Richard Socher: AI Will Significantly Raise Acceptable Standards of Work Output
Richard Socher stated that as more people use AI, the acceptable standards for work outputs such as slides, spreadsheets, and documents will increase, making poorly thought-out results less acceptable.
Those producing results below AI quality will find it difficult to keep their jobs, a situation that has not yet widely occurred because most managers are still not proficient in using AI.
Similar to chess, top talents will become better.
In market mechanisms, AI raises productivity standards, accelerating internal efficiency competition within companies, with funding shifting towards AI collaboration tools and training, driving workforce skill upgrades, benefiting AI productivity platforms while traditional workers lag behind in adaptation.
Source: Public Information
ABAB AI Insight
Richard Socher, a veteran expert in the AI field, has long observed the impact of technology on workflows, emphasizing that AI will amplify the advantages of top talents and compress the space for low-quality outputs.
The capital path indicates that companies will shift budgets from human expansion to AI tool deployment and employee training, motivated by the desire to enhance overall output quality and speed, strategically reshaping performance standards through AI to maintain competitiveness.
Similar to the rise in document processing standards after the widespread use of computers, the current AI era is at a critical stage of transforming work quality benchmarks from human standards to AI-enhanced standards.
Essentially, this is a technological substitution, where AI lowers the threshold for high-quality outputs, forcing human workers to migrate towards higher-order thinking and creativity, concentrating capital and talent on individuals who master AI-enhanced workflows, shifting pricing power from traditional execution capabilities to higher cognitive abilities under AI collaboration.
ABAB News · Cognitive Law
AI lowers the threshold temporarily, raises standards permanently; tools always amplify top talents.
Low-quality outputs temporarily, AI-enhanced outputs permanently; managers' AI capabilities determine team ceilings.
Employees rely on manpower temporarily, top talents use AI permanently; structure determines new workplace stratification.