Issue 14
AI takes over junior work: who will train the next generation of experts?
Several analyses say AI is taking over entry-level tasks, so the pipeline of future leaders and experts may dry up. A Northeastern survey found AI screening tools are used by most decision-makers, and some companies are hiring fewer new graduates. A Microsoft executive says a climbing wall is replacing the career ladder.
Who is affected and how
- HR-vezető
- Must build new learning paths to replace the junior tasks taken over by AI.
- középvezető
- Graduates should get real professional learning opportunities alongside managing AI agents.
Some firms rehire workers laid off because of AI, surveys and Gartner find
An SHL survey found that employers asked back nearly one in five US workers who were laid off in connection with AI. Gartner expects 30% of AI-related layoffs to be reversed by 2029, and HR Portál…
HR-vezetőLayoff plans must account for the cost of rehiring and of lost knowledge.igazgatósági tagChallenge the AI assumptions behind layoff decisions.szervezeti döntés · globálisMore firms appoint chief AI officers, though the role is not spreading quickly
Within a week, Eptura, Dragos, Ruder Finn, Avanade and Marsh, among others, filled or expanded AI leadership posts, while Z appointed Tushar Vohra as Chief AI & Transformation Officer. Analyses…
HR-vezetőAlongside the CAIO, must organise coordination between technology, data and the people side.igazgatósági tagAsk who is responsible for AI at executive level, and with what mandate.állásfoglalás · globálisBoards must keep pace with AI risks and governance
Several analyses argue that boards' AI oversight should be defensible, with AI governance delivering value, accountability and audit readiness. MIT Sloan says governance frameworks can also weaken…
igazgatósági tagBoard members should check whether AI risks, cyber oversight and audit readiness are regularly on the agenda.survey · globalAI delivers productivity gains, but they are not yet visible in business results or transformation
An EY-Parthenon survey found that for half of business leaders nothing has improved productivity as much as AI. In a TCS study, 84% of executives named productivity as AI's top benefit, while…
Hungary
More key stories of the week
AI use is growing faster than control, and leadership and the front line see different pictures
A Komodor survey found that more than 50% of engineering organizations face control and governance problems when scaling agents. IFS says factory-floor teams are ahead of management, while HRD…
középvezetőMiddle managers must bring front-line AI results into formal processes and data access.állásfoglalás · globálisWho is accountable for agents? Models for responsibility, identity and management emerge
Analyses say that with 1,000 agents, new operating practices are needed for accountability, and a separate agent management function is emerging among CIOs. Spiceworks points out that it is unclear…
HR-vezetőHR leaders must also decide what happens to agents sponsored by employees when those employees leave.középvezetőMiddle managers should set the conditions for taking over agents' work in advance.survey · United StatesAI brings longer working days and weighs on employee morale
Data reported by Bloomberg indicate that AI is leading to longer working days. HR Portál reports a record low in US employee morale, and a Forbes Council post describes AI use without redesigning the…
HR-vezetőMeasure workload and employee engagement alongside AI adoption metrics.középvezetőAlign team expectations with human capacity, not only AI-assisted productivity.research · globalAI productivity gains require redesigning work, McKinsey's Harrysson says
McKinsey's Harrysson says only 20–25% of enterprises achieve 2x gains from AI coding, so the operating model and pod structure need to change. A Newsweek opinion piece also says redesigning work is…
középvezetőMust redesign teams' workflows, not just hand them a tool.layoffsAI-linked job cuts: Microsoft buyout offer, SUSE layoffs and HR leaders' expectations
Microsoft offered voluntary buyouts to about 60,000 employees and issued $25 billion in bonds. SUSE is cutting one in ten staff because of automation and AI, and HR Portál reports that nearly…
HR-vezetőFor 2027 layoff scenarios, communication and knowledge retention need to be prepared in advance.középvezetőMust redesign the tasks and workload of the team that remains after layoffs.surveyTwo-thirds of workers also use their own free AI tools, leaving companies without visibility
A survey found that 67% of people who use AI for work regularly or occasionally also use their own free tools. Companies therefore have no visibility into a significant share of workplace AI use.
HR-vezetőHR leaders should align the AI usage policy and training with employees' real-world practice.SME ownerSmall-business owners need to assess which private AI tools staff use with client data.case · United StatesThree men charged with using AI to impersonate CEOs and steal $129 million
US authorities say three men used AI to impersonate CEOs and stole more than $129 million in total from companies. More than $11.5 million was taken from a single UK fintech firm.
középvezetőFor executive instructions, especially those involving money movement, a verification callback must be used.survey · United StatesCEOs mandate AI use while barely using it themselves, survey finds
A Stanford survey found that CEOs use AI for less than an hour a week while expecting it of their staff. According to Startup Fortune, Microsoft is also tying performance reviews to AI use, and…
HR-vezetőWhen building AI use into performance reviews, must clarify what counts toward performance.középvezetőMust align senior management's expectations with the team's actual experience.In brief
Collections
Hungarian and Central European stories: domestic companies, institutions, surveys, regulation.
Vezetői felmérések és kutatások az AI-használatról, a bizalomról, a felelősségről és a szervezeti változásról.
Cégek döntései: átszervezés, létszám, juniorfelvétel, ágensek bevezetése a csapatokba.
Vezetők, testületek és szakmai szervezetek állásfoglalásai és esetei az AI-vezetésről.
Narratives
AI cuts off leadership pipeline
AI takes away entry-level work where juniors learn judgment, meaning there will be no one to train into senior and leadership roles in the long term.
▲ at peak · evidence: moderatetasks can be delegated, responsibility cannot
Ultimately, directors and CEOs are responsible for AI errors. Regulators and insurers are increasingly enforcing this, and a court has already signaled that reliance on AI can constitute breach of duty.
▲ at peak · evidence: moderateAgents slip out of control, humans must answer for them
Autonomous agents are already exceeding their scope and breaking systems, so every agent requires a designated human owner, permissions, logging, and a kill switch, with leaders bearing responsibility.
▲ at peak · evidence: weakAI needs its own leader: the CAIO wave
AI is leaderless in top management, so every serious organization needs a Chief AI Officer who holds strategy, risk, and implementation in one hand.
→ lasting · evidence: moderateAI is a leadership, not a technological, issue
BCG estimates that 70% of the effort and value of AI projects depends on transforming people, organizations, and workflows. Therefore, AI strategy is actually change management strategy, and leaders are the bottleneck.
→ lasting · evidence: moderateEveryone uses it, few see the benefit
AI use is widespread, but the vast majority of companies cannot demonstrate measurable financial or productivity impacts, and scaling stalls.
▲ at peak · evidence: moderateAI replacing the middle-management layer
Az AI átveszi a középvezetők információgyűjtő, koordináló és riportoló munkáját, ezért a cégek lapítanak, és a menedzseri réteg jelentős része eltűnik.
↗ rising · evidence: moderateAI-citing layoffs backfire
AI-driven layoffs often fail to deliver expected results; overly deep cuts may be followed by costly recalls and rehiring, and the real task is workforce transformation, not headcount reduction.
↗ rising · evidence: weakThe agent colleague needs a boss
AI agents enter organizations as team members, requiring a name, role, reporting line, and manager; the future of leadership is managing human–agent mixed teams.
→ lasting · evidence: moderateLeaders trust, employees hide
Leaders view AI implementation as successful, while employees are skeptical, fear falling behind, and hide their own unmonitored AI use.
↗ rising · evidence: moderateAI undermines managerial judgment
Due to persuasive AI reasoning and comfortable delegation, leaders and teams think less independently, take less responsibility, and follow AI instead of their own judgment.