AI Hype Narrative Becomes AI Disruption
It has been nearly a year since the last major AI sentiment flip – when DeepSeek emerged and triggered sharp volatility across AI-linked equities. Now, within the span of a couple of weeks, global sentiment toward AI appears to have shifted from hype to real disruption. From the emergence of agentic frameworks like OpenClaw to Claude’s latest product releases, investor psychology has crystallized around the view that AI can reshape multiple industries quickly. India is currently hosting one of the largest AI Impact conferences, attended by global AI and political leaders, from Sam Altman to Emmanuel Macron. Unsurprisingly, the messaging is focused on AI’s implications for labor markets and broader societal outcomes.
United States (Sentiment -0.5): The narrative sentiment, as measured by EMAlpha’s AI, was quite low – around -0.5 this week. As market fears about AI’s disruptive potential ricocheted from one industry to another, corresponding stocks declined. Concerns about AI’s impact on the labor market have been around for a while. But as AI giants and individual contributors (such as Peter Steinberger, creator of OpenClaw) roll out agentic frameworks, the real potential of AI-driven upheaval is becoming clearer. In quick succession, SaaS, wealth management, and logistics stocks sold off on worries that many of their offerings will be replaced by AI-related (and potentially much cheaper) substitutes. The Nasdaq Composite also fell around 5% from its late January highs. While many viewed this as an overreaction, concerns persisted about which set of stocks gets hit next.
As the midterm elections get closer and as the economic data remains noisy (strong economy but low consumer sentiment; lower inflation but consumers still concerned about high prices), and as lawmakers take social media giants to task, it will be interesting to see how the “AI replacing human labor” narrative evolves.
Chart 1: U.S. Media-Based AI Sentiment Related to Equity Markets (Jan 2025–Feb 2026)
Sectors positioned to benefit most include AI infrastructure, healthcare, and education. By contrast, manufacturing, customer service, and traditional SaaS are likely to experience higher near-term volatillity
Chart 2: Chinese Media-Based AI Sentiment Related to Equity Markets (Jan 2025–Feb 2026)
Japan (Sentiment +0.3): Japanese media continues to highlight concerns about AI-driven disruption, particularly in sectors such as SaaS. At the same time, there is growing recognition that some of these fears may be overstated, creating selective investment opportunities in the information and communications space. AI is widely expected to support market expansion in infrastructure, data foundations, and cybersecurity, reflecting confidence in the technology’s long-term benefits. Despite ongoing risks, including potential business model disruption, the narrative emphasizes resilience in key areas, especially security and infrastructure. Overall, sentiment remains one of cautious optimism, balancing near-term uncertainty with longer-term opportunity.
Chart 3: Japanese Media-Based AI Sentiment Related to Equity Markets (Jan 2025–Feb 2026)
Semiconductors, AI infrastructure, robotics and automation, and financial services are widely projected to be the main beneficiaries. Companies such as Samsung Electronics and SK Hynix are expected to benefit from rising demand for AI-related chips, particularly high-bandwidth memory (HBM) and advanced dynamic random access memory (DRAM). The AI cycle has already translated into strong earnings momentum, with record profits reported over the past year.
Chart 4: South Korean Media-Based AI Sentiment Related to Equity Markets (Jan 2025–Feb 2026)
At the same time, as the cost of elite AI engineers rises to unprecedented levels globally, India continues to see a steady increase in overseas projects being outsourced to domestic firms. From this perspective, consulting firms specializing in AI enablement and integration are seeing sustained demand. As a result, local sentiment remains strongly positive regarding AI’s long-term implications for India. As long as the large IT firms adopt AI and medium/small tech firms pivot fast to align with global AI needs, Indian economy will continue to gain from the global AI wave.
Chart 5: Indian Media-Based AI Sentiment Related to Equity Markets (Jan 2025–Feb 2026)
There is broad recognition of AI’s potential impact across key sectors, including healthcare, energy, and public services, reinforced by President Emmanuel Macron’s emphasis on AI as a driver of investment and innovation. Ongoing regulatory discussions reflect a balanced and pragmatic approach. While optimism remains, policymakers and market participants continue to acknowledge execution, governance, and adoption risks. Sector-wise, healthcare, energy, mobility, and public services are expected to benefit most, while manufacturing and retail appear more exposed.
Chart 6: French Media-Based AI Sentiment Related to Equity Markets (Jan 2025–Feb 2026)
Chart 7: German Media-Based AI Sentiment Related to Equity Markets (Jan 2025–Feb 2026)
Poland (Sentiment +0.2): Local commentary in Poland reflects growing concern about AI’s impact on the country’s IT outsourcing sector, which handles a significant volume of technology work for U.S. clients. As AI absorbs many rules-based and repetitive processes, firms built around traditional service models risk losing relevance. Companies that rely heavily on manual coding, testing, and maintenance may face declining demand as automation accelerates.
At the same time, many analysts see this transition as an opportunity. Firms that successfully integrate AI into cloud services, enterprise software, and analytics offerings can enhance productivity and move up the value chain. Much will depend on how strategically Polish software companies approach AI adoption. Companies such as Asseco Poland and Comarch are already adapting as AI reshapes product development and service delivery. The ongoing sell-off in IT equities, referred to as the “Cloud Crash”, reflects investor concerns about legacy business models. In e-commerce, platforms like Allegro are using AI to improve personalization and inventory management, strengthening customer engagement and operating efficiency.
Chart 8: Polish Media-Based AI Sentiment Related to Equity Markets (Jan 2025–Feb 2026)
Brazil (Sentiment +0.2): As companies such as Petrobras, StoneCo, and Radix continue to integrate AI into their operations, local sentiment remains cautiously optimistic. Based on EMAlpha’s Brazil media-based measurement, the current AI sentiment score stands at approximately +0.2. Petrobras is deploying AI to optimize operations, predict equipment failures, and improve maintenance planning. StoneCo, the fintech payments provider, is using AI to enhance customer service and operational efficiency, processing millions of transactions daily through AI-driven analytics. Radix, which specializes in IT consulting for the oil and gas sector, is applying AI to improve efficiency and safety in offshore drilling.
At the policy level, lawmakers are engaging with major technology firms to shape emerging AI regulation. Local media has raised concerns about the potential influence of corporate lobbying on public policy, particularly around balancing big-tech interests with the need for strong governance, citizen protection, and accountability in AI deployment.
Chart 9: Brazilian Media-Based AI Sentiment Related to Equity Markets (Jan 2025–Feb 2026)
Mexico (Sentiment +0.05): As media attention remains focused on the evolution of local industry in the wake of Trump-era tariffs, AI-related coverage in Mexico remains broadly neutral. Based on EMAlpha’s analysis of local media, the current sentiment score stands at approximately 0.05. President Claudia Sheinbaum has emphasized AI as a key driver of long-term economic growth and development. Her administration has launched several initiatives aimed at strengthening Mexico’s technological capacity, including the Coatlicue supercomputing project, designed to expand domestic AI capabilities and position Mexico as a regional leader.
At the corporate level, major global automakers with manufacturing operations in Mexico – including GM, BYD, KIA, and TRAXION – are integrating AI into production and logistics workflows. Retail and e-commerce companies, in line with global trends, are also expanding the use of AI across core business processes.
Chart 10: Mexican Media-Based AI Sentiment Related to Equity Markets (Jan 2025–Feb 2026)
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