The Investing for Beginners Podcast - Your Path to Financial Freedom

Money stress isn’t just about dollars—it’s about what money does to your brain. In this episode, Evan and Andrew dig into the real link between mental health and finances: decision fatigue, avoidance, impulsive “therapy spending,” and the spiral where stress creates bad decisions… which creates more stress.

Then we get practical. If you’re stuck in that loop, the goal isn’t perfection—it’s reducing the pressure so you can make clear decisions again. We walk through the “rip the band-aid off” steps that actually help: getting visibility with a budget, building an emergency fund as an emotional safety net, and using automation to remove willpower from the equation.

What You Will Learn


Why financial stress becomes a self-reinforcing feedback loop


How uncertainty + decision fatigue makes even small purchases exhausting


The 3 common stress responses: avoidance, impulsive spending, overreaction


Why more income helps but doesn’t automatically fix money anxiety


The practical “band-aid rip” plan: budget, emergency fund, automation

Timestamps

00:00 – Why this isn’t a “therapy episode,” it’s actionable

06:00 – Decision fatigue: when every purchase becomes stressful

09:00 – The feedback loop: stress → worse decisions → more stress

15:00 – Avoidance vs impulsive “therapy spending” vs overreacting

28:00 – More money helps… but doesn’t fix the root problem

35:00 – Accountability: advisor, therapy, or a trusted person

40:00 – Relationships: misalignment & lack of communication

47:30 – Action steps: budget visibility, emergency fund, automation

Resources Mentioned

The Value Spotlight Newsletter: https://einvestingforbeginners.com/value-spotlight-newsletter/

Free monthly budgeting spreadsheet: https://einvestingforbeginners.com/budget/

Email Evan: [email protected]

Have questions or want your story featured? Email the show at [email protected] or comment below. Your feedback shapes the podcast!

Remember, financial freedom is built one smart move at a time. Keep it simple, keep it steady, and at any rate, we’ll see you next time.

Timestamps are generated by artificial intelligence, and are not 100% accurate depending on the platform used for listening.

⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Today’s show is sponsored by:

Download the Plynk app today to start building your investing confidence. https://plynkinvest.app.link/plynkifb2026

Go to ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠SHOPIFY.COM/beginners⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ to start selling with Shopify today.⁠ ⁠⁠⁠⁠⁠https://www.shopify.com/beginners⁠⁠⁠⁠ 

Upgrade your wardrobe with Quince to get high-quality, luxury essentials at a fraction of the cost by visiting ⁠https://quince.com/beginners⁠ 

Turn your passion into profit, connect directly with eager buyers, and grow your business by hosting live, interactive auctions at ⁠https://whatnot.com/sell⁠ 

Supercharge your productivity and automate your daily tasks by building custom AI agents in your all-in-one workspace at ⁠https://notion.com/investing⁠

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Most people hear the word franchise and immediately think fast food but franchising is much bigger than burgers and drive-thrus. In this episode, Andrew sits down with Jon Ostenson, a franchise consultant, investor, and author of Non-Food Franchising, to unpack what non-food franchising actually is and why it's become a serious wealth-building path for business owners.

They break down the real advantages of franchising (product-market fit, a playbook, buying power, a tech stack, and community), how franchise due diligence works through the Franchise Disclosure Document (FDD), and why franchises can sometimes sell at higher multiples than comparable independent businesses. They also discuss funding options, what types of recession-resistant businesses people are buying today, and the biggest misconception.

What You Will Learn


What non-food franchising is (and why most people overlook it)


Why franchises can have an edge


How to evaluate a franchise using the FDD


Why franchises can trade at higher resale multiples


Common funding paths

Timestamps

00:12  The non-food franchising twist

00:54  What non-food franchising means

01:56  Non-food franchising has been around longer than you think

03:43  Why franchising can beat starting from scratch

05:02  Why franchises can sell for higher multiples & internal M&A roll-ups

06:34  Jons story: corporate golden handcuffs to franchising + early lessons

08:06  Franchise vs. stocks: commitment, liquidity, and why due diligence matters more

09:40  The FDD explained: Item 7, Item 19, and how to research performance

12:01  How markets affect demand 

18:00  Jons book & how listeners can get a free copy

Resources Mentioned

The Value Spotlight Newsletter: ⁠https://einvestingforbeginners.com/value-spotlight-newsletter⁠/

Have questions or want your story featured? Email the show at ⁠[email protected]⁠ or comment below. Your feedback shapes the podcast!

