Posted by Mat Balez
Nov 20, 2025/20:14 UTC
The integration of artificial intelligence in the creation of Bitcoin Improvement Proposals (BIPs) is seen as an inevitable trend, according to Greg Maxwell. He posits that as AI becomes more ingrained in our processes, its influence on BIP drafting will increase, regardless of whether contributors explicitly acknowledge this assistance. The crux of Maxwell's argument is that responsibility for the quality and integrity of these proposals lies squarely with the proposers themselves. He underscores the principle that submitting subpar work tarnishes a contributor's reputation, a norm that has been maintained within the community.
Maxwell suggests that given the rise of Large Language Models (LLMs) and their potential to improve or dilute the quality of BIPs, reviewers should adjust their expectations and methodologies. He anticipates an increase in both the quantity of proposals submitted and the spectrum of their quality, ranging from poorly constructed to highly innovative submissions. In response to this challenge, he advocates for BIP reviewers to employ AI tools, including LLMs, to manage the anticipated surge in submissions efficiently. This approach aims to maintain high standards of review by leveraging technology to filter and assess proposals effectively.
Despite advocating for the use of AI in reviewing processes, Maxwell emphasizes the importance of retaining human judgment at the core of decision-making around BIP quality. He argues for a balanced approach where AI aids in enhancing efficiency and effectiveness but does not replace the critical, nuanced assessment provided by human reviewers. This stance reflects a broader understanding of the need to adapt to technological advancements while preserving the integrity and thoroughness of the review process in the development of Bitcoin.
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Nov 5 - Dec 16, 2025
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