Cognitive Technology Team
Feb 18, 2025 · Artificial Intelligence
Two Major Bottlenecks in Deploying Large Language Models: Machine Deception and Hallucination
Deploying large language models faces two critical challenges—machine deception, where AI generates plausible yet false content, and machine hallucination, where outputs are logically coherent but factually inaccurate—both undermining trust, and the article outlines their causes, impacts, and technical, ethical, and regulatory mitigation strategies.
Artificial IntelligenceMachine DeceptionTrustworthiness
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