51 Charts That Will Shape AI in 2026
51 Charts That Will Shape AI in 2026
Podcast27 min 12 sec
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Note: AI-generated summary based on third-party content. Not financial advice. Read more.
Quick Insights

Alphabet (GOOGL) is positioned for a significant resurgence in 2025, driven by the competitive momentum of its Gemini AI models. Investor sentiment is shifting in its favor, with betting markets and related stock baskets showing GOOGL gaining ground on competitors like NVIDIA (NVDA) and Microsoft (MSFT). This AI race is fueling a historic, multi-year investment cycle in AI Infrastructure, with capital for data center construction now surpassing office development. Consider gaining exposure to this broad AI Infrastructure theme, as major tech firms believe it is a greater risk to under-invest than to over-invest. The rapid adoption and proven ROI in Enterprise AI Software further supports the long-term growth case for platform leaders like Alphabet.

Detailed Analysis

Alphabet (GOOGL)

  • The podcast highlights a "massive resurgence" for Google in the AI space during 2025, driven by its Gemini models.
  • Gemini is described as "surging heading into next year," suggesting strong competitive momentum against rivals like OpenAI.
  • A key indicator of shifting market sentiment is the betting markets, where the likelihood of Alphabet becoming the world's largest company has "increased significantly," closing the gap with NVIDIA.
  • A basket of stocks exposed to Alphabet created by Bloomberg and Morgan Stanley has been outperforming a similar basket of stocks exposed to OpenAI, signaling a clear shift in investor confidence towards Google's AI strategy.

Takeaways

  • Bullish Sentiment: The transcript presents a strong bullish case for Alphabet, suggesting it is gaining significant ground in the AI race after a period of being perceived as a laggard.
  • Competitive Moat: The success of the Gemini model series indicates that Google's deep R&D capabilities are translating into highly competitive products, challenging the narrative of OpenAI's permanent leadership.
  • What to Watch: Investors should monitor the adoption rates of Gemini in enterprise and consumer applications, as this appears to be the primary driver of the positive sentiment shift. The performance of Alphabet's stock relative to peers like Microsoft and NVIDIA could continue to reflect this competitive dynamic.

NVIDIA (NVDA)

  • NVIDIA was mentioned as holding a "commanding percentage" in betting markets for the largest company at the start of the year.
  • However, the transcript notes that Alphabet (GOOGL) is now "creeping up on them," suggesting that from a market sentiment perspective, NVIDIA's top position is being challenged.
  • The discussion around the reduction in inference costs, where AI products can run on "much cheaper, simpler GPUs," is presented as a potential concern for bears. If this trend accelerates, it could challenge the thesis of needing ever-more-powerful and expensive chips for all AI tasks.

Takeaways

  • Shifting Sentiment: While NVIDIA remains a central player, the narrative suggests that market enthusiasm may be broadening to other AI giants like Alphabet, potentially diversifying the "AI trade."
  • Potential Risk Factor: The trend towards more efficient models that can run on less powerful hardware is a key long-term risk to monitor. While demand for high-end training chips remains robust, a significant shift in the cost of running AI models (inference) could impact future growth assumptions.

Microsoft (MSFT)

  • Microsoft is identified as a central player in the "circularity chart," which illustrates the massive flow of revenue and deals between major players like Microsoft, OpenAI, and Oracle.
    • This is presented as a Rorschach test for investors: some see it as a "house of cards," while others see it as the necessary foundation for a new technology ecosystem, fueled by real and growing revenue.
  • A basket of stocks exposed to OpenAI (which would heavily include Microsoft) has recently "tak[en] a bit of a hit" and diverged negatively from a basket of stocks exposed to Alphabet.

Takeaways

  • Ecosystem Play: An investment in Microsoft is heavily tied to the success and trajectory of its key partner, OpenAI. The massive capital flows and deals between them are a core part of the investment thesis.
  • Cooling Sentiment: The underperformance of the "OpenAI-exposed" stock basket suggests that investors may be becoming more critical of this ecosystem's valuation or are rotating towards competitors like Google. This is a sentiment shift to watch, even if the fundamental growth story remains strong.

