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AI's 18-month Job disruption




In February 2026, Microsoft’s newly appointed chief executive of artificial intelligence, Mustafa Suleyman, told the Financial Times that AI systems could soon perform “human‑level performance on most, if not all professional tasks”. He argued that the rapid growth of computational power would enable machines to automate any task performed by someone sitting at a computer — a lawyer drafting a contract, an accountant balancing a ledger or a marketing manager running a campaign. According to Suleyman, many such tasks would be fully automated within 12 to 18 months. The Microsoft executive cited the ability of large language models to write code better than most human coders and said that creating bespoke AI models would soon be as easy as starting a podcast or writing a blog.

His pronouncement was one of the most dramatic in a wave of tech‑executive warnings. Anthropic co‑founder Dario Amodei said last year that AI could eliminate half of all entry‑level white‑collar jobs within five years, while Ford chief executive Jim Farley suggested that the technology could drastically shrink white‑collar employment. AI researcher Matt Shumer compared the current moment to early 2020, when the pandemic’s economic shock had not yet fully registered. Critics, meanwhile, noted that similar predictions have been made repeatedly; some viewers of Suleyman’s interview remarked that they had heard the same 18‑month warning before, and others argued that if AI is truly so disruptive it should replace top executives first.

Evidence versus alarmism
Despite Suleyman’s dire timeline, research suggests only limited disruption so far. A 2025 Thomson Reuters report on professional services found that lawyers, accountants and auditors mainly use AI for targeted tasks such as document review and routine analysis, yielding only marginal productivity improvements. Some studies even report a negative impact: a Model Evaluation and Threat Research (METR) experiment on experienced software developers found that using a popular AI coding assistant increased task completion time by 19 %, because programmers spent additional time correcting the model’s suggestions. Other research has demonstrated speed‑ups in specific contexts, but the METR authors caution that these gains do not generalize to all code‑bases. In the broader economy, profits remain concentrated. Data from Apollo Global Management showed that Big Tech profit margins rose more than 20 % in late 2025, while the wider Bloomberg 500 index saw little change. Wall Street analysts thus doubt that AI will deliver higher earnings outside the tech sector.

Hiring data also temper the narrative. Employment consultancy Challenger, Gray & Christmas recorded about 55,000 job cuts attributed to AI in 2025. Microsoft itself eliminated 15,000 jobs last year, though it did not directly link those reductions to automation. Some industry observers believe executives are using AI hype to justify traditional cost‑cutting; user comments on social media argued that businesses often announce AI‑driven layoffs to distract from poor financial performance, and several commenters questioned who would purchase goods and services if most people were unemployed.

Economic and political reactions
Suleyman’s remarks provoked a fast response from policy‑makers. U.S. senator Bernie Sanders called the prediction an “economic earthquake” and urged a moratorium on new AI data centers so that the technology benefits workers rather than a handful of billionaires. Lawmakers in several states have already campaigned against the energy demands of AI facilities, and the issue has become politicised during the U.S. presidential race. Even Microsoft’s overall chief executive Satya Nadella has warned that the industry must earn the “social permission” to consume vast amounts of electricity. In an interview, Nadella said that AI companies need to show they are “doing good in the world” or risk a public backlash over energy use. He added that AI’s benefits must be widely shared and not confined to a few companies or regions.

Financial markets have reacted nervously. Concerns about automation drove a recent sell‑off in software stocks, dubbed the “SaaSpocalypse,” after Anthropic and OpenAI unveiled agentic AI systems capable of performing many software‑as‑a‑service functions. Analysts observed that the sell‑off reflected fear rather than current impact; AI products such as Microsoft’s Copilot are still in the early stages of adoption, and there are significant hurdles to full automation. Experts note that successful deployment requires training, redesigned workflows and reliable AI agents, and many organisations are far from achieving those prerequisites. Paul Roetzer, founder of the Marketing AI Institute, argued that displacement will be constrained by the difficulty of integrating AI into existing systems.

Social response and ethical questions
Public reaction to the 18‑month forecast has been mixed. Some see AI as a new industrial revolution that could free people from drudgery, while others fear widespread unemployment and social upheaval. Online comments on the interview reveal a deep scepticism: viewers joked that by the time AI automates marketing, it will also be cleaning toilets, and some called for a universal basic income to offset job losses. Others warned that if AI renders people jobless, the economy will collapse due to lack of consumers. A number of comments also highlighted that AI predictions often overlook who controls the technology; one observer noted that executive positions are rarely listed among the jobs that could be automated.

