Wednesday, October 21, 2026

Technology & Science

4 articles

MindWalk's Biology Database Hits 660 Million Patterns as Pharma Outsources Drug R&D

MindWalk's Biology Database Hits 660 Million Patterns as Pharma Outsources Drug R&D

MindWalk Holdings unveiled its ReefIQ platform, built on a database of 660 million biological patterns, as global pharma shifts research work to outside AI firms. The company filed a new patent layering computation atop its core technology, while Novo Nordisk licensed out an entire therapy program rather than build it internally.

LM Salvado•
NVIDIA Locks Eli Lilly and Thermo Fisher Into AI Drug Discovery Platform as Pharma R&D Goes Structural

NVIDIA Locks Eli Lilly and Thermo Fisher Into AI Drug Discovery Platform as Pharma R&D Goes Structural

NVIDIA's BioNeMo platform has secured co-innovation deals with Eli Lilly and Thermo Fisher, embedding AI foundation models into enterprise drug discovery pipelines globally. Novo Nordisk reinforced the trend by spinning out its cell therapy unit to an AI-native partner while refocusing on GLP-1. Across the industry, AI infrastructure is shifting from competitive edge to operational baseline.

LM Salvado•
NVIDIA's BioNeMo Becomes Global Drug Discovery's Default AI Infrastructure as Big Pharma Cedes Biology to Specialists

NVIDIA's BioNeMo Becomes Global Drug Discovery's Default AI Infrastructure as Big Pharma Cedes Biology to Specialists

NVIDIA's BioNeMo platform has locked in partnerships with Eli Lilly, Thermo Fisher, and a wave of biotech startups, emerging as the default compute backbone for pharmaceutical AI globally. Denmark's Novo Nordisk signaled the strategic logic this month: it shuttered its internal cell therapy unit, licensed the program to an AI-native startup, and saw its stock jump 25%. Across the US, Europe, and Asia, major drugmakers are abandoning in-house AI builds in favor of licensing specialized biology at

LM Salvado•
NVIDIA Locks In Eli Lilly and Thermo Fisher as BioNeMo Becomes Global Pharma AI Backbone

NVIDIA Locks In Eli Lilly and Thermo Fisher as BioNeMo Becomes Global Pharma AI Backbone

NVIDIA signed simultaneous AI platform deals with Eli Lilly and Thermo Fisher in January 2026, establishing BioNeMo as the foundational infrastructure layer for pharmaceutical research worldwide. The agreements triggered foundation model launches from at least five specialized biotech firms across Europe and North America. The move mirrors how AWS and Azure captured cloud infrastructure — before application markets matured.

LM Salvado•
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Sovereign, Local and Open AI: Infrastructure and Applied Intelligence Scale Up While Frontier-Lab Safety Scrutiny Grows
AI is shifting from cloud-rented models toward locally run, owned and open intelligence. ASUS/NVIDIA RTX Spark laptops pair with Nous Research's Hermes and ComfyUI, and Microsoft pushes hybrid local/cloud Windows. Cisco, NVIDIA and Marvell build open high-bandwidth AI infrastructure, and Hesai supplies real-world data for physical AI. In finance and commerce, Intuit, Zeta, Parloa/TELUS Digital and Snipp embed agentic AI into trusted financial and customer workflows, while OpenAI's math breakthroughs, its security disclosures and an executive's departure from its safety role keep safety and governance scrutiny high.
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EPKINLY Regulatory-Clinical Success Cascade
High probability of expanded label indications, additional combination approvals, and competitive positioning strength in follicular lymphoma market. Predicts positive commercial uptake and potential accelerated review for related indications.
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ING Group
Both facts record the same metric (shares_outstanding) for ING Group at the identical observation date (2025-12-31). FACT A states 2,902,437,688 shares; FACT B states 2,902 million shares (2,902,000,000). The difference is 437,688 shares (~0.015%). This is a genuine value conflict, though the discrepancy appears to result from FACT B rounding to the nearest million while FACT A provides the precise count.
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