Home Blog

All about International Business Management | Jobs in Canada | MBA vs Supply Chain Management



Hey Everyone ,

Finding your dream job is a detailed process don’t stress yourself just be smart do your homework well and work on your skill.

Know your passion and interests and then look for job don’t fall in trap of other people opinions.

I am trying to build a community of positive people and let’s help each other in finding job and guiding each other in right direction.

Lots of love ❤️
Komal

Udemy Link for Ms Advanced Excel –

( ask someone from India to buy this course for you )

#jobsincanada #internationalbusinessmanagement #parttimejobsforstudents

source

How To Do Your Own Taxes In 2027: Free File, Tax Software, Or Paper


Doing your own taxes is way easier than it seems, and for most filers the easiest method