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Source document· April 4, 2026

What Is the Jevons Paradox and What Does It Mean for Micron and Sandisk Investors After Google's Revolutionary AI Breakthrough?

View original at nasdaq.com
What Is the Jevons Paradox and What Does It Mean for Micron and Sandisk Investors After Google's Revolutionary AI Breakthrough? Key Points Google's memory-compression algorithm caused Micron and Sandisk stocks to plunge…
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  • Q3 revenue forecast of $33.5 billion, representing growth of 260% year over year and 40% quarter over quarter

    60% confidence
  • Gross margin expected to reach 65.9% at midpoint, nearly triple last year's 22.5%

    60% confidence
  • More efficient use of resources reduces their costs, ultimately increasing demand for them

    60% confidence
  • Adjusted diluted earnings per share expected to reach roughly $19.15, a 10-fold increase

    60% confidence
  • Gross margin expected to increase by 660 basis points, from 74.4% to about 81%

    60% confidence
  • 10 best stocks for investors to buy now identified, and Alphabet wasn't one of them

    60% confidence
  • TurboQuant will enable larger LLMs, faster inference and better tokenomics, spurring more spending

    60% confidence
  • Stock Advisor's total average return is 926%, outperforming the S&P 500's 185%

    60% confidence
  • Reiterated outperform (buy) ratings on both Micron and Sandisk

    60% confidence
  • Q3 revenue forecast of $4.6 billion at midpoint of guidance, representing 171% growth

    60% confidence
  • TurboQuant reduces memory usage by at least 6x and delivers up to 8x speedup, all with zero accuracy loss, redefining AI efficiency

    60% confidence
  • Developments like TurboQuant are positive, as performance improvements will drive further adoption of AI and strengthen demand for key components such as memory chips

    60% confidence
What we know · the intelligence behind this page
Live from the substrate
What we're seeing
Enterprise AI Agents Go Mainstream, But Trustworthy Data Access Lags Adoption
A wave of enterprise AI agent activity — fresh funding (Latitude's $35M Series A), a run of CB Insights CEO interviews spotlighting fintech- and healthcare-focused agent startups (Covecta, Penguin AI, Maisa AI), and major platform partnerships (Microsoft-Mistral, Manulife-Microsoft AI governance, Siemens-NVIDIA agentic EDA, Box's agent security controls) — signals agentic AI moving from pilot to production across financial and enterprise workflows. Yet Google Cloud's own research shows adoption is outrunning data readiness (companies average AI access to only 45% of their data, with 'data laggards' capped near 30%), while insider selling at incumbent C3.ai hints at mixed investor conviction even as the broader ecosystem accelerates.
Our read on the data ›
Signals we're tracking
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.
We flag conflicts openly ›
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