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#knowledge graphs

Confused executive staring at chaotic AI data dashboard in boardroom
AI Business

Enterprise AI's Dirty Secret: Data That Can't Think

C-suites bet the farm on AI. Get back charts from hell. Blame? Not models—your data's semantically illiterate.

3 min read 1 day, 8 hours ago
Biological knowledge graph connecting compounds, genes, and pathways for EIRION's GNN toxicity model
AI Hardware

EIRION's GNN Jumps Tox21 AUC from 0.75 to Context-Aware Heights

Drug models stalled at 0.7517 AUC because they treated molecules like solo acts. EIRION's graph neural network stages the full biological drama, promising fewer trial flops.

3 min read 1 day, 23 hours ago
PlugMem diagram showing raw interactions transforming into structured memory graph
AI Business

PlugMem: Can This Finally Stop AI Agents from Drowning in Their Own Logs?

AI agents are memory hogs, choking on endless logs of chit-chat. PlugMem promises to fix that by distilling junk into gold—but does it really change the game for your daily bots?

3 min read 2 weeks ago
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