EPISODE · Jul 28, 2026 · 56 MIN
Episode: 44 - Knowledge Graphs Turning Life Science Data into Answers
from Trends from the Trenches · host Bio-IT World
AI is moving fast in life sciences, but a confident answer is not the same thing as a correct, reproducible, auditable answer. Knowledge graphs, ontologies, and FAIR data practices are the keys to bridging this gap. Knowledge3's Tom Plasterer, CEO and co-founder, and Eric Little, chief data officer, join host Allison Proffitt to discuss what it takes to turn semantics into something practical: a knowledge product mindset, modular delivery, and “semantic ops” that can better manage data systems. Their conversation challenges the hype cycle around context graphs, explains why life sciences are a natural starting point for regulated, high-stakes AI, and shows how layered models can capture the right level of context without building a giant monolith that never takes off. Links from this episode: Bio-IT World BioTeam Bio-IT World Europe Knowledge3 Bio-IT World’s Trends from the Trenches podcast delivers your insider’s look at the science, technology, and executive trends driving the life sciences through conversations with industry leaders.
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AI is moving fast in life sciences, but a confident answer is not the same thing as a correct, reproducible, auditable answer. Knowledge graphs, ontologies, and FAIR data practices are the keys to bridging this gap. Knowledge3's Tom Plasterer, CEO and co-founder, and Eric Little, chief data officer, join host Allison Proffitt to discuss what it takes to turn semantics into something practical: a knowledge product mindset, modular delivery, and “semantic ops” that can better manage data system...
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Episode: 44 - Knowledge Graphs Turning Life Science Data into Answers
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