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?
Related stories
Import AI 466: The bitter lesson for robotics, AIs complete week-long programming tasks; and OpenAI's accidental AI hacker
Import AI · 1 month ago ·
42
What's the largest software project AI can complete on its own?
Epoch AI · 1 month ago ·
32
Claude Code and What Comes Next
One Useful Thing · 8 months ago ·
5