
Pharma Competitive Intelligence in One Session: CT-388 and the GLP-1/GIP Obesity Landscape
K-Dense Web queried 4 databases and ran 7 Python scripts to produce a 44-page competitive intelligence report on CT-388, Roche's GLP-1/GIP obesity agonist.
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K-Dense Web queried 4 databases and ran 7 Python scripts to produce a 44-page competitive intelligence report on CT-388, Roche's GLP-1/GIP obesity agonist.

K-Dense Web integrated 6 databases, ranked 6 candidate biomarkers, and produced Phase III trial design recommendations for CD20xCD3 bispecifics in DLBCL.

K-Dense Web queried 6 databases, modeled KRAS structure, mapped the tumor microenvironment, and built a 36-slide iNeST strategy for PDAC neoantigen vaccines.

The optimize-for-gpu skill rewrites CPU-bound Python for NVIDIA GPUs across 12 libraries in data science, ML, and simulation, with 58x average speedup.

Key takeaways from our March 2026 Office Hours covering data privacy, enterprise features, and system methodology documentation.

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

K-Dense Web automates VC due diligence with research, financial modeling, and publication-ready reports, with CoreWeave ($19B) and Ramp ($32B) case studies.

GBM clinical trial analysis: 1,913 trials, yet zero breakthrough approvals. Three insights explain the gap and where glioblastoma research must go next.
By Brian Laffin

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