Hugo Latapie

A Retrieve-and-Read Framework for Knowledge Graph Link Prediction

2023

Knowledge graph (KG) link prediction aims to infer new facts based on existing facts in the KG. Recent studies have shown that using the graph neighborhood of a node via graph neural networks (GNNs) provides …

The Validator's Paradox: The Impossibility of Standardizing the "Internet of Cognition" without AGI

2026 · Zenodo (CERN European Organization for Nuclear Research)

A whitepaper challenging the feasibility of standardizing agent communication protocols for stochastic LLMs. It introduces the 'Validator's Paradox' and 'Context Poisoning,' arguing that reliability requires intrinsic architectural grounding rather than external verification layers.