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The Propeller – Turkey or Ham for Thanksgiving? Which do you Prefer? – 11-23-2025

Thanksgiving in the Age of AI: Gobble Meets Gigabytes


Happy Thanksgiving, everyone! Before you load up your plate this week with turkey, mashed potatoes, and yes, stuffing (but please, don’t eat too much stuffing!), let’s talk about how this holiday intersects with technology and AI.
 


The Smart Turkey Revolution

Gone are the days of guessing if your turkey is done. Now, smart ovens send push notifications like:

“Your bird has reached optimal juiciness. Proceed to carve.”

It’s basically smart apps for poultry. Next year, expect a turkey that tweets its own cooking progress.

AI-Powered Family Management

AI can now help you navigate the most volatile market of all: family conversations. Imagine an app that predicts Uncle Joe’s political rant and suggests a diversion like:

“Quick! Ask him about his fantasy football team!”

Machine learning isn’t just for stocks; it’s for survival at the dinner table.

Deep Learning for Leftovers

Ever wonder what to do with 12 pounds of leftover turkey? AI recipe generators have your back. They’ll turn that bird into tacos, soup, or something called “turkey sushi” (proceed with caution). It’s like ChatGPT, but for your fridge.

Virtual Reality Gratitude

Why stop at Zoom calls? This year, VR lets you sit at a virtual table with family across the globe. Just don’t let the headset slip while you’re reaching for real gravy, that’s a bug, not a feature.

Final Byte

Thanksgiving reminds us that while tech and AI make life easier, nothing beats real human connection (and maybe a slice of pie). So, enjoy the day, hug your loved ones, and remember don’t eat too much stuffing, your digestive system doesn’t have an upgrade button yet.

Happy Thanksgiving, everyone! May your Wi-Fi be strong, your turkey be tender, and your smart devices stay out of the gravy.

How AI Agents Can Transform Everyday Life: A Practical Example

Artificial Intelligence (AI) is no longer just a buzzword reserved for tech enthusiasts, it’s becoming an everyday tool that can make life easier, more productive, and even more enjoyable. One of the most exciting developments in this space is the rise of AI agents: intelligent systems that can perform tasks, make decisions, and interact with users in a natural way.

What is an AI Agent?

An AI agent is a software program, that typically requires no programming skills to create, that acts on your behalf to accomplish tasks. Unlike traditional apps, AI agents can:

  • Understand natural language commands.
  • Learn from your preferences.
  • Automate repetitive tasks.
  • Integrate with multiple tools and services.

Think of it as a personal assistant that never sleeps, never forgets, and gets smarter over time.


Real-World Example: The AI-Powered Meal Planner

Imagine you’re trying to eat healthier, stick to a budget, and hit your daily protein goals. Doing this manually can be overwhelming, tracking macros, finding recipes, and planning grocery lists takes time.

Here’s where an AI agent steps in:

  1. You tell the agent your goals:
    “I want to spend no more than $300 a month on groceries, eat whole foods, and get 120g of protein daily.”

  2. The agent creates a plan:
    It generates a weekly meal plan, calculates nutritional values, and ensures everything fits your budget.

  3. It automates shopping:
    The agent connects to your local grocery store’s API, builds a shopping list, and even schedules delivery.

  4. It adapts to your feedback:
    Didn’t like last week’s quinoa salad? The agent learns and suggests alternatives next time.

This isn’t science fiction, it’s happening now. For everyday people, this means less stress, better health, and more time for things that matter.


Why This Matters

AI agents can:

  • Save time by automating routine tasks.
  • Reduce decision fatigue.
  • Help you achieve personal goals effortlessly.

From managing finances to planning vacations, AI agents are becoming the ultimate life hack.


Ready to try it? Start small: use an AI agent (You can easily create them in Microsoft Copilot or ChatGPT) to plan your next week’s meals or organize your calendar. You’ll be surprised how much mental bandwidth you free up.

Finance: Year End Tax Planning

November is a good time for tax planning. You still have enough time left in the year to make tax moves, but you’re close enough to December 31st to know what your income, deductions and credits might look like.
 



Here are some tax moves to consider:

Maximizing retirement contributions

Before the year ends, if you have the means, consider contributing the maximum allowed $23,500 to traditional 401(k), Roth 401(k), and similar workplace plans.

Even if you can’t max it out, increasing your contributions in November and December can still make a meaningful difference. And if your employer offers a match, make sure you’re contributing at least enough to get the full match.

 Mega Backdoor Roth

This strategy allows high-income earners to save even more in a Roth account, if permitted by a workplace retirement plan. For example, say you contribute the entire $23,500 to a pre-tax 401(k), and receive $10,000 in employer match. You can still contribute $36,500 to after-tax account if allowed by your plan.

After contributing to the after-tax account, you can roll the funds over to a Roth IRA or Roth 401(k), shielding them from future tax.

