Side-by-side comparison of AI visibility scores, market position, and capabilities
AI-designed mRNA 2.0 therapeutics for in vivo CAR-T cancer and autoimmune therapy; $35.8M raised with Amgen Ventures backing advancing KR-335 toward IND filing.
Kernal Biologics is a clinical-stage biotech developing AI-designed mRNA therapeutics for cancer and autoimmune diseases — using machine learning to engineer cell-type-specific mRNA sequences that direct therapeutic payloads (including CAR-T gene programs) to the right cells in vivo, enabling off-the-shelf CAR-T cancer therapy without the individualized cell extraction and ex vivo manufacturing process that makes current CAR-T treatments cost $400,000+ and require weeks of production time. The Y Combinator-backed company has raised $35.8 million including a $25 million Series A led by Hummingbird Ventures with participation from Amgen Ventures.
$2.3B raised at $29.3B valuation; $2B+ ARR (Q1 2026); used by 50%+ of Fortune 500. Dominant commercial AI coding tool; built on VSCode fork with native agent mode. Competing with GitHub Copilot, Windsurf, and Lovable in the vibe-coding wave.
Cursor is an AI-powered code editor built on Visual Studio Code that integrates advanced language models to provide intelligent code completion, generation, debugging, and refactoring capabilities directly in the development workflow. The company serves software developers seeking to accelerate coding productivity through AI assistance while maintaining full control and understanding of their code. Cursor delivers value through contextual code suggestions that understand entire codebases, natural language commands to modify code, inline AI chat for explaining complex code, and a familiar VS Code interface that requires minimal learning curve for existing developers.
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