https://unibiointelligence.com/blog/ Computational biology research, product work, and practical analysis from UniBio Intelligence. en-us Tue, 12 May 2026 00:00:00 GMT https://unibiointelligence.com/blog/startup-options-worth-it/ https://unibiointelligence.com/blog/startup-options-worth-it/ Tue, 12 May 2026 00:00:00 GMT Notes A practical guide to startup option value, including 409A strike prices, liquidation preferences, AMT, departure windows, and exit waterfalls. https://unibiointelligence.com/blog/india-ai-impact-summit-2026/ https://unibiointelligence.com/blog/india-ai-impact-summit-2026/ Wed, 25 Feb 2026 00:00:00 GMT News & Views Reflections from India AI Impact Summit in New Delhi https://unibiointelligence.com/blog/nipah-virus-binder-adaptyv/ https://unibiointelligence.com/blog/nipah-virus-binder-adaptyv/ Thu, 22 Jan 2026 00:00:00 GMT Research Deep scientific analysis of the Nipah virus binder design competition, comparing computational methods, experimental validation, and sequence similarities to known neutralizing antibodies from PDB structures. https://unibiointelligence.com/blog/neurips-2025-bronze-medal/ https://unibiointelligence.com/blog/neurips-2025-bronze-medal/ Sat, 06 Dec 2025 00:00:00 GMT News & Views We're proud to announce that UniBio Intelligence secured a bronze medal at the prestigious NeurIPS 2025 CUREBench competition, demonstrating the power of ensemble AI systems and strategic tool integration for medical reasoning and drug discovery. https://unibiointelligence.com/blog/antibody-developability-analysis/ https://unibiointelligence.com/blog/antibody-developability-analysis/ Thu, 20 Nov 2025 00:00:00 GMT Research A comprehensive analysis of predicting antibody biophysical properties using machine learning. Explore the GDPa1 benchmark dataset, understand baseline model performance, and discover how UniBio Intelligence's improved models reduce overfitting for better generalization. https://unibiointelligence.com/blog/curebench-neurips-2025/ https://unibiointelligence.com/blog/curebench-neurips-2025/ Fri, 24 Oct 2025 00:00:00 GMT Research How we achieved top rankings on the CUREBench@NeurIPS 2025 public leaderboard through systematic model evaluation, dynamic majority voting, and strategic tool integration. Lessons learned from building robust medical AI systems. https://unibiointelligence.com/blog/mcp-servers-open-targets-antibody-registry/ https://unibiointelligence.com/blog/mcp-servers-open-targets-antibody-registry/ Thu, 02 Oct 2025 00:00:00 GMT Product Updates Discover how our new MCP servers bring comprehensive biomedical data to AI workflows, enabling faster target validation and drug development. https://unibiointelligence.com/blog/launching-calctick-biotechtock/ https://unibiointelligence.com/blog/launching-calctick-biotechtock/ Mon, 15 Sep 2025 00:00:00 GMT Notes We're launching two new community platforms that make learning math and biotech fun, competitive, and rewarding through daily challenges and AI-powered questions. https://unibiointelligence.com/blog/aws-control-tower-landing-zone/ https://unibiointelligence.com/blog/aws-control-tower-landing-zone/ Sat, 23 Aug 2025 00:00:00 GMT Product Updates Discover how UniBio Intelligence implements the same enterprise-grade AWS security architecture used by Fortune 500 pharma companies—protecting clinical trial data, patient records, and research IP with HIPAA-compliant, audit-ready infrastructure. https://unibiointelligence.com/blog/mcp-server-boltz2/ https://unibiointelligence.com/blog/mcp-server-boltz2/ Tue, 22 Jul 2025 00:00:00 GMT Product Updates The landscape of drug discovery is experiencing a seismic shift. Where traditional protein analysis once required weeks of computational resources and specialized expertise, a new generation of AI tools is making these capabilities accessible to researchers through simple chat interfaces. https://unibiointelligence.com/blog/aws-activate-program/ https://unibiointelligence.com/blog/aws-activate-program/ Wed, 11 Jun 2025 00:00:00 GMT News & Views We're excited to announce that UniBio Intelligence has been accepted into the AWS Activate program, accelerating our mission to build truth-grounded AI for biotech. https://unibiointelligence.com/blog/introduction-to-mcp-for-biotech/ https://unibiointelligence.com/blog/introduction-to-mcp-for-biotech/ Mon, 19 May 2025 00:00:00 GMT Research Imagine asking an AI assistant to analyze the latest protein structure data, cross-reference it with clinical trial results, and then pull up relevant antibody reagents—all in a single conversation. This isn't science fiction. It's what the Model Context Protocol (MCP) makes possible today. https://unibiointelligence.com/blog/ubi-partners-ms-for-startups/ https://unibiointelligence.com/blog/ubi-partners-ms-for-startups/ Wed, 30 Apr 2025 00:00:00 GMT News & Views This partnership gives UniBio Intelligence access to cloud resources and support to accelerate delivery of truth-grounded AI solutions for life sciences.