Ethical considerations extend beyond employment. AI’s energy appetite and the environmental costs of data centers have prompted demands for responsible innovation. Nadella’s plea for social licence underscores the need for transparent governance, equitable distribution of benefits and safeguards against monopolistic control. Advocates argue that if AI systems do not deliver tangible improvements in healthcare, education or climate resilience, the public may refuse to tolerate their resource consumption.

Looking forward
The gap between breathless forecasts and current reality suggests that the future of work will be more nuanced than a simple countdown to obsolescence. AI systems are undeniably accelerating, and many routine tasks will likely be automated. However, evidence points to augmentation rather than wholesale replacement. White‑collar roles that blend critical thinking, emotional intelligence and domain expertise are proving harder to replicate than anticipated. Meanwhile, new opportunities are emerging for workers who can supervise AI, curate data and integrate automated outputs into complex processes. Rather than fearing an AI takeover, experts advocate investment in education, reskilling and social safety nets so that labour markets can adapt.

The next 18 months will reveal whether Suleyman’s prediction was prescient or hyperbole. What is clear is that artificial intelligence has entered a phase of rapid experimentation. The challenge now is to ensure that the technology develops in a way that enhances human welfare, spreads prosperity and respects the planet’s finite resources.



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Stargate project, Trump and the AI war...

In a dramatic return to the global political stage, former President Donald J. Trump, as the current 47th President of the United States of America, has unveiled his latest initiative, the so-called ‘Stargate Project,’ in a bid to cement the United States’ dominance in artificial intelligence and outpace China’s meteoric rise in the field. The newly announced programme, cloaked in patriotic rhetoric and ambitious targets, is already stirring intense debate over the future of technological competition between the world’s two largest economies.According to preliminary statements from Trump’s team, the Stargate Project will consolidate the efforts of leading American tech conglomerates, defence contractors, and research universities under a centralised framework. The former president, who has long championed American exceptionalism, claims this approach will provide the United States with a decisive advantage, enabling rapid breakthroughs in cutting-edge AI applications ranging from military strategy to commercial innovation.“America must remain the global leader in technology—no ifs, no buts,” Trump declared at a recent press conference. “China has been trying to surpass us in AI, but with this new project, we will make sure the future remains ours.”Details regarding funding and governance remain scarce, but early indications suggest the initiative will rely heavily on public-private partnerships, tax incentives for research and development, and collaboration with high-profile venture capital firms. Skeptics, however, warn that the endeavour could fan the flames of an increasingly militarised AI race, raising ethical concerns about surveillance, automation of warfare, and data privacy. Critics also question whether the initiative can deliver on its lofty promises, especially in the face of existing economic and geopolitical pressures.Yet for its supporters, the Stargate Project serves as a rallying cry for renewed American leadership and an antidote to worries over China’s technological ascendancy. Proponents argue that accelerating AI research is paramount if the United States wishes to preserve not just military supremacy, but also the economic and cultural influence that has typified its global role for decades.Whether this bold project will succeed—or if it will devolve into a symbolic gesture—remains to be seen. What is certain, however, is that the Stargate Project has already reignited debate about how best to safeguard America’s strategic future and maintain the balance of power in the fast-evolving arena of artificial intelligence.

Truth: The end of the ‘Roman Empire’

The fall of the Roman Empire in the fifth century AD has long captivated historians and the public alike. For centuries, scholars have debated the precise causes of the Empire’s decline, offering myriad explanations—ranging from political corruption and economic instability to moral degeneration and barbarian invasions. Yet despite the passage of time and the wealth of research available, there remains no single, universally accepted answer to the question: why did the Roman Empire truly collapse?A central factor often cited is political fragmentation. As the Empire grew too vast to govern effectively from one centre, Emperor Diocletian introduced the Tetrarchy—a system dividing the realm into eastern and western halves. While initially intended to provide administrative efficiency, this division ultimately paved the way for competing centres of power and weakened the unity that had long defined Roman rule. Frequent changes of leadership and civil wars further sapped the state’s coherence, undermining confidence in the imperial regime.Economics played an equally crucial role. Burdened by expensive military campaigns to protect ever-extending frontiers, the Empire resorted to debasing its currency, provoking rampant inflation and eroding public trust. The resulting fiscal strains fuelled social unrest, as high taxes weighed heavily upon small farmers and urban dwellers alike. Coupled with declining trade routes and resource depletion, these pressures contributed to a persistent sense of crisis.Compounding these challenges was the growing threat from beyond Rome’s borders. Germanic tribes such as the Visigoths, Vandals, and Ostrogoths gradually eroded the Western Empire’s defensive capabilities. While earlier Roman armies proved formidable, internal discord had dulled their edge, allowing external forces to breach once-impenetrable frontiers.Modern historians emphasise that the Empire did not fall solely because of barbarian invasions, moral decay, or fiscal collapse; instead, its downfall was the outcome of a confluence of factors, each interacting with the other. The story of Rome’s fall thus serves as a stark reminder that even the mightiest of civilisations can succumb to the inexorable weight of political, economic, and social upheaval.

