Human–AI Co-Creation News — 2026-09-23 (Wed)

Overview

Headlines have shown scenes in which AI companies are directly linked to national policy, such as executives from NVIDIA, Microsoft, and OpenAI attending the Trump-Xi meeting dinner. On the other hand, labor unions, state authorities, and Canadian provinces have begun to question the impact of AI on the workplace and legal liability, and companies are simultaneously introducing AI agents (for employment interviews, supply networks, and financial reviews).

Corporate management decision-making

- Amazon: Introduced 24-hour job applicant interviews by AI agents (Amazon Rolls Out AI Agents That Interview Job Applicants 24/7). - Amazon: Amazon joins global coalition to advance AI education and digital skills for students. - meshIQ: Announced "AgentIQ", a governance and control product for enterprise AI agents. - Logile: Added agentic AI that predicts labor demand several months ahead for retail industries. - Kastle: Raised $24 million to build AI agent for lending. - NVIDIA: Announced robotics development platform "Isaac ROS 5.0". - SAP: Multiple newsroom releases on the themes of "autonomous enterprises," "AI moves from answers to actions," and "the future of service provision in AI-driven enterprises."

How the company organization should be

No applicable information

Changes in employee roles

- Gartner points out that industrial AI agents face a 'Trust Hurdle' as Autonomous Operations Loom. - The argument that AI agents should retrieve facts, not define them. - There is an article that organizes the differences between "AI", "super intelligence (SI)", and "artificial general intelligence (ASI)", and it is mentioned as a basis for discussion on role classification.

Required competencies

- Stage theory of companies' use of generative AI: "From AI users to AI leaders" (elmhurst.edu). - The question of whether critical thinking skills in the workplace are being undermined by AI (hcamag.com). - In the AI era, the tone is that "questions are more important than answers" (Newsweek).

Employee education/human resources development

- Kenya and Intel partner to expand AI literacy through public libraries. - In the supply chain field, the argument is that AI should accelerate rather than replace the apprenticeship system (Supply Chain Brain). - Amazon participates in the global alliance to promote AI education and digital skills (mentioned above, also mentioned as investment allocation). - Bucknell University professor warns that AI could eliminate early-career jobs. - Pointed out that AI is creating the "illusion of learning" in educational settings (The Detroit News). - Maryland Governor's AI framework focuses on regulation and reskilling. - Industry leaders say AI adoption and retraining are key to growth (ET Enterprise AI).

Organizational construction

- meshIQ's ``AgentIQ'' was announced as a product that provides real-time governance and control for enterprise AI agents (reposted above in the context of permissions and audit design).

Division of roles between AI agents and employees

- The argument is that the introduction of AI agents could reshape your workforce (Implementing AI Agents Could Reshape Your Workforce). - AI agents promise automation, but questions remain about how much human oversight is still needed (HPCwire). - While there are articles stating that AI agents can help organizations improve their cybersecurity posture, there are also articles warning that AI agents are rewriting the internal deployment method after an intrusion through "lateral movement" (thehackernews.com). - The Logile/Kastle case (mentioned above) can be seen as an example of an AI agent entering the realm of traditional human decision-making, such as demand forecasting and credit decisions.

Production management using humanoids

No relevant information (There is no headline regarding the introduction and operation of humanoid robots. NVIDIA Isaac ROS 5.0 is an announcement of a robotics development platform and is not an example of the introduction of humanoid robots in production sites.)

ROI concept

- Chinese companies' adoption of AI increases productivity but raises concerns about employment and skills, ILO reports. - A survey (InfotechLead) shows that AI, automation, and data are the top CIO investment priorities in 2026. - Article showing how some companies are gaining an advantage by leveraging AI (BizTech Magazine). - Only 58% of employees say their management has explained how AI will support company goals (HR Executive).

Balance of investment in human resources and humanoids

No relevant information (There are no headlines regarding investment allocation to humanoid robots. Supply Chain Brain and Maryland's retraining measures fall under the category of human resources investment, but there are no headlines that describe the comparison with machinery investment.)

