Everyone Should Slow Down AI Development Except for Me

This perspective contrasts with widespread appeals from researchers and policymakers urging slower

On September 12, 2026, a commentary emerged arguing that while most experts call for caution in advancing generative artificial intelligence, the author believes they alone should be exempt from such restraints. The piece, published on a personal technology blog, reflects growing tensions in the AI community over the pace of innovation versus safety considerations. It comes amid rapid deployment of large language models across industries, prompting renewed debate about who should set the boundaries for development. The author contends that the transformative power of AI, particularly through refined large language model inference, justifies accelerated progress in their own work. They describe daily advancements in generative AI as staggering, emphasizing the potential for breakthroughs when technical precision is applied thoughtfully.

This perspective contrasts with widespread appeals from researchers and policymakers urging slower, more regulated growth to mitigate risks like misinformation, bias, and loss of control. Why One Voice Believes It Should Lead the Charge The writer asserts that their unique understanding of both the technical capabilities and ethical implications of AI positions them to navigate development responsibly, even at speed. They argue that blanket slowdowns could hinder beneficial applications in medicine, education, and scientific discovery, where timely innovation saves lives. By framing their exception as a form of stewardship rather than privilege, they seek to redefine the conversation around who gets to move fast in AI. What Happens If Only One Person Speeds Up? Critics warn that allowing any individual to opt out of shared safety norms undermines collective efforts to build trustworthy systems. They point out that AI’s societal impact depends on widespread coordination, not isolated excellence.

The commentary raises concerns about precedent: if one person claims exemption, others may follow

The commentary raises concerns about precedent: if one person claims exemption, others may follow, eroding consensus on prudent advancement. Still, the author maintains that responsible acceleration, guided by deep expertise, can coexist with caution — if only they are trusted to define what that means. Frequently Asked Questions Is the author calling for no regulations on AI development? No. The argument is not against oversight but against applying uniform slowdowns to everyone, suggesting that certain qualified individuals should be allowed to proceed faster under their own judgment. Does the piece reject concerns about AI risks? It does not dismiss risks like bias or misuse but argues that the author’s specific approach mitigates them through careful application of inference techniques, making rapid progress in their case justifiable. How does this view align with current AI policy trends?

It runs counter to growing calls for international coordination and pause agreements, instead advocating for a merit-based exception model that remains highly controversial among experts.