Malaysia's Strategic Ascent

Malaysia has long been a significant player in Southeast Asia, but recent developments have positioned it as one of the most strategic economies in the entire Asian region. Through a combination of robust infrastructure, strategic geographic positioning, proactive government policies, and a diversified economic base, Malaysia is emerging as a pivotal hub for trade, investment, and innovation. Its ability to navigate global challenges while maintaining steady growth underscores its rising influence in Asia’s economic landscape.A Remarkable Economic TransformationSince gaining independence in 1957, Malaysia has undergone a profound economic transformation. Once reliant on agriculture and commodity exports such as rubber and tin, the country has successfully diversified into a manufacturing and service-based economy. Today, Malaysia is a leading exporter of electrical appliances, parts, and components, with its manufacturing sector serving as a cornerstone of economic growth. This shift has elevated Malaysia from a low-income to an upper-middle-income nation within a single generation, a feat that few countries have achieved so rapidly. The country’s gross national income (GNI) per capita has grown impressively over the decades, reflecting sustained economic momentum.Global Trade and ConnectivityA key factor in Malaysia’s rise is its extensive global trade connections. The country engages with 90 percent of the world’s nations, surpassing many of its regional counterparts in trade openness. This has driven employment creation and income growth, with approximately 40 percent of jobs linked to export activities. Malaysia’s strategic development policies, which focus on outward-oriented, labour-intensive growth and investments in human capital, have ensured macroeconomic stability. The government’s emphasis on credible economic governance has also played a crucial role in maintaining investor confidence.Vision for a High-Income FutureIn recent years, Malaysia has set its sights on becoming a high-income, developed nation while ensuring sustainable shared prosperity. The government’s National Investment Aspirations (NIA), adopted in 2021, has been instrumental in reshaping the country’s investment landscape. The NIA prioritises foreign direct investment (FDI) that enhances local research and development (R&D), generates high-income jobs, and integrates Malaysia into global supply chains. This framework has laid the foundation for the New Industrial Master Plan, which aims to further boost Malaysia’s economic complexity and innovation.World-Class InfrastructureMalaysia’s infrastructure is another critical asset. The country boasts one of the most developed infrastructures in Asia, with a telecommunications network second only to Singapore’s in Southeast Asia, supporting millions of fixed-broadband, fixed-line, and cellular subscribers. Its strategic location on the Strait of Malacca, one of the world’s most important shipping lanes, enhances its commercial significance. Malaysia’s highly developed maritime shipping sector has earned it a top global ranking for shipping trade route connectivity.Resilience Amid Global ChallengesThe Malaysian economy has demonstrated remarkable resilience in the face of external challenges. In the fourth quarter of 2024, despite increasing global headwinds, Malaysia’s economy grew by 5.0 percent, driven by strong investment activities, rising exports, and sustained domestic spending. The central bank’s decision to maintain the policy rate at 3 percent reflects confidence in the country’s economic prospects, with inflation expected to remain manageable. Notably, the Malaysian ringgit appreciated by 2.7 percent in 2024, making it one of the few Asian currencies to strengthen during the year.A Forward-Looking EconomyLooking ahead, Malaysia’s growth is expected to be fuelled by robust investment expansion, resilient household spending, and a recovery in exports. The government’s Twelfth Malaysia Plan, which focuses on accelerating economic growth through selective investments and infrastructure development, is set to play a pivotal role in achieving these goals. Government-linked investment vehicles continue to invest in key sectors, further bolstering the economy.Stability and InclusivityMalaysia’s ability to manage inter-ethnic tensions pragmatically has also contributed to its economic stability. Despite occasional challenges, the country has maintained growth momentum, a testament to its inclusive development policies. The government’s focus on sustainable shared prosperity ensures that economic benefits are distributed equitably, fostering social cohesion and long-term stability.ConclusionIn conclusion, Malaysia’s strategic location, advanced infrastructure, diversified economy, and forward-thinking government policies have positioned it as a linchpin in Asia’s economic future. As the country continues to navigate global uncertainties while pursuing its vision of becoming a high-income nation, Malaysia is well on its way to becoming Asia’s most strategic economy.