Recursion Pharmaceuticals Conference Summary Company Overview - **Company**: Recursion Pharmaceuticals (NasdaqGS: RXRX) - **Event**: Jefferies London Healthcare Conference - **Date**: November 18, 2025 Key Points Leadership Transition - Najat Khan has taken over as CEO, with Chris Gibson remaining as Chair of the Board, indicating a smooth leadership transition and continuity in strategic direction [5][8] Strategic Focus Areas 1. **AI-Driven Therapeutics**: The company aims to leverage its integrated AI technology stack to develop differentiated therapeutics, emphasizing the importance of proprietary data generation [6][12] 2. **Operational Discipline**: Recursion has reduced operating costs by 35% while maintaining external catalysts, showcasing a commitment to financial discipline [7] 3. **Talent Acquisition**: The company highlights the importance of having a bilingual team that understands both AI and biology to drive innovation [7][20] Unique Platform and Data Strategy - Recursion differentiates itself by building proprietary datasets, with 65 petabytes of data, 40 petabytes of which are proprietary, allowing for unique AI model development [14][12] - The company has generated over $500 million from partnerships, indicating strong revenue generation for a pre-commercial biotech firm [13] Regulatory Engagement - Recursion is actively engaged with regulatory bodies in the U.S. and EU, particularly in the rare disease and oncology spaces, to navigate evolving guidelines and frameworks [22][23] - The company is focusing on reducing reliance on animal testing through predictive models and organoid approaches [24] Pipeline Highlights 1. **Familial Adenomatous Polyposis (FAP)**: - The company is developing a treatment for FAP, a rare disease affecting approximately 50,000 patients in the U.S. and EU, with promising early data showing a 30-80% reduction in polyps [27][28] - The treatment aims to provide an alternative to colectomy, significantly impacting patient quality of life [27] - Upcoming data expected next month will provide further insights into efficacy and safety [30] 2. **CDK7 and RBM39 Programs**: - The CDK7 program is in monotherapy dose escalation, with early activity observed and a focus on combination therapies in ovarian cancer [41][43] - The RBM39 program is a first-in-class degrader targeting DDR modulation, with early safety and pharmacokinetic data expected in the first half of next year [46] Market Considerations - The company is aware of safety signals related to LVEF depression and rash, common with MEK1/2 inhibitors, and is managing these through established protocols [34] - The potential pivotal program for FAP will likely involve composite endpoints, including polyp burden reduction and progression to surgery [38] Future Outlook - Recursion anticipates a busy 2026 with multiple catalysts and milestones across its pipeline and partnerships, indicating a strong growth trajectory [50] Additional Insights - The company emphasizes the importance of data provenance and model interpretability in regulatory discussions, which is critical for building trust with regulators [20][24] - Recursion's commitment to innovative approaches in drug discovery and development positions it well within the rapidly evolving biotech landscape [19][12]

Core Viewpoint - The biotech sector presents high-risk, high-reward investment opportunities, particularly for companies like Absci, which has a market cap of $600 million [1] Company Overview - Absci operates at the intersection of AI and biotechnology, leveraging machine learning and automation for drug discovery and development [2] - The company is positioned to lead a new generation of therapeutics, but its early-stage status and execution risks must be considered [2] Drug Discovery and Pipeline - Absci utilizes generative AI to model and design new therapeutics, potentially shortening R&D timelines [3] - The company has multiple drug candidates in clinical trials, including ABS-101 for IBD and ABS-201 for androgenic alopecia, with ABS-101 having launched a Phase 1 trial [3] Partnerships and Collaborations - Absci has established partnerships with major players in the biotech and pharma sectors, including a multi-year partnership with Merck valued at up to $610 million [4] - Other collaborations include partnerships with medical dermatology company Almirall and various firms [4] Market Potential - The AI drug discovery market is projected to grow at a CAGR of nearly 30% from 2024 to 2030, reaching over $20 billion [5] - Absci's addressable market includes biologics, monoclonal antibodies, and therapeutic proteins, indicating significant growth potential [5] Financial Position - Absci raised approximately $64 million in July 2025, increasing its cash reserves to over $117 million, providing a financial runway into 2028 [6] - The company is well-positioned to attract strategic investments as demand in the AI biotech space grows [6] Risks and Challenges - Absci faces execution and clinical risks, with no commercialized therapies currently available [7] - The company relies on research collaborations for revenue generation, which may concern investors [7] - The competitive landscape includes numerous rivals and legacy pharma players expanding their AI capabilities, adding uncertainty to Absci's growth [8] Analyst Sentiment - Analysts are generally optimistic about Absci, with six out of seven assigning a Buy rating and forecasting an upside potential of over 110% [9]

Core Viewpoint - NYB has entered into a business combination agreement with RF Acquisition Corp II, aiming to become a publicly listed company on Nasdaq under the ticker symbol "NYB" [1][9]. Company Overview - NYB is an AI-driven drug discovery and biotechnology company, recognized for its Vecura™ AI platform powered by the proprietary Drug-Target Interaction Graph Neural Network (DTIGN) [3][13]. - The company is developing one of the world's largest AI-curated natural compound libraries in collaboration with global technology leaders such as NVIDIA, HP, and Equinix [3][14]. Business Combination Details - The Proposed Transaction values NYB at approximately $1.5 billion in pre-transaction equity value, with existing shareholders retaining a majority of the Combined Company's outstanding shares [9][10]. - NYB will designate a majority of the board of directors for the Combined Company [2][9]. Pipeline and Innovations - NYB's drug discovery efforts have led to the identification of multiple nature-inspired small molecules targeting oncology, cardiovascular health, and mental health, with candidates like NB-A002 targeting the ILF2 protein [4][5]. - The global DNA Damage Response (DDR) therapy market is currently valued at $8.3 billion and is expected to reach $19.5 billion by the mid-2030s, indicating significant market potential for NYB's lead candidate [6]. Strategic Collaborations - NYB has established a joint laboratory with Nanyang Technological University (NTU), focusing on advancing AI-driven drug discovery and harnessing the therapeutic potential of natural compounds [7][14]. - The collaboration aims to develop next-generation AI engines to support drug discovery across various therapeutic areas [7]. Management Commentary - Management expresses confidence in NYB's unique position to transform medicine by addressing high unmet medical needs through its innovative AI-powered drug discovery platform [8].