Remember, invest with a margin of safety—emphasis on the safety. Have a great week, and we’ll talk to you next time.

Timestamps are generated by artificial intelligence, and are not 100% accurate depending on the platform used for listening.

⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

Today’s show is sponsored by:

Download the Plynk app today to start building your investing confidence. https://plynkinvest.app.link/plynkifb2026

Go to ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠SHOPIFY.COM/beginners⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ to start selling with Shopify today.⁠ ⁠⁠⁠⁠⁠https://www.shopify.com/beginners⁠⁠⁠⁠ 

Upgrade your wardrobe with Quince to get high-quality, luxury essentials at a fraction of the cost by visiting ⁠https://quince.com/beginners⁠ 

Turn your passion into profit, connect directly with eager buyers, and grow your business by hosting live, interactive auctions at ⁠https://whatnot.com/sell⁠ 

Supercharge your productivity and automate your daily tasks by building custom AI agents in your all-in-one workspace at ⁠https://notion.com/investing⁠

⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

Interested in how your company sponsor the show? Reach us at  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠[email protected]⁠⁠⁠⁠⁠⁠

⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠SUBSCRIBE TO THE SHOW⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Apple⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ |⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Spotify⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠YouTube⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ |⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Amazon⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ |⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Tunein
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Caterpillar (CAT) is one of those companies almost everyone recognizes—but most investors still struggle with the same question: how do you know if a great business is actually worth buying at today’s price? In this episode, Stephen brings the real-world perspective from growing up around mines and heavy equipment, while Andrew brings the numbers-first approach to see what the financials say.

We walk through CAT’s moat at a high level: a massive dealer network, a parts-and-service flywheel, and a financing arm that keeps customers (and cash) inside the ecosystem. Then we zoom out to what’s driving the current excitement—CAT’s surprising exposure to AI infrastructure and a growing backlog—balanced against a real concern Stephen found in the research: pricing power.

What You Will Learn


Two practical ways to start a company deep dive: moat-first vs. financials-first


Why CAT’s dealer network + parts/service flywheel can be a durable advantage


How CAT’s financing arm strengthens the business and why scale matters


What CAT’s AI infrastructure tailwind could mean


Why pricing power can be a hidden risk, even for a great company

Timestamps

00:00 — Why CAT is on the table

01:00 — Where to start: Andrew goes financials-first (fiscal.ai), Stephen goes moat-first

02:10 — Growing up around mines and CAT 

06:30 — What a mine actually needs: machines, scale, and why maintenance is brutal

09:20 — The dealer network: localized “franchise-like” model

13:40 — Vertical integration: parts, service, and the revenue flywheel

16:40 — CAT as a “world bank”: financing equipment, parts, services, and dealers

21:00 — Product differentiation: reliability, ease of repair, and lease-to-buy behavior

28:10 — AI tailwind & data centers: generators, emissions standards, and “double-dipping”

36:40 — Valuation debate: backlog, forward PE, pricing power risk, and beginner takeaways

Resources Mentioned

The Value Spotlight Newsletter: ⁠https://einvestingforbeginners.com/value-spotlight-newsletter⁠/

Have questions or want your story featured? Email the show at ⁠[email protected]⁠ or comment below. Your feedback shapes the podcast!

Remember, invest with a margin of safety—emphasis on the safety. Have a great week, and we’ll talk to you next time.

Timestamps are generated by artificial intelligence, and are not 100% accurate depending on the platform used for listening.

⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

Today’s show is sponsored by:

Download the Plynk app today to start building your investing confidence. https://plynkinvest.app.link/plynkifb2026

Go to ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠SHOPIFY.COM/beginners⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ to start selling with Shopify today.⁠ ⁠⁠⁠⁠⁠https://www.shopify.com/beginners⁠⁠⁠⁠ 

Upgrade your wardrobe with Quince to get high-quality, luxury essentials at a fraction of the cost by visiting ⁠https://quince.com/beginners⁠ 

Turn your passion into profit, connect directly with eager buyers, and grow your business by hosting live, interactive auctions at ⁠https://whatnot.com/sell⁠ 

Supercharge your productivity and automate your daily tasks by building custom AI agents in your all-in-one workspace at ⁠https://notion.com/investing⁠

⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

Interested in how your company sponsor the show? Reach us at  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠[email protected]⁠⁠⁠⁠⁠⁠

⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠SUBSCRIBE TO THE SHOW⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Apple⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ |⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Spotify⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠YouTube⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ |⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Amazon⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ |⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Tunein
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In this milestone 50th episode, Evan and Andrew break down what a recession is, why it happens, and why the media often frames it in a way that creates unnecessary fear. Instead of doom-and-gloom predictions, the focus is on staying calm, reducing harm, and preparing in practical ways that actually help the average person.

You’ll walk away with five actionable steps—covering job security, budgeting, emergency funds, investing behavior during downturns, and the idea of living with financial margin—plus a short list of what not to do when the news cycle gets loud.

What You Will Learn


What a recession is and common causes behind it


The real-world effects on regular people (and why job security is the biggest one)


How to think about recession-proofing your career without cheesy blanket advice


Why a budget is a tool for clarity and leverage—not just cut everything


How to build and store an emergency fund the right way


Why pulling out of the market during fear is usually a long-term mistake


The live with margin principle that makes you more flexible in any crisis

Timestamps

00:12 Episode 50 & AAR approaching one year

02:20 The goal: reduce panic, stay calm, and prepare

03:08 What a recession is & common causes

06:16 Why this feels relevant right now 

07:49 How recessions hit regular people

10:11 Media framing vs. personal impact

13:02 Step 1: job security—know your risk and build valuable skills

18:22 Step 2: budget—know your levers and your bare-minimum number

22:39 Step 3: emergency fund—3 to 6 months (or more) in a safe place

27:25 Step 4 + 5: keep investing if you can + live with margin

Resources Mentioned

The Value Spotlight Newsletter: https://einvestingforbeginners.com/value-spotlight-newsletter/

Free monthly budgeting spreadsheet: https://einvestingforbeginners.com/budget/

Email Evan: [email protected]

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Andrew sits down with David Trainer, CEO of New Constructs, to talk about what AI can actually do for investors—and where most tools fall short. David explains why the future of AI in investing depends less on flashy chatbots and more on trustworthy, auditable data and domain-specific “agents” that don’t pull from the open internet.

They dig into how New Constructs built its dataset over decades, why “99% accurate” data still isn’t good enough for financial decisions, and how their AI agent (FinSights) uses deterministic rules on validated fundamentals to help investors screen, compare, and avoid misleading earnings and black-box outputs.

What You Will Learn


Why AI outputs are only as good as their inputs


What “agentic” AI means and why domain-focused agents beat internet-wide chatbots


How New Constructs built an auditable fundamentals dataset over 20+ years


How core earnings and “earnings edge” can change how you evaluate companies and indices


What kinds of investors New Constructs is built for

Timestamps

00:30 Why AI conversation matters

02:15 Fundamentals first

03:21 Why chatbots beat search—but still aren’t “expert” decision-maker

05:14 Google Cloud partnership & why reliable datasets are the real secret sauce

07:19 The problem with “best stocks” answers

08:03 What “agentic” AI means: domain-specific agents

09:14 “Walled garden” data: why the agent must NOT talk to the internet

11:57 Data reliability: why 99% good data can still be unusable for decisions

16:01 How New Constructs maintains data integrity & self-verifying systems

33:44 Index methodology & how their core earnings leaders / very attractive indices work

Resources Mentioned

The Value Spotlight Newsletter: ⁠https://einvestingforbeginners.com/value-spotlight-newsletter⁠/

New Constructs: https://www.newconstructs.com/

Have questions or want your story featured? Email the show at ⁠[email protected]⁠ or comment below. Your feedback shapes the podcast!

Remember, invest with a margin of safety—emphasis on the safety. Have a great week, and we’ll talk to you next time.

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