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Könyv Engineering Functional Self-Awareness in AI Systems Raghurami Reddy Etukuru Ph.D.

Engineering Functional Self-Awareness in AI Systems

From Metacognition to Closed-Loop Autonomy

Szerző: Raghurami Reddy Etukuru Ph.D.
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: iUniverse
Elérhetőség: Beszállítói készleten
Küldés 9-15 napon belül
7 857 Ft
As AI systems grow more capable, the next dimension shifts toward thequestion of the self in AI. Mod...

Információk a könyvről

Szerző
Raghurami Reddy Etukuru Ph.D.
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2026
oldal
280
EAN
9781663279279
ISBN
1663279276
Enbook ID
52766426
Kiadó
iUniverse
Súly
380
Méretek
152 x 229 x 15

Teljes leírás

As AI systems grow more capable, the next dimension shifts toward the
question of the self in AI. Modern systems can reason and act across domains,
yet they remain fundamentally passive, unable to evaluate their own reliability,
regulate their behavior, or recognize the limits of their competence. This gap
becomes increasingly consequential as systems scale.
This book presents a systems-engineering framework for building autonomous
intelligent systems. Here, functional self-awareness is treated as an
architectural property arising from the integration of persistent self-models,
metacognition, self-governance, and explicit uncertainty awareness. These
mechanisms enable systems to monitor their own reasoning, constrain their
actions, and remain governable over time.
Drawing on control theory, AI systems engineering, and real-world failure
modes, the book reframes self-aware AI as a practical requirement for safe,
scalable intelligence. It off ers a rigorous, lifecycle-oriented approach for
engineers, researchers, and product leaders designing AI systems that must
understand and regulate themselves.