Every major technology cycle produces the same misreading. Observers measure what a new tool eliminates and conclude that less work remains. They are almost always wrong. Efficiency does not destroy demand. It relocates it, scales it, and frequently amplifies it beyond what the prior system could have absorbed. Artificial intelligence is not an exception to this pattern. It is … [Read more...] about The Efficiency Paradox: AI Efficiency Generates Demand
Briefing
The Pure-Play NAND Bet: Why SanDisk May Outrun Micron in the AI Memory Cycle
The thesis is contrarian by construction. The dominant AI-memory narrative since 2023 has been about High Bandwidth Memory, a 3D-stacked DRAM architecture that Micron makes and SanDisk does not. To argue SanDisk is the bigger winner is to argue that the AI memory hierarchy is being rewritten and that the next leg of demand will accrue disproportionately to NAND flash. That … [Read more...] about The Pure-Play NAND Bet: Why SanDisk May Outrun Micron in the AI Memory Cycle
Micron Crosses $700 Billion as AI Memory Shortage Rewrites the Valuation Floor
Micron Technology reached an all-time intraday high of $666.59 on May 6, with the stock surging roughly 11% on the session and extending gains in after-hours trading to move above $660. The move pushed the company's market capitalization past $700 billion for the first time, placing Micron among the top ten most valuable technology companies in the United States. The stock is … [Read more...] about Micron Crosses $700 Billion as AI Memory Shortage Rewrites the Valuation Floor
The Trade Desk Q1 2026: Revenue Growth Holds, But the Margin Story Is Compressing
The Trade Desk reported first-quarter 2026 revenue of $689 million, up 12% year-over-year, beating the implied guidance range and extending the company's record of consistent outperformance. The headline number is good. What sits underneath it — declining Adjusted EBITDA on higher revenue, a tax rate that nearly doubled, and capex running at twice last year's pace — makes this … [Read more...] about The Trade Desk Q1 2026: Revenue Growth Holds, But the Margin Story Is Compressing
Dropbox Q1 2026: Revenue Stabilization, Margin Compression, and the Debt-Funded Buyback Question
Dropbox reported first-quarter 2026 revenue of $629.5 million, up 0.8% year-over-year on a reported basis and 2.0% excluding the FormSwift business the company is winding down by year-end. Those numbers beat the high end of guidance, and management was quick to frame them as evidence of stabilization. On the surface, that framing holds. Beneath it, the quarter raises more … [Read more...] about Dropbox Q1 2026: Revenue Stabilization, Margin Compression, and the Debt-Funded Buyback Question