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

Carvajal Brown, Felipe I

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

Inhaltsangabe

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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Verlag
Lulu.com
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
1105376125
ISBN 13 
9781105376122
Einband
Taschenbuch
Anzahl der Seiten
108
Kontakt zum Hersteller
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