Labor Administration/Worker Protection (Regulatory Authority Perspective)

- The European Commission releases two reports on the impact of AI and digital technologies on education and learning in Europe. - Special feature on how unions are responding to the threat of AI to the workplace (The New York Times). - Workday discrimination lawsuit: Who is to blame for AI bias? (The Legal Examiner) - AFL-CIO President Liz Shuler said, "We don't need apocalyptic warnings to realize the real threats that AI poses every day." - Kazakhstan promotes regional AI hub (Al Jazeera).

Movements in each country

- US/China: AI risks and competition are expected to be on the agenda at the Trump-Xi meeting (The New York Times). - US: President Trump rejects international regulation of AI (Yahoo News Singapore, Xinhua). - Spain: Prime Minister Sánchez rejects self-regulation of the AI industry. - Australia: OpenAI and Anthropic ask the Australian government to ease regulations on AI learning data. - Kazakhstan: Promoting regional AI centers (overlaps with the labor administrative classification mentioned above).

Remarks from VIPs

- Jensen Huang (NVIDIA CEO): Rejected apocalyptic concerns about AI, saying ``2030 will not be the end of the world.'' Sending a strong message to shareholders. - Satya Nadella (Microsoft CEO): It was reported that he will be attending the Trump-Xi meeting dinner with the CEOs of OpenAI and NVIDIA. - Dario Amodei (Anthropic CEO): At the Davos conference in January 2025, he reportedly predicted that AI could surpass humans in "almost every aspect" within two to three years, and given that Anthropic's revenue has grown sevenfold this year, questions are being asked whether that forecast is on track. Some critics argue that the AI leader's warning alone is insufficient for regulatory discussion (Forbes). - Sam Altman (OpenAI CEO): Reportedly scheduled to brief the UN Security Council next week. A Canadian province sues OpenAI and Altman over a school shooting that left eight people dead.

Integrated analysis: How is it effective for management decisions

Looking across the headings, the issues that management should face can be summarized as ``designing the scope of delegation'' and ``separation of accountability.'' While the cases of Amazon, Logile, and Kastle show that AI agents are entering decision-making tasks traditionally performed by managers, such as job interviews, demand forecasting, and credit, Gartner's ``wall of trust'' and HPCwire's points about ``how much supervision is required'' indicate that such delegation is still being examined. The announcement of meshIQ's ``AgentIQ'' is positioned as a governance product that fills this gap in the verification process, and management will now need to improve the scope of authority, approval flow, and audit log design of the AI agent in parallel with the speed of implementation. Furthermore, if you read HR Executive's figure that ``Only 58% of employees received an explanation of the purpose of AI from management'' and the movement of labor unions, Canadian provincial lawsuits, and Workday lawsuits, it becomes clear that companies that neglect accountability for introducing AI are more likely to be exposed to labor disputes and legal risks. In terms of human resources investment, while Supply Chain Brain and Maryland's retraining measures talk about AI introduction and retraining in tandem, there are no headlines this time that talk about investment allocation to machines (humanoids, etc.), which suggests that the center of gravity of management decisions is still placed on "shifting human skills." Among countries, companies are becoming more directly involved in policy formation, with the United States and Spain rejecting the path of self-regulation, while OpenAI and Anthropic are calling for deregulation in Australia, and management teams are required to make investment decisions based on the uncertainty of the regulatory environment.

Future points of interest

How can AI agent governance products such as meshIQ “AgentIQ” lead to actual case reports of authority violations and audit incidents? 2. How will the outcome of the Canadian state's OpenAI lawsuit and Workday discrimination lawsuit affect the line of legal liability for companies that adopt AI? 3. How will the AI agenda at the Trump-Xi meeting affect the regulatory stances of other countries, such as the deregulation in Australia that OpenAI and Anthropic are seeking?