Articles liés à Byzantine Hallucination Consensus: Building Systems...

Byzantine Hallucination Consensus: Building Systems That Survive the Lies They Cannot Prevent - Couverture souple

Carvajal Brown, Felipe I

 
9781105376122: Byzantine Hallucination Consensus: Building Systems That Survive the Lies They Cannot Prevent
Couverture souple
ISBN 10 : 1105376125 ISBN 13 : 9781105376122
Editeur : Lulu.com, 2026

Synopsis

Large language models hallucinate as a structural property of what they are — computable systems generating output over a domain that exceeds computability. No amount of training data, scale, or internal verification can eliminate the failure. Byzantine Hallucination Consensus adapts Lamport's 1982 fault-tolerance framework for a model its authors never imagined: every attention head a potential traitor, every token a probabilistic vote, consensus approached asymptotically rather than crossed at a fixed threshold. The book builds the framework chapter by chapter as a live investigation, stress-tests it against the existing multi-agent literature, and maps where it breaks down. For engineers who build the systems that have to survive the lies they cannot prevent.

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Éditeur
Lulu.com
Date d'édition
2026
Langue
anglais
ISBN 10 
1105376125
ISBN 13 
9781105376122
Reliure
Tapa blanda
Nombre de pages
108
Coordonnées du fabricant
Manufactured by Amazon on behalf of the author
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