Backdoor Roth

If you have a high income, you can’t contribute to a Roth IRA directly. But, there is a strategy called “Backdoor Roth”.

It involves making a non-deductible contribution (so no tax deduction) to a Traditional IRA, and then converting the amount into Roth.

Importantly, you need to ensure that you have a $0 Traditional IRA/Rollover IRA/SEP/SIMPLE by December 31, otherwise, the conversion will be partially taxable.

 Optimizing Charitable Contributions

If you’re planning to donate to charity before the end of the year, consider donating appreciated shares from your taxable brokerage account instead of cash. When you donate stock that has increased in value, you can deduct the full market value of the shares (up to a set AGI limit) without paying capital gains tax on the appreciation.

After the donation, you can use the cash you had originally planned to give to buy back the same shares. This effectively increases your cost basis in those shares, which reduces your future capital gains tax when you eventually sell them.

Tax Loss Harvesting

If you have stocks/ETFs that have a loss, consider selling them to offset gains from other investments or to claim up to a $3,000 capital loss deduction on your tax return. This strategy, known as tax loss harvesting, can reduce your taxable income and lower your overall tax bill.

A common strategy for some investors is to sell a fund that tracks the S&P 500 at a loss, and rebuy a similar fund, say the Total US Market Fund. Looking at the S&P 500, it’s down ~5% from its all time highs, so it could be a decent move.

Just remember the wash sale rule: don’t buy the same or a substantially identical security within 30 days before OR after the sale, or the loss will be disallowed for tax purposes.

Tax Gain Harvesting

If your taxable income is below $48,350 (or $96,700 for MFJ) in 2025, consider selling appreciated securities at a gain and buying them back. This increases the cost basis of your investment and lowers future tax liability.

However, if state or local taxes apply, this strategy may not be worthwhile due to the opportunity cost of paying those taxes. This strategy is ideal for an investor in a no income tax/no capital gains tax state.

Maximize HSA

HSAs provide many tax benefits, including a tax deduction, tax-free growth, and tax-free withdrawals for medical expenses.

You can contribute $4,300 for individuals or $8,550 for families if you have a HDHP (minimum deductible of $1,650 for individuals and $3,300 for family coverage). Individuals age 55 and older can contribute an additional $1,000 “catch-up” contribution.

I personally maximize my HSA every year since my employer also provides a matching for it. It’s a great way to save/invest for the future healthcare costs.

Business Entity

If you are a business owner, choosing the right business structure can have a big impact on your taxes. For individuals with net income above $100,000, electing S corporation status could be a smart move.

An S corp allows you to split your earnings between a reasonable salary and distributions. While your salary is subject to payroll taxes, distributions are not, which can reduce your self employment taxes. However, you have to analyze the payroll costs, including compliance, for maintaining that S corp status.

Track Expenses

Most small business owners or people with a side hustle overpay taxes because they don’t keep a good track of their expenses. Some of the smaller things like entity formation or business meals could get missed. This is why it’s a good practice to have a separate business bank account and connect it to various bookkeeping software.

Last minute bookkeeping often leads to missed opportunities and higher taxes. For self-employed individuals, tracking income and expenses consistently throughout the year can make quarterly estimated tax payments more accurate and reduce the risk of penalties.

Gift

In 2025, you can gift up to $19,000 ($38,000 for married couples) per person without impacting your lifetime estate and gift tax exemptions ($15M in 2026). This won’t reduce your taxes now but will allow you to strategically transfer wealth to your heirs tax free. This is especially relevant for individuals living in states that have a low exemption (like Oregon with $1M)

Quote of the Week

“The more that you read, the more things you will know. The more that you learn, the more places you’ll go.”
– Dr. Seuss


Dr. Seuss wasn’t just rhyming for fun, he was dropping serious wisdom in a playful package. This quote is basically the ultimate life hack. Reading isn’t just about stacking up random facts like baseball cards; it’s a passport to new worlds, ideas, and opportunities. Every page you turn is like unlocking a secret level in the game of life. Want to travel without leaving your couch? Crack open a book. Want to level up your career or impress at trivia night? Learn something new. It’s simple: knowledge is the fuel, and curiosity is the engine that takes you everywhere, no boarding pass required.

What are you thankful for this Thanksgiving?  (Drop me an email and let me know, or just ponder the question)

 

This is re-published from the weekly email sent by Leonard Mack entitled The Propeller.  To subscribe, visit https://www.LeonardMack.com/subscribe and read it every Sunday evening.


This intellectual nourishment is intended for informational purposes only. One should not construe anything herein as being legal, tax, investment, financial, or other advice.


My rule is this – I have no advice to give, only experience to share. I have no interest in being a guru or telling people what they should do. Rather, I share my own experience because there is no right or wrong. Your mileage may vary.