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News articleYahoo Finance· May 22, 2026

'The Nvidia Way' Author Tae Kim Says Nvidia Is Increasingly Undervalued As Google TPU, Amazon Trainium Threats Remain A 'Rounding Error'

View original at finance.yahoo.com
'The Nvidia Way' Author Tae Kim Says Nvidia Is Increasingly Undervalued As Google TPU, Amazon Trainium Threats Remain A 'Rounding Error' Benzinga and Yahoo Finance LLC may earn commission or revenue on some items through the links below…
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  • Apple's P/E multiple expanded from single digits to 30 times earnings after the company significantly increased share buybacks

    60% confidence
  • Nvidia's Vera CPU platform targets a brand-new $200 billion total addressable market in agentic AI workloads

    60% confidence
  • Nvidia is becoming more and more undervalued

    60% confidence
  • Nvidia has effectively abandoned the Chinese market; investors should temper expectations for China revenue

    60% confidence
  • Share buybacks are a potential catalyst for Nvidia's P/E multiple re-rating, analogous to Apple's valuation expansion from 7x to 30x earnings after buyback programs began

    60% confidence
  • Nvidia achieved nearly 80% revenue growth on an $80 billion base in just three months

    60% confidence
  • Apple traded at seven times earnings during the large-screen iPhone era when Android was seen as a major competitive threat

    60% confidence
  • Google TPU and Amazon Trainium remain a rounding error as competitive threats to Nvidia

    60% confidence
  • Nvidia stock trades at approximately 19 times forward earnings, below the S&P 500's multiple, despite growing far faster than the index's ~10% growth rate

    60% confidence
  • Nvidia plans to direct 50% of its free cash flow toward share repurchases, though the exact calculation basis (before or after supplier prepayments) is ambiguous

    60% confidence
  • Nvidia has locked up supply across memory, wafers, and optical components, leaving rivals with little room to scale

    60% confidence
  • Google TPU revenues of approximately $5 billion are negligible compared to Nvidia's ~$1 trillion scale, making TPU a non-material competitive threat

    60% confidence
  • Nvidia's P/E multiple will expand significantly higher from current levels

    60% confidence

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What we know · the intelligence behind this page
Live from the substrate
What we're seeing
Vertical AI Agents Attract a Funding Wave Across Fintech-Adjacent Industries
A cluster of AI-native startups applying autonomous agents to narrow, operational problems — hotel front-desk staffing (Dextr AI), identity/fraud risk for financial institutions (Baselayer), insurance distribution (Napo, Connie Health, MGT Insurance) — closed seed-to-Series A rounds within days of each other in September 2026, with CB Insights running a coordinated CEO interview series to spotlight them. The pattern points to agentic AI maturing from generic chat tools into vertical, revenue-generating products, with identity verification for AI agents themselves (Baselayer) emerging as a new fintech infrastructure category responding directly to AI-driven fraud risk.
Our read on the data ›
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Satellite-Terrestrial Network Integration Acceleration
Increased investment and launches in hybrid satellite-cellular networks across telecom industry; competitive responses from other carriers; regulatory activity around satellite spectrum; expansion of emergency/rural connectivity use cases
Patterns we're watching ›
Where sources disagree
ING Group
Both facts record the same metric (shares_outstanding) for ING Group at the identical observation date (2025-12-31). FACT A states 2,902,437,688 shares; FACT B states 2,902 million shares (2,902,000,000). The difference is 437,688 shares (~0.015%). This is a genuine value conflict, though the discrepancy appears to result from FACT B rounding to the nearest million while FACT A provides the precise count.
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