Let a man recruit me
“A candidate prefers to be recruited by a man rather than artificial intelligence.” I recently read in a Facebook comment.
Are you sure?
The last episode of the World Science Festival, with a meaningful title Outsourcing Humanity, discussed progress in the development of artificial intelligence. The episode presents the successes and failures that arise during the development of this technology. Among the successes were promising results in the detection of breast cancer. Among the failures, the spectacular fiasco of artificial intelligence tested in Amazon recruitment processes. The reasons for Amazon’s failure resulted from the fact that incorrectly prepared data was used to learn AI algorithms. These data concerned historical recruitment processes in which male candidates were the preferred candidates. The algorithm, learning from such data, also preferred men, which quickly came to light and a spectacular failure became a fact.
However, my special attention was drawn to the case of a completely different failure, not directly related to artificial intelligence.
A case, whose analysis can shake the faith in human judgment, comes from an area that should be the backbone of the most accurate and just decisions – the justice system.
In 2011, a study by the American Academy of Sciences was published, which revealed quite shocking results of the analysis of court decisions in parole cases. More than 1,000 judgments issued within ten months by eight experienced judges were examined. The research shows that the highest probability (65%) of obtaining a positive court decision was immediately after breakfast (its not a joke). This probability was then constantly decreasing, and before the next meal, it was almost zero. The result of the research is presented in the chart below:
As you can see, before the break for “second breakfast” and lunch, there is little chance for a positive court decision. Right after the meal, the chance reaches its maximum. I wouldn’t have believed this research if I hadn’t seen it in a credible scientific program, and then I wouldn’t have reached the sources at the American Academy of Sciences (https://www.pnas.org/content/108/17/6889.full). The conclusion of the study was the following:
Indeed, the caricature that justice is what the judge ate for breakfast might be an appropriate caricature for human decisionmaking in general.
Analyzing the above, I remembered a comment about a candidate who prefers to be hired by a man rather than artificial intelligence. However, since court decisions may be so susceptible to factors unrelated to the subject matter of the case and to the exercise of the profession of judge in general, can we expect guarantees of objective, fair decisions from a modest recruiter?
This question is a good introduction to further reflection on the use of artificial intelligence in recruitment. This, as well as the development of Artificial Intelligence algorithms in the Element ATS, will be discussed in subsequent posts on our blog.
Related posts:
Please also:
Maciej Michalewski
CEO @ Element. Recruitment Automation Software
Recent posts:

Free job posting sites in Poland: we have updated the biggest list of candidate sources
A major update of the biggest list of free job posting sites in Poland: terms checked for October 2026, new IT prices, 39 career offices and about 289 Facebook groups.

The Automated Company, part 2: the company map, or where to start with automation
Part 2 of The Automated Company series: before you automate anything, write down what your company is made of. I show 13 cards from our company map.

Anthropic believes it is creating a higher being. The dispute over Claude’s constitution
Anthropic teaches Claude that it may refuse even its own maker. I go through the All-In Podcast debate and the warning from Mustafa Suleyman of Microsoft AI.

Job offers in Poland, September 2026: growth without industry
In September 2026, employers in Poland posted 269,436 job ads, 2% more than a year earlier. Healthcare grows, and manual work is the only industry in decline.

The Automated Company, part 1: why we are building a company run by AI
Part 1 of The Automated Company series: why Element hands routine work to automation and where people still make the decisions.

Element races ahead: Slack, default filters and global template updates
We had barely refreshed Element’s look when a Slack integration, default filters, global message template updates and adding candidates straight from a CV arrived.