Import AI 453: Breaking AI agents; MirrorCode; and ten views on gradual disempowerment
Import AI Jack Clark
Researchers demonstrated that Claude Opus 4.6 successfully reimplemented a 16,000-line bioinformatics program (gotree) by observing only its command-line interface and test cases, without access to the original source code. The task would typically require a human engineer 2–17 weeks of work, and performance improved with increased computational resources during inference. This capability suggests AI systems can already autonomously complete weeks-long coding tasks, raising questions about the pace of AI progress in software development.
Why it matters
Was fire equivalent to a singularity for people at the time?
