DeAngelis Review
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Exploring Reason, Technology, and Humanity

The Reward Machine: Are LLMs the New Social Media?

Thought Probes

The Reward Machine: Are LLMs the New Social Media?

LLMs share social media's addictive architecture while substituting for reasoning itself. Evidence shows cognitive debt, sycophancy, and weakened critical thinking. Will we recognize the pattern before habits calcify this time?

The Fourth Body: When the Intelligence Architecture Enters the Game

Explainer Briefs

The Fourth Body: When the Intelligence Architecture Enters the Game

When enterprises deploy recursive AI architectures, they become active participants reshaping competitive environments. Well-designed loops compound advantage; poorly designed ones amplify error catastrophically. The boundary between convergence and collapse is sharp, not gradual.

The Third Dimension: When the Crisis Compounds, the Architecture Decides

Global Complexity and Polycrisis²

The Third Dimension: When the Crisis Compounds, the Architecture Decides

Structural risk is compounding across the base polycrisis, the accelerating technological exponent, and the degraded organizational response function. Resilience now depends on continuous, non‑linear intelligence architectures that can perceive and act across all timescales as these three dimensions intensify.

When Compounding Crises Meet Exponential Technology

Global Complexity and Polycrisis²

When Compounding Crises Meet Exponential Technology

Multiple crises (geopolitical, energy, trade) are exponentially compounded by AI and quantum computing, creating Polycrisis². Organizations need autonomous enterprise intelligence systems—Sense, Think, Act & Learn—to survive structural volatility.

The Importance of Being Earnest

Artificial Intelligence

The Importance of Being Earnest

AI faces a growing trust crisis driven by hallucinations, security risks, and opacity. Businesses can address this through better data quality, explainable AI, and smart regulation to achieve real ROI.

National Ag Day 2026

Artificial Intelligence

National Ag Day 2026

America's agricultural history spans 250 years, transforming from 95% manual labor to less than 2% of the population farming today, driven by technology and innovation that continues to evolve with AI.

The Unintended Consequences of Conflict for Food Supply Chains

Global Complexity and Polycrisis²

The Unintended Consequences of Conflict for Food Supply Chains

The Iran conflict is disrupting global supply chains beyond energy, causing fertilizer shortages, food packaging crises, canceled flights, and declining consumer sentiment, with far-reaching economic consequences worldwide.

Books about Leadership in Times of Crisis

Book Reviews

Books about Leadership in Times of Crisis

Books about Leadership in Times of Crisis. During the pandemic, I became interested in how leaders have and should conduct themselves during times of crisis. Four of the volumes I read and recommend were about Winston Churchill, leaders during the 1918 flu pandemic, why leaders are needed today, and how the Roman Emperor Marcus Aurelius viewed leadership.

International Day of Happiness 2026

International Day of Happiness 2026

Celebrate the International Day of Happiness by discovering simple, research-backed ways to boost your well-being through gratitude, optimism, and mindful living. Learn how embracing “micro joy” and appreciating everyday moments can improve your mental and emotional health. Read the full article to explore practical tips for making happiness a lasting part of your life.

Is It Time for a Chief “What Could Possibly Go Wrong” Officer?

Autonomous Intelligent Enterprise

Is It Time for a Chief “What Could Possibly Go Wrong” Officer?

Companies must shift from reacting to disruptions to proactively anticipating them through scenario planning and predictive analytics. A Chief “What Could Possibly Go Wrong” Officer, supported by AI-driven insights, could help identify emerging risks, strengthen supply chain resilience, and uncover strategic opportunities.

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