before-the-toss.hashnode.dev·Jul 5, 2025 · 2 min readBelief ProtocolPre-Processing Confidence: How Social Bias Crashes Performance Before the Code Even Runs In Super 30, a cohort of underprivileged students failed an exam—not due to poor preparation, but because they were overwritten by psychological scripts. The wea...00
