Deviprasad Shetty

Introduction The Kannada film ‘Case of Kondana’, starring Vijay Raghavendra, has been generating considerable buzz since its theatrical release in January 2024. Directed by Deviprasad Shetty, the film is a gripping blend of spiritual undertones, suspense, and gritty crime action. Now readily available for streaming on ETV Win, ‘Case of Kondana’ takes viewers on a rollercoaster ride of unexpected turns and moral ambiguities.

We've spent years chasing a mythical number: the context window. 8K. 32K. 128K. A million. The assumption was simpleā€”bigger context equals smarter model. That assumption is wrong. Context window expansion is a brute-force solution to a nuanced problem. While researchers race to cram more tokens into a single forward pass, a different paradigm is emerging: the Recursive Language Model (RLM). It doesn't need a larger context. It needs a smaller, smarter one.

AI coding assistants are everywhere—but trust is not. We’ve all seen it: Invented npm/PyPI packages that don’t exist. Confident code that ignores your architecture. “TODO: implement later” mocks accidentally shipped to production. Long context windows wasted because the model never actually reads your repo. SCAR fixes this. SCAR (Specification for Code Assistant Reliability) is a high-trust operating system for AI coding assistants.