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David Trainer’s E-Letters

March 31, 20260Comments

The Stock Market Is Rogue AI’s Most Obvious Target. Here’s How We Protect It.

We should return our attention to the quiet war for safe AI.
by David Trainer, Founder & CEO
November 6, 20250Comments

How We Made AI Real for Investors: The Story Behind FinSights

It is the first truly reliable AI for investing. Allow me to prove it to you.
by David Trainer, Founder & CEO
September 19, 20250Comments

Thinking Small Drives Big Leaps in AI

The SLM created by New Constructs powers market-beating stock picking.
by David Trainer, Founder & CEO
ROIC vs. WACC
August 18, 20250Comments

How To Teach AI To Pick Stocks

AI is rapidly gaining traction in the investing business, and endowing machines with the subject matter expertise is the next step.
by Hakan Salt, Associate Investment Analyst
July 21, 20250Comments

Forget Chips, AI Firms Need Higher Quality Data to Win

To build real artificial intelligence (AI), high-quality training data is arguably the single most important ingredient.
by David Trainer, Founder & CEO
April 9, 20250Comments

The Game Plan for 2025 Part II

Bottomline, there’s only one way to keep sane in a crazy market: KNOW WHAT YOU OWN.
by David Trainer, Founder & CEO
April 4, 20250Comments

The Game Plan for 2025

Get a real strategy built on real data, math and work that’s proven to outperform in all kinds of market environments.
by David Trainer, Founder & CEO
April 3, 20250Comments

What Does Liberation Day Mean for the Stock Market

While the media fans the flames of panic, we’re calmly finding the best stocks in the market.
by David Trainer, Founder & CEO
March 27, 20250Comments

The Next Market Shift is Already Happening

We break down what comes next, and why the short-term discomfort investors feel today could be the foundation for long-term strength.
by David Trainer, Founder & CEO
March 25, 20250Comments

Watch our Special Earnings Recap on BYD Vs. Tesla

This is your chance to see how New Constructs tackles important issues—not a salesman posing as an analyst.
by David Trainer, Founder & CEO
February 27, 20250Comments

A Terrible Business With An Incredibly Optimistic Valuation

Do you ever wonder how disconnected a stock’s valuation can possibly get from the fundamentals of the underlying business?
by David Trainer, Founder & CEO
February 26, 20250Comments

The Shocking Truth about Spotify’s (SPOT) Valuation

Let me show you how much downside risk is in a stock as hyped up as Spotify.
by David Trainer, Founder & CEO
February 14, 20250Comments

Mr. Market Thinks Amazon Will Rule The World

When you look under the hood of the stock’s valuation, you see that the market’s expectations for future cash flows are shockingly high.
by David Trainer, Founder & CEO
February 4, 20250Comments

Comparing the Cash Flow Expectations for IonQ (IONQ) to the Biggest Companies in the S&P 500

Putting context around the future cash flows baked into the current stock price an be very illuminating.
by David Trainer, Founder & CEO
January 31, 20250Comments

Don’t Buy Rambus (RMBS) Until After You Watch This Video

Sometimes stocks are expensive, and sometimes they are ridiculously expensive. What we found might shock you.
by David Trainer, Founder & CEO
January 31, 20250Comments

The Shocking Truth about the Value of Quantum Computing Inc.

What we found might shock you. I know I was surprised to see just how much future success was priced into QUBT.
by David Trainer, Founder & CEO
January 28, 20250Comments

DeepSeek Is a Wake-Up Call for NVIDIA and Other Hype Stocks

Companies rarely enjoy monopolies, not even hyped-up tech companies.
by David Trainer, Founder & CEO
January 27, 20250Comments

Dark Pools Have Taken Over The Market

As if Wall Street needed another way to hide the truth from investors.
by Kyle Guske II, Senior Investment Analyst, MBA
January 24, 20250Comments

Measure the Potential Impacts of Tariffs On Your Stocks

I used our best-in-class DCF modeling tools to create scenarios that captured the valuation impact of tariffs that help or hurt margins and revenues.
by David Trainer, Founder & CEO
December 4, 20240Comments

Hope Is Not a (Micro) Strategy

Reporters from the Wall Street Journal and Bloomberg calling me to ask about Michael Saylor’s bitcoin strategy is a sign that the markets are not entirely lost to speculative fervor.
by David Trainer, Founder & CEO
« Older Articles

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