Global Business Dynamics
The Language of Governance: What Adobe, Broadcom, and Oracle Reveal About the Next Phase of AI
Executive Summary This week’s earnings calls from Adobe, Broadcom, and Oracle each revealed a different facet of the AI industry’s transition: trust, pressure, and time. At the application layer, Adobe is rebuilding the value system of generative AI around trust. Through Content Credentials and emerging AI search standards, it is creating a verifiable and licensable framework for content governance, turning trust from an abstract ideal into an economic asset. At the hardware layer, as cloud
Can Apple’s Philosophy Withstand the Test of the AI Era?
Executive Summary For more than a decade, Apple has stood as one of the most stable symbols in the technology industry, embodying order, control, and perfect integration. Yet the wave of unprecedented executive departures since 2025 has revealed fractures in this once-reliable formula. This is not merely a shift in personnel but a philosophical turning point. Behind this transformation lies the intersection of three long-term curves: the technological, the organizational, and the external. On the
From TPU Sales to Governance Redistribution: Broadcom’s Role in AI Is Quietly Changing
Executive Summary Broadcom has long been one of Google’s key partners in building the TPU architecture. As Google plans to make its TPU technology available to external customers, this partnership is entering a new phase. Broadcom’s role is shifting from that of a co-designer to that of a modular integrator, serving as a stable and indispensable technical pillar within Google’s institutional framework. This position provides stability, but it also limits Broadcom’s ability to influence the
Has the Market Misread the Story? Google and NVIDIA Are Not Rivals but Accelerators for Each Other
Executive Summary In recent weeks, market attention has focused on Google’s Gemini 3 and the decision to make TPU available to external users, widely interpreted as a counterattack against NVIDIA. However, the breakthroughs of Gemini 3, the evolution of TPU technology, and Google’s sales strategy are three separate narratives rather than a single causal chain. The real story lies in how Google and NVIDIA, through competition, are propelling each other forward and collaboratively reshaping the
How Tech Giants Manage Energy in the Age of AI
Executive Summary The growth of AI was once imagined as limitless, but energy is becoming its most tangible boundary. As power shortages emerge as the new ceiling of computation, competition among tech giants is shifting from who owns the most GPUs to who can govern the rhythm of energy. This article examines how seven major technology companies are redefining their relationship with power: Microsoft institutionalizes energy, building a governable system through long-term contracts and nuclear
When Governance Replaces Innovation: How Google Reclaimed the Narrative in the Age of AI Demystification
Executive Summary With Gemini 3, Google returned to the center of the stage, signaling a shift in the AI industry from a race of innovation to a race of governance. OpenAI, for the first time, responded defensively to Google’s progress. In contrast, Google integrated Brain and DeepMind, accelerated its decision-making rhythm, and turned AI into the organization’s core engine, demonstrating a new level of structural maturity. As model capabilities converge, the value of AI is
Why the AI Bubble May Take Longer to Burst: The Energy Narrative Is Quietly Taking the Lead
Executive Summary This article presents a central argument. The AI cycle is being rewritten, and the shift is not driven by technical breakthroughs. It is being shaped by the rise of an energy-based language and a new form of governance. Microsoft CEO Satya Nadella framed AI efficiency as the number of useful tokens produced per gigawatt. This reframes performance from a discussion about GPU cost to one about energy. NVIDIA reinforced this shift through the
When AI Enters the Reasoning Era: What Meta Reveals About Governance Gaps
Executive Summary Meta enters 2025 at the center of a major shift in AI. The company has scaled back FAIR while recruiting new leadership with exceptionally high compensation. It has expanded its compute infrastructure at unprecedented speed, yet appears less steady as the industry moves into the era of reasoning. These actions may seem contradictory, but together they reveal a deeper transformation taking place across the AI landscape. As AI shifts from a competition of
The Boundary Between AI’s Bubble and Its Revolution: From Language to Understanding the World
Executive Summary AI development now stands between the prosperity of language and the turning point of understanding. While today’s large language models demonstrate remarkable generative power, they also reveal a fundamental limitation: they excel at imitating language but have yet to truly understand the world. This growth, detached from reality, suggests that beneath the surface of prosperity, signs of a bubble are beginning to appear. From Microsoft / OpenAI, which focus on language generation, to
The Collective Belief Experiment Behind the OpenAI Boom
Executive Summary Each collaboration OpenAI undertakes is more than a business transaction. It has become a focal point for global capital and industrial belief. Although the company has yet to establish a stable business model, it has already reshaped the rhythm of the global technology supply chain. This article argues that OpenAI is transforming industrial reality through reflexivity. Corporations and investors believe it can define the future, and that very belief is actively shaping the