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Coles Ainsanity: What AI hype gets right-and what it hides at Bayshore Shopping Centre in Ottawa, ON
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"Ainsanity" by Antoine Karam is a critical examination of modern AI hype, exploring the gap between impressive demonstrations and real-world performance. Published in 2026, the book dissects how AI systems generate confidence faster than they establish truth, creating dangerous feedback loops in business and society.
Through eight analytical chapters, Karam investigates key problems: curated demos that hide system limitations, AI outputs mistaken for calibrated predictions, prompts that manufacture false authority, hallucinations as profitable business features, safety theater that prioritizes optics over substance, the erosion of evidence-based verification, synthetic data contamination, and the self-reinforcing "Ainsanity Loop" where confidence, incentives, and verification failures interlock.
The narrative weaves technical analysis with human stories featuring characters like Rina (product marketer), Caleb (data journalist), Mina (customer support), Omar (startup founder), Tessa (compliance officer), Victor (paralegal), and June (ML researcher) to illustrate how AI's persuasive fluency can bypass critical thinking in real-world settings.
Karam, a CTO with 35+ years in AI and IT, provides readers with practical frameworks like the "Demo-Delta Checklist" and "Authority-Illusion Prompt Map" to audit AI claims critically. The book concludes with actionable guidance for identifying the mechanisms behind AI hype and developing healthier skepticism toward systems that sound right without being verifiably correct.
"Ainsanity" by Antoine Karam is a critical examination of modern AI hype, exploring the gap between impressive demonstrations and real-world performance. Published in 2026, the book dissects how AI systems generate confidence faster than they establish truth, creating dangerous feedback loops in business and society.
Through eight analytical chapters, Karam investigates key problems: curated demos that hide system limitations, AI outputs mistaken for calibrated predictions, prompts that manufacture false authority, hallucinations as profitable business features, safety theater that prioritizes optics over substance, the erosion of evidence-based verification, synthetic data contamination, and the self-reinforcing "Ainsanity Loop" where confidence, incentives, and verification failures interlock.
The narrative weaves technical analysis with human stories featuring characters like Rina (product marketer), Caleb (data journalist), Mina (customer support), Omar (startup founder), Tessa (compliance officer), Victor (paralegal), and June (ML researcher) to illustrate how AI's persuasive fluency can bypass critical thinking in real-world settings.
Karam, a CTO with 35+ years in AI and IT, provides readers with practical frameworks like the "Demo-Delta Checklist" and "Authority-Illusion Prompt Map" to audit AI claims critically. The book concludes with actionable guidance for identifying the mechanisms behind AI hype and developing healthier skepticism toward systems that sound right without being verifiably correct.
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