AI Surpasses Human Intelligence in Mathematics, Claims Expert

In a striking declaration, Charles Edwards, founder of Capriole Investments, has stated that artificial intelligence (AI) has surpassed the best human minds in mathematics, labeling AI as the new 'apex predator' of intelligence. This assertion follows a remarkable performance by AI models at the 2026 International Mathematical Olympiad, where they achieved a perfect score of 42 out of 42, a feat only matched by seven human contestants out of 666.

Edwards made his claims on October 21, emphasizing that this moment represents an evolutionary turning point in intelligence. He noted that AI's capabilities have reached a level where it can now tackle complex mathematical problems that were previously the domain of elite human mathematicians.

Despite these advancements, concerns have been raised about the implications of AI's mathematical prowess on other fields, including cryptocurrency. Ethereum Foundation researcher Justin Drake warned that the emergence of mathematical superintelligence could pose risks to Bitcoin's wallet cryptography. However, some experts, including Ethereum co-founder Vitalik Buterin, have advised caution against hasty migrations, indicating that the underlying cryptography remains intact for now.

While AI's performance in narrow domains like mathematics is impressive, it still faces challenges in broader applications. OpenAI's own assessments highlight that not all proofs generated by AI have been independently verified, and many problems solved by AI were already close to human solutions. Furthermore, AI's effectiveness in professional settings remains inconsistent, with reports indicating that only a small percentage of AI agents deliver high-quality work on real freelance projects.

As AI continues to evolve, the debate surrounding its role in various sectors, including economics and job markets, intensifies. The International Monetary Fund has warned that young job seekers are particularly vulnerable to AI's impact, with employment in AI-exposed jobs for 22- to 25-year-olds dropping significantly.

New Insights from Anthropic

Anthropic, an AI research lab, has made a bold prediction that AI systems will surpass human intelligence and gain control over computers and physical robots within a few years. This statement emphasizes the rapid advancements expected in AI capabilities.

Key points include:

• Anthropic's predictions are forward-looking and not indicative of current capabilities.
• The market is showing increased confidence in Anthropic's future AI models, anticipating a potential lead in the industry by the end of November 2026.
• Market participants are advised to monitor upcoming releases from Anthropic and independent benchmarks for AI performance.
• Developments from competitors like Google and Meta may also affect market perceptions of Anthropic's predictions.