The spring move of 2026 has evolved into an arms race between algorithms. One side of the board is the firm holding the ais screening system, with the leverage being 35 per cent of the initial ais screening rate and an average manual cost of 4-5 hours per day; the other side is more than 86 per cent of the students who use the generated aai, with the leverage being $9. 9 to buy the cv keyword in reverse。
Both sides are using technology to take time, but this game is completely out of control. I don't know. After a 60 per cent repetition rate, the recruitment market was flooded with homogenous cvs, signals were distorted and bad currency was expelled。
Businesses need to be efficient, job seekers reverse the rules
The start-up of the ai screening is intended not to be a problem, but to respond to the needs of a multiplication of curricula vitae. The core logic of mainstream systems such as north sam and moka is "rule-driven plus weight-scoring": jd extracts keywords and assigns weights on the basis of academic qualifications, skills labels and years of internships, which are directly phased out below the threshold. The mechanism liberated hr from a four-to-five-hour review per day and reduced it to 40 minutes。
However, the response of job seekers is not to improve real skills, but to transform recruitment into "seo optimization". Since your algorithms recognize keywords, i'll stick all the high-frequency jd words in my curriculum vitae with ai. This is not a demonstration of self, but a gift to a black box algorithm that it wants the most。
A 9. 9-dollar proxy chain, mass manufacturing of digital fractions
When the approximation algorithm became the first demand, the cv-based chain expanded rapidly. Current proxy chips have been highly quantified: basic ai batch yields between $9. 9 and $50, common manual replacements of between $100 and $500, and one-on-one customizations of between $800 and $3,000. This is not a personalized expression, but a highly homogeneous "digital divide"。
All people are using the same ai to reverse the preference for the same jd, resulting in a general repetition rate of more than 60 per cent of the key words in the junior job resume. The traditional template has less than 30 per cent recoupability, while the ai cv directly pulls out the recoupability due to the harmonization of algorithms. Hr is no longer a living person, but a few hundred identical "full score papers"。
There are no winners in the algorithm game. Job seekers are the most passive
In this game, the job-seekers appear to have been given the keys to the first screening and are in the most passive position. The initiative of ai as a "claw cane" job-seeker was completely handed over to algorithms, and the true and unique experience was masked by a single type of work-field rhetoric. Worse still, those who do not understand ai optimization and insist on hand-written cvs are victims of poor algorithms because they are systematically filtered without stepping on keywords。
The end of the enterprise is also being reversed. The results were reduced by the fact that hr had to spend more time manually reviewing the missing candidates during the interview for the high-scoring resumes screened by ai. The core purpose of recruiting people to match them has been marginalized and completely alienated into a technological confrontation between the two sides ' ai tools。
The old path of algorithm screening is dead. The real details are new chips
The way forward is clear: the game of mere keywords is coming to an end. The regulatory level has begun with a joint warning from the five departments, which focuses on combating the dissipation of "training loans" induced by ai job-seeking training。
The recruitment platform is also an iterative algorithm, adding ai-generated curriculum vitae recognition features, reducing the weight of a single key word and preferenceing the structured presentation and quantification of results for `issue-action-outcome'. For its part, the enterprise began to increase the proportion of semi-structured interviews and hands-on tests。
This means that ai can help you complete the structured draft, but the only leverage that can pass through the future is the ones in the curriculum vitae that belong to your real dilemma, the specific solution and the data with the particle size。
