Making Cents Sense

STOCK MARKET ANALYSIS | TECHNOLOGY & AI | OCTOBER 15, 2026 Penguin Solutions is promising explosive growth, record AI demand, and substantially higher earnings in fiscal 2027. I like the ambition. I like the opportunity. But before I celebrate another artificial intelligence success story, I'd like to know why the company is generating impressive profits while operating cash flow is heading in the opposite direction. PENG · NASDAQ · FY2027 OUTLOOK Revenue midpoint $2.43B ~40% growth Adjusted EPS $4.45 ~55% growth FY2026 operating cash flow −$152M Versus +$109M in FY2025 Company figures from the October 6, 2026 earnings release. EPS forecast is non-GAAP. Penguin Solutions +1 Penguin Solutions: Can Its AI Backlog Support the New Earnings Forecast? Wall Street Loves an AI Growth Story. I Prefer One That Eventually Produces Cash. I've developed a complicated relationship with artificial intelligence stocks. On one hand, I genuinely believe we're witnessing a technological t...

STOCK MARKET ANALYSIS | FINANCIAL SERVICES | OCTOBER 14, 2026 While most investors spend their time worrying about market volatility, Virtu Financial has built a business around providing liquidity when people want to trade. With improving earnings estimates, substantial trading income, shareholder distributions, and a valuation that deserves attention, I wanted to understand whether this underappreciated financial company represents a genuine investment opportunity or another cyclical stock dressed up as a bargain. 8 I've always found something fascinating about the stock market's relationship with uncertainty. Investors spend enormous amounts of time trying to predict what will happen next, often with the confidence of people who have somehow mistaken a financial spreadsheet for a crystal ball. Every economic report becomes a potential catastrophe, every Federal Reserve announcement triggers a fresh existential crisis, and every unexpected market decline produces another para...

There is a particular stage in every great growth-stock story when I stop asking whether the company is doing well and start asking a far more uncomfortable question: how much of that success has already been purchased by everyone else? I think Semtech Corporation (NASDAQ: SMTC) has reached that stage. I don't have much trouble seeing why investors are excited. Semtech has found itself planted directly in one of the most important physical bottlenecks created by artificial intelligence. We can build increasingly powerful GPUs, construct enormous data centers, and train models with enough parameters to make yesterday's supercomputer look like a pocket calculator, but eventually all that information has to move somewhere. Chips have to communicate. Servers have to communicate. Racks have to communicate. Data needs to travel across copper and optical connections at increasingly ridiculous speeds without turning the data center into an expensive monument to latency. That is where S...