Dissecting Apple’s on-device 3B parameter models, Private Cloud Compute silicon verification, and smart notification summaries in iOS 18.
Tanisha Panwar An in-depth analysis of Cursor’s Shadow Workspace, multi-file codebase indexing, Composer agentic workflows, and privacy compliance.
Shivam Gupta Evaluating real-world full-stack refactoring, algorithmic debugging, mathematical proofs, and multimodal vision comprehension.
Shivam Gupta Black Forest Labs’ 12B parameter FLUX model goes head-to-head with Midjourney v6.1 across typography rendering and anatomical fidelity.
Tanisha Panwar 
