AI investing tutor

Most beginners learn the most from the value and deep value lenses, because they teach how businesses make money and why price and value differ. Momentum and macro are useful to understand, but they involve more frequent decisions and are harder to apply well.

Because each one starts from a different idea of what drives a price. Ask “A stock I own fell 40% this year. What now?” and the lenses split. The value lens asks whether the business is still sound and whether the lower price now offers more value. The momentum lens notes that falling prices often keep falling and stresses cutting losses early. The macro lens asks whether rates or the economy caused the drop. The deep value lens checks whether the price is now well below the company’s assets or earning power.

None of these is the right answer on its own. Each fits some situations and fails in others, which is why the SEC’s guide stresses two things that sit above any style: your time horizon and your risk tolerance.⁴ A strategy you cannot stick with in a bad year will not help you.

Try one question in two styles, then ask the coach where they disagree. That comparison teaches more than either answer alone.

The second question is where the learning happens. Ask the tutor to separate reported facts, assumptions and interpretation, then check the figures in the original filing.

• Possible tickers you mention (not verified holdings).
• Emotional patterns such as fear of missing out or panic selling.
• Your goals and timeline, so later answers fit them.
• Concepts you have covered, such as risk and diversification.

Rerun it with an official tool. Growth figures are the easiest to test. Say the coach tells you that $200 a month invested for 30 years at 7% grows to about $244,000. Enter those inputs, with monthly compounding, into the SEC’s compound interest calculator.⁵ With no starting balance and deposits at each month’s end, you should land near $243,994, of which $72,000 is your own money and the rest is growth. This assumes a steady return and excludes fees and tax.

If the numbers do not match, ask the coach to show its steps. Often the gap comes from a different assumption, such as yearly compounding or a deposit at the start rather than the end of each month. Sometimes the AI simply made an arithmetic error.

Rules and limits need a different check. For any tax figure or contribution limit, go to the IRS website; for definitions, Investor.gov. Treat the coach as the teacher who explains why, and the official source as the answer key.

• Invented facts and math errors. Check numbers, dates and rules yourself.
• No live data. It does not see current prices or company filings.
• Not personal advice. It does not know your full situation and does not assess suitability.
• Daily limits. Free uses are limited each day; save an answer you want to keep.

The SEC published an investor alert on AI in January 2024. Its warnings about inaccurate AI output and relying on AI alone apply to this tutor too. The final point below is a practical study habit, rather than a quotation or finding from the alert.³

• Output can be wrong or invented. Even with accurate input, AI can produce faulty or completely made up information.
• Do not decide on AI alone. The SEC advises against making investment decisions or predicting prices based only on AI answers.
• Chat can push emotional choices. A confident, friendly reply can make a rushed decision feel reasonable.

The third point matters most for beginners. If you notice yourself asking the coach to confirm a decision you have already made, especially after a big market move, pause. Ask it instead for the strongest case against your plan, then check the facts at an official source and wait a day before acting. A good tutor helps you think more slowly, not decide more quickly.