14 canonical risk pages
Economy
Impacts on jobs, markets, economic concentration, and value distribution.
Algorithmic Inequity
Personalized price discrimination and algorithmic segmentation resulting in unequal economic treatment based on inferred personal characteristics.
Document Fraud
Perfect forgery of legal documents, contracts, IDs, and certificates using generative AI, undermining document trust systems.
Financial Flash Crash
Sudden market collapses caused by unforeseen interactions between high-frequency trading algorithms, generating extreme systemic volatility.
Ghost Work
Labor exploitation of data annotation and labeling workers in developing countries, often with precarious conditions, low wages, and exposure to traumatic content.
Global Inequality
Widening of the technological and economic gap between the Global North (AI developers) and the Global South (relegated to passive consumers without development capabilities).
Infinite Spam
Flooding of the internet with low-quality synthetic content at massive scale, degrading the utility of search, communications, and digital platforms.
Investment Bubble
Massive overvaluation and excessive capital flow into AI projects without solid technical foundation, creating risk of sectoral economic collapse when the bubble bursts.
IP Theft
Cannibalization of the human creator market due to massive generation of synthetic content competing directly without compensation to original artists.
Labor Displacement
Accelerated automation of cognitive and manual activities resulting in the obsolescence of entire job categories, with disruptive impact on the labor market.
Market Monopoly
Excessive concentration of advanced AI capabilities, computational resources, and talent in a small number of technology corporations, limiting competition and innovation.
Predatory Advertising
Automated and massive generation of low-quality content optimized to manipulate search engine rankings (SEO spam) and misleading advertising.
Regulatory Capture
Disproportionate influence of large tech corporations in drafting AI regulations, designing regulatory barriers that consolidate their dominant position and exclude competitors.
Supply Chain
Critical dependence and scarcity of specialized components like GPUs and AI chips, creating development bottlenecks and geopolitical vulnerabilities.
Hype Cycle
Unrealistically inflated expectations about AI capabilities followed by disillusionment when technology fails to meet exaggerated promises (Gartner Hype Cycle).