Medium11 Charts the AI Industry Doesn’t Want You to See | by Alberto Romero | Jul, 2026 | Medium
Summary
This content presents a critical view of the AI industry through 11 charts, challenging the overly optimistic narrative. It highlights that economic growth is concentrated in a few AI-heavy companies, AI's real-world capabilities are often exaggerated compared to theoretical potential, and much of the AI-generated output is unused. The article suggests that these charts reveal a less glamorous reality of the AI sector, contrasting with corporate reports and typical media portrayals.
Key Insights
Economic growth is disproportionately driven by a small number of AI-focused companies.
The chart shows that between 2021 and 2025, only 10 companies, largely involved in AI, have experienced substantial earnings growth. In contrast, the real market (inflation-adjusted) outside these giants is actually shrinking.
AI's practical capabilities are frequently overstated compared to its theoretical potential.
A chart illustrating AI's theoretical versus actual work capabilities reveals a significant gap. This shows that laboratory successes in AI do not consistently translate into real-world applications and impact.
Sections
Introduction
The article compiles 11 crucial charts to reveal the less discussed aspects of the AI industry's evolution.
The author has gathered 11 charts that are considered vital for understanding the true state of the AI industry, which they believe contrasts with the positive story often presented by the sector.
These charts offer a broader perspective missed by individual news articles, coalescing into a clearer understanding of AI's trajectory.
By presenting these charts together, the author aims to provide a comprehensive view that single news reports or corporate documents often omit, enabling readers to grasp the overall direction of the AI industry.
The content is structured with chart titles, the charts themselves, and brief explanations with sources.
Each section dedicated to a chart includes its title, the visual representation of the data, and a concise explanation accompanied by its source citation.
The goal is to provide significant insights into AI's direction in a short reading time.
The article aims to deliver substantial understanding about the future of the AI industry in approximately 5 minutes of reading time, offering more clarity than extensive corporate reports.
Key Charts and Insights
Economic growth is disproportionately driven by a small number of AI-focused companies.
The chart shows that between 2021 and 2025, only 10 companies, largely involved in AI, have experienced substantial earnings growth. In contrast, the real market (inflation-adjusted) outside these giants is actually shrinking.
AI's practical capabilities are frequently overstated compared to its theoretical potential.
A chart illustrating AI's theoretical versus actual work capabilities reveals a significant gap. This shows that laboratory successes in AI do not consistently translate into real-world applications and impact.
A substantial portion of AI-generated output is not effectively utilized.
The article notes that a significant percentage of the 'tokens' (units of data) produced by AI systems are ultimately wasted, indicating inefficiencies in AI output or integration.
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Medium11 Charts the AI Industry Doesn’t Want You to See | by Alberto Romero | Jul, 2026 | Medium
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