Living and Working with AI News — 2026-10-19 (Mon) Morning News

Overview

Only two relevant headlines appeared in the past 168 hours, both on hiring and talent. South Korean game companies are reported to be replacing coding tests with an AI skills assessment in entry-level hiring (finance.biggo.com). An AI-based analysis of 3,817 listed Japanese companies' securities reports found 60.6% citing labor shortage or talent retention as a risk, and 7.1% of those naming AI use as a countermeasure (PR TIMES).

Corporate management decisions

- An analysis of the securities reports of 3,817 listed companies in Japan, done with AI, found that 60.6% listed labor shortage or talent retention as a risk. Of those, 7.1% described AI use as a countermeasure (PR TIMES). - No company-specific decisions on policy, reorganization, headcount, investment allocation or earnings commentary appeared in the material.

Organizational structure

No notable developments.

Changing employee roles

No notable developments.

Required competencies

- South Korean game companies are replacing coding tests with an AI skills assessment in entry-level hiring (finance.biggo.com). This indicates that AI skills are being assessed directly as a hiring criterion. The headline does not say how the assessment works or which companies use it. 【Training and talent development】 - The same South Korean headline concerns entry-level hiring, so it bears on how junior staff are screened. It does not describe training programs (finance.biggo.com). - Among the Japanese companies that cited labor shortage or talent retention as a risk, 7.1% wrote that they would use AI in response (PR TIMES). The headline does not say whether any of this involves training.

Organization building

No notable developments. 【Division of work between AI agents and employees】 No notable developments. 【Production management with humanoids】 No notable developments.

How to think about ROI

No notable developments. 【Investment balance between people and humanoids】 No notable developments. 【Labor administration and worker protection (regulators' view)】 No notable developments.

Developments by country

- South Korea: Game companies are replacing coding tests with an AI skills assessment in entry-level hiring (finance.biggo.com). - Japan: An analysis of 3,817 listed companies' securities reports found 60.6% citing labor shortage or talent retention as a risk, and 7.1% of those naming AI use as a countermeasure (PR TIMES). - China, India, Israel, Australia, the US and Europe: No notable developments.

Statements by key figures

No notable developments. 【Integrated analysis: what this means for management decisions】 The two headlines point to a gap between how AI is treated in hiring and in risk disclosure. This section is inference. - In South Korea, AI skills appear to be moving into the entry-level screening process itself (finance.biggo.com). - In Japan, most firms that flagged labor shortage as a risk did not name AI as a response. Only 7.1% of them did (PR TIMES). The securities reports may not be the place where firms describe such plans, so the figure does not show how many are actually using AI. - The decisions this suggests for management are: - Whether to define AI skills as an explicit hiring and evaluation criterion. - Whether to link the stated talent-shortage risk to a concrete AI plan. - How to measure the results of either. - The material contains nothing on organization design, humanoids or investment allocation, so no conclusions can be drawn on those points.

What to watch

Whether other companies and industries beyond South Korean game companies adopt AI skills assessments in hiring, and what those assessments contain. 2. Whether Japanese companies' disclosures link talent-shortage risk to AI measures more often than the 7.1% reported in this analysis. 3. Whether concrete evidence appears on training, organization design, ROI or investment balance, which are not covered by this week's headlines.