While astrologers continue to marginalize the Signularity as a speculative concept from science fiction, the reality is that it is already reshaping the world. Astrologers, by and large, continue to state that highly skilled professionals are very unlikely to be impacted overnight by accelerating AI breakthroughs occurring in the United States. However, they continue to overlook that, as of today, more than 80% of new code is written by Anthropic's Claude, which is machine-written, not human-written. Having Anthropic write most of its own source code has resulted in 8x higher engineering throughput, enabling it to ship 8x as much code per quarter as it did a year ago. For example, Claude Opus 4.6 can now complete tasks that take a highly skilled white-collar professional worker 12 hours. A year ago, the ceiling was just a modest four minutes. On the METR autonomy benchmark, the time horizon AI can work unsupervised is doubling every four months, up from every seven months. My 2027 projection. If the trend holds, by the end of 2027, Claude will handle 40-hour (a week-long) tasks on its own. The only remaining frontier for their human engineers in 2027 onward will be doing “research taste.” Research taste is the judgment of which experiments are worth running, and Anthropic expects to automate even that within a year. Still think YOUR JOB is safe because "the astrologers" continue to say so? Think Again!

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