Anthropic Warns AI Could Enter a Self-Acceleration Phase Soon

Dynamic Watch Beating AI News: In its updated IPO prospectus on November 2, Anthropic warned that AI may soon cross a critical threshold related to recursive self-improvement (RSI), significantly accelerating AI development. In the past, there have been instances where significant acceleration in research progress went unnoticed until after it had already occurred. Currently, Claude is already involved in writing code, running experiments, and processing training data to help develop stronger next-generation models. These new models, in turn, further accelerate subsequent research, creating a self-reinforcing cycle of increasing speed. According to Anthropic’s safety policy, crossing this critical threshold would occur in either of two scenarios: 1. AI can perform the entire work of an AI research team at comparable cost; or 2. AI accelerates technological progress by at least double, compressing what would normally take two years into one. As AI becomes increasingly involved in its own development, model capabilities may advance faster than updates to safety evaluations, alignment research, and protective measures. Anthropic has not yet determined that any existing model has reached this level; this warning is primarily based on internal estimates and projections for future models. The company is currently considering revisions to its safety policy to ensure that key research processes remain under human supervision and control.