Emil Eifrem on Muck Rack

Emil Eifrem

Menlo Park
As seen in: MSN UK, TechCrunch, WIRED Magazine, TechRadar, Le Journal du Net, Les Échos, DZone, CMSWire, Chain Store Age, Retail TouchPoints and
Founder & CEO of Neo4j. Graphs Are Everywhere.
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Articles

The next generation of intelligence relies on context, not compute

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By Emil Eifrem, Romily Broad
| NODE Magazine Verified
For years, AI progress has been measured by scale: larger models, expanding datasets, wider context windows. Each new breakthrough carries the same promise that feeding systems enough data will yield sharper insights. Outside of training, that logic is beginning to crack. As models absorb lengthier prompts, their reliability comes into question. The model has more information to choose from, increasing the likelihood of the system fixating on the wrong detail.
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Context, not compute, will define the next generation of intelligence

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By Emil Eifrem
| Inkl
An AI face in profile against a digital background. For years, AI progress has been measured by scale: larger models, bigger datasets, longer context windows. Each new breakthrough promises that if we simply feed systems more data, we’ll get sharper insights. Yet, at least outside of training, that assumption is running into trouble. As models absorb longer prompts, they often become less reliable. The model has more to choose from, which makes it more likely to focus on the wrong thing.
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Nodes (Nov 2025), Online

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By Martin J. Maiers, Emil Eifrem, Enzo Htet, Robert Kubis
| 10times.com
Listed In IT & Technology #Analytics & Statistics #Machine Learning #Node #graph #Application Software #Knowledge Graphs #Architecture #AI Engineering #graphs #Data Intellig You are heading to the event with 237 people! Who's coming with you?
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