Investment Theme: AI Infrastructure & Data Centers

  • The podcast describes one of the "largest coordinated technology investments in history," with hyperscalers like Google, Meta, and Microsoft making historically large capital investments in AI data centers.
  • A powerful visual is the crossover where capital flowing into data center construction has surpassed capital for office construction, highlighting a major secular shift in the economy.
  • The sentiment from major tech leaders, like Mark Zuckerberg (Meta), is that it is a "much greater risk to under-invest than to over-invest," suggesting this spending cycle has significant momentum.

Takeaways

  • Broad Sector Opportunity: This trend is a powerful tailwind for a wide range of companies involved in building and equipping data centers, including chip makers, hardware manufacturers, and real estate investment trusts (REITs) that specialize in data centers.
  • Long-Term Growth: The belief that under-investing is the primary risk indicates that this infrastructure build-out is not a short-term phenomenon but a multi-year cycle.
  • Emerging Risk: The transcript notes that "data center politics are starting to emerge as a local issue." While nascent, opposition to new data centers due to energy and land use could become a headwind for companies needing to expand their physical infrastructure.

Investment Theme: Enterprise AI Software

  • Enterprise AI is described as the "fastest scaling software category in history," already capturing 6% of the $300 billion global Software-as-a-Service (SaaS) market, with a potential addressable market that is "multiples larger."
  • Crucially, companies are seeing real returns. Studies show that 75-82% of executives are already reporting positive ROI from their AI investments, justifying the increased spending.
  • The competition is fierce. Anthropic (private) is noted to be growing its revenue at a faster percentage rate than OpenAI (private) and has reportedly captured 40% of the enterprise market. This shows that the market is not a winner-take-all scenario.

Takeaways

  • Bullish on Software: The rapid adoption and proven ROI create a strong bullish case for companies that provide AI-powered software and services to businesses.
  • Competition is a Feature: The market is large enough to support multiple winners. The intense competition between OpenAI, Anthropic, and Google is driving innovation and creating a dynamic environment. Investors should look for companies with clear product differentiation and strong enterprise sales channels.
  • Future Revenue Stream: The podcast highlights the potential for ads within AI chatbots as a major future business model. Early data suggests referrals from ChatGPT lead to more engaged and higher-converting customers than referrals from Google search, which could unlock significant new revenue for model providers.
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Episode Description
A fast-paced walkthrough of 51 charts that capture where artificial intelligence stands right now and what matters most heading into 2026, spanning capabilities, infrastructure, markets, economics, vibe coding, jobs, and politics. The episode connects model performance, cost curves, hyperscaler spending, enterprise adoption, ROI data, coding agents, labor impacts, and emerging political pressures into a single narrative about how AI is evolving and what that evolution means for the year ahead Brought to you by: KPMG – Discover how AI is transforming possibility into reality. Tune into the new KPMG 'You Can with AI' podcast and unlock insights that will inform smarter decisions inside your enterprise. Listen now and start shaping your future with every episode. ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.kpmg.us/AIpodcasts⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Blitzy.com - Go to ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://blitzy.com/⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ to build enterprise software in days, not months Robots & Pencils - Cloud-native AI solutions that power results ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://robotsandpencils.com/⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ The Agent Readiness Audit from Superintelligent - Go to ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://besuper.ai/ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠to request your company's agent readiness score. The AI Daily Brief helps you understand the most important news and discussions in AI. Subscribe to the podcast version of The AI Daily Brief wherever you listen: https://pod.link/1680633614 Interested in sponsoring the show? sponsors@aidailybrief.ai
About The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis
The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis

The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis

By Nathaniel Whittemore

A daily news analysis show on all things artificial intelligence. NLW looks at AI from multiple angles, from the explosion of creativity brought on by new tools like Midjourney and ChatGPT to the potential disruptions to work and industries as we know them to the great philosophical, ethical and practical questions of advanced general intelligence, alignment and x-risk.