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Digital Entrepreneurship 1955–2026: From the first Silicon Valley to GenAI—and back
From Shockley and Fairchild to platforms, cloud, and ChatGPT, this longform shows how digital ideas become companies—and how companies become infrastructure. With the auditable GDE grid (success, failure, acquisition/absorption), it explains why GenAI brings back physical constraints—chips, energy, data centers—and turns governance, auditability, and trust into strategy. Includes a weak-signal checklist for GenAI-native firms and a geoeconomic lens on the U.S., Europe, China,

Andrea Viliotti
14 febTempo di lettura: 31 min


When Logos Meets Dao: A Philosophical Genealogy of the Ideas Behind Today’s AI
From Aristotle and Roman law to Confucius, Nāgārjuna, and modern AI Acts, this longform traces how Western “Logos” and Eastern “Dao” became two operating systems for truth, authority, and coordination. Using AI as a light narrative lens—not an oracle—it compares how the US, EU, China, Japan, and Italy are encoding those philosophies into rules, markets, and institutions in 2026. Read the full piece for the dual timeline and five tensions to watch.—and why some decisions shoul

Andrea Viliotti
11 febTempo di lettura: 15 min


Hybrid AI: How a Model Outperformed Venture Capital Firms at Predicting Startup Success
Why do most AI projects fail? LLMs are unreliable "black boxes." This article by Andrea Viliotti analyzes how Hybrid AI (neurosymbolic) is the solution for high-stakes decisions. We dive deep into the LLM-AR case study, where an AI model outperformed top VCs in predicting startup success (59.5% vs 29.5%) by analyzing founder traits. For CEOs: learn how this transparent, auditable approach delivers measurable ROI (F0.25 score) and ensures compliance with the EU AI Act (Art. 12

Andrea Viliotti
13 nov 2025Tempo di lettura: 18 min


China's Strategic Model: An Executive's Guide to AI, Industry, and Governance (An Andrea Viliotti Analysis)
China's strategic model analyzed for executives. Beyond the 'factory of the world': China competes on AI (AI Plus), EVs (11M sold), and data governance (SCS). An analysis of the coherence between industry, tech (V2G, City Brain), and geopolitics (BRI), and the implications for global firms (EU AI Act). Strategic consultant Andrea Viliotti explains C-suite lessons for navigating competition, price 'involution,' and compliance.

Andrea Viliotti
4 nov 2025Tempo di lettura: 26 min


Human-Machine Collaboration: How Generative AI Expands the Creative Subconscious
An in-depth analysis of human-machine collaboration. This report explores a pioneering experiment using generative AI to extend the creative subconscious, drawing parallels with surrealism and neuroscience. It analyzes ethical implications and professional applications for entrepreneurs and managers, defining a new paradigm for innovation. Discover how co-creation with AI is redefining the future of creative and strategic work.

Andrea Viliotti
7 set 2025Tempo di lettura: 22 min


Cognitive Debt: The Leader's Guide to Strategic AI Implementation
Unlock the true potential of AI in your business by tackling the hidden risk of cognitive debt. This comprehensive guide provides leaders and managers with actionable strategies, frameworks, and real-world examples to foster an 'augmentation culture.' Learn to govern AI implementation, avoid common project failures, and empower your team to use AI as a tool for innovation, not a crutch. Turn the challenge of cognitive debt into your greatest competitive advantage.

Andrea Viliotti
24 lug 2025Tempo di lettura: 21 min


Generative AI: How Rhythm Blues AI Responds to Kevin Roose’s Key Challenges
Generative AI from Rhythm Blues AI: stay ahead, align with Kevin Roose, and thrive in an AI-driven business landscape.

Andrea Viliotti
19 mar 2025Tempo di lettura: 12 min


Generative Artificial Intelligence: Key Strategies to Boost Corporate Competitiveness
Generative Artificial Intelligence: boost competitiveness with ethical strategies, innovative tools, and measurable business impact.

Andrea Viliotti
9 mar 2025Tempo di lettura: 15 min


AI-Driven Manager: A Strategic Path to Business Competitiveness and Growth
AI-driven manager: unlocking strategic growth, ethical AI, and streamlined processes for businesses ready to innovate responsibly.

Andrea Viliotti
8 mar 2025Tempo di lettura: 15 min


Restructuring Business Models with Artificial Intelligence: Key Strategies for Managers and Technicians
Restructuring business models with artificial intelligence for innovative, cost-effective solutions and rapid strategic growth.

Andrea Viliotti
7 mar 2025Tempo di lettura: 14 min


Generative AI Strategies for Corporate Marketing: Boosting Growth and Competitive Edge
Generative AI transforms corporate marketing, fueling efficient content creation and a distinctive brand identity.

Andrea Viliotti
5 mar 2025Tempo di lettura: 15 min


Generative AI for Deeper Insight and Personalized Sales: How It Transforms the Commercial Landscape
Embrace Generative AI for deeper insight and personalized sales to streamline prospecting and customize every offer with precision.

Andrea Viliotti
4 mar 2025Tempo di lettura: 19 min


Grothendieck Toposes and Generative AI: Driving Unified Data and Business Strategies
Grothendieck Toposes and Generative AI converge to unify data, business, and diverse mathematical theories in one cohesive framework.

Andrea Viliotti
2 mar 2025Tempo di lettura: 33 min


Generative AI and Human Cognitive Biases: Safeguarding Organisational Decisions
Avoid cognitive biases in generative AI adoption. Learn how businesses can prevent flawed decisions and ensure AI strategies are bias-free.

Andrea Viliotti
18 feb 2025Tempo di lettura: 13 min


The Duality of Artificial Intelligence: A China–West Comparison
Uncover the China–West comparison in AI, from brain-inspired research to open source progress, shaping a new era of global innovation.

Andrea Viliotti
27 gen 2025Tempo di lettura: 4 min


Global Scenarios and Chinese Strategies for General Artificial Intelligence
Discover China’s strategies for achieving General Artificial Intelligence beyond Large Language Models, from policy to practice.

Andrea Viliotti
26 gen 2025Tempo di lettura: 9 min


Large Language Models: Key Insights for Businesses and Technical Professionals
Large Language Models offer data-driven solutions, bridging technical insights and business strategy for next-level growth.

Andrea Viliotti
19 gen 2025Tempo di lettura: 20 min


Artificial Intelligence and Business Digitalization in Italy: Key Insights from the 2024 Istat Report
Explore the 2024 Istat Report on AI and business digitalization in Italy, covering AI adoption, broadband growth, and e-commerce trends.

Andrea Viliotti
17 gen 2025Tempo di lettura: 10 min


Generative AI Strategies: Key Approaches for Entrepreneurs and Executives to Boost Competitiveness
Unleash Generative AI strategies for faster innovation, cost savings, and market growth in an ever-evolving digital landscape.

Andrea Viliotti
17 gen 2025Tempo di lettura: 9 min


Google Titans Neural Memory: Efficient Management of Extended Sequential Contexts
Google Titans Neural Memory manages sequences beyond 2M tokens, combining attention with adaptive memory for efficient data insights.

Andrea Viliotti
16 gen 2025Tempo di lettura: 8 min
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