Insights & Updates

The optimize-for-gpu skill rewrites CPU-bound Python code for NVIDIA GPUs, covering 12 libraries across data science, ML, simulation, and more. Benchmarked at 58x average speedup.

K-Dense Web scored 45/50 on BixBench-Verified-50, a cleaned biology-agent benchmark designed to separate real model mistakes from benchmark noise.

See how K-Dense Web transforms VC due diligence with automated research, financial modeling, and publication-ready reports. Featuring real case studies on CoreWeave ($19B) and Ramp ($32B).

OpenAI's Prism helps you write papers. K-Dense Web actually does the research. Here's why that distinction matters, and how to use them together for the optimal scientific workflow.

K-Dense is an agentic AI co-scientist platform purpose-built to transform translational research from a sequential, labor-intensive process into an integrated, insight-driven engine for drug development.

K-Dense Web synthesizes literature, identifies research gaps, and generates a complete 26-page PhD proposal on biologically inspired robot actuators in under 45 minutes.

How K-Dense Web autonomously processed the COCONUT database to identify 50 prioritized antimicrobial candidates using unsupervised machine learning.

How K-Dense Web autonomously analyzed implantable cardioverter defibrillator failures using NLP topic modeling and rigorous statistical methods, uncovering significant manufacturer-specific vulnerability patterns.

Agent Skills bridge the gap between raw AI intelligence and domain expertise. Learn how Claude Scientific Skills transforms AI research workflows with 140+ open-source capabilities.

Learn how to write effective prompts for K-Dense Web. Six key elements that transform vague requests into precisely executed tasks with publication-ready outputs.

A detailed comparison of K-Dense Web and ChatGPT showing why autonomous task execution beats conversational AI for any complex work.

K-Dense Web is a multi-agent system orchestrating Opus 4.5, Gemini 3 Pro, and Claude Code on a high-compute backend for complex end-to-end workflows.

We created Claude Scientific Skills to give researchers powerful AI tools. K-Dense Web takes that power to another level with additional skills, agents, cloud compute, and zero setup.

Introducing our free, open source multi-agent framework that plans, executes, and validates complex data science workflows, from differential expression to predictive modeling.

How K-Dense Web automates the machine learning workflow, from data prep to model selection and deployment-ready results.

Introducing our free, open source scientific writing tool that combines deep research with publication-ready outputs, from papers and grants to posters and clinical reports.

Meet Karpathy, our open source AI agent that trains state-of-the-art ML models autonomously, handling everything from data preprocessing to hyperparameter optimization.

Learn how K-Dense Web transforms complex research tasks into automated workflows, delivering publication-ready results across science, finance, and engineering.