The Nobel Prize-winning 'Godfather of AI' has distanced himself from Musk's venture while raising alarms about the broader trajectory of artificial intelligence labs
Geoffrey Hinton, the computer scientist widely regarded as the “Godfather of AI,” has sharpened his criticism of the artificial intelligence industry he helped create, with Elon Musk’s xAI venture drawing particular scrutiny. Hinton declined an offer to join xAI’s advisory board in 2024, a quiet but telling rebuke from one of the most influential voices in machine learning.
The 2024 Nobel Prize in Physics laureate, who earned the honor for his foundational work on neural networks, has spent recent months sounding alarms about what AI is doing to society. His concerns aren’t about stock prices or token valuations. They’re about something arguably more important: jobs, safety, and the growing gap between who builds AI and who gets hurt by it.
From Google exit to Musk rejection #
Hinton resigned from Google in May 2023, explicitly citing AI safety concerns. Then came the xAI situation. Musk founded xAI in 2023, positioning it as a truth-seeking alternative to what he characterized as ideologically captured AI labs. When the company reportedly approached Hinton about an advisory role in 2024, he said no. The refusal came after what has been described as a contentious interaction between the two, suggesting the disagreement wasn’t just philosophical but personal.
Nobody gets a pass, not even Anthropic #
Hinton’s criticisms haven’t been limited to Musk’s outfit. In recent public statements from May and June 2026, he took aim at Anthropic, a company he had previously supported. His complaint: the company had deviated from its core safety-first mission.
In a 2026 interview with NBC News, Hinton shifted focus to the societal fallout of AI advancement. His primary concern was job displacement, the kind of mass economic disruption that doesn’t show up in quarterly earnings reports but reshapes entire communities. He specifically noted that figures like Musk stand to benefit disproportionately from AI’s rise, even as the broader population absorbs the economic pain.
What this means for investors #
For anyone with exposure to AI-related investments, Hinton’s warnings deserve more than a headline skim. Governments around the world are already scrutinizing AI development more closely. The European Union’s AI Act is in effect. US regulators are weighing their own frameworks. Every time a credible voice like Hinton raises concerns about safety failures, it increases the probability of stricter oversight, which in turn compresses the timelines and profit margins that current valuations assume. Disclosure: This article was edited by Editorial Team. For more information on how we create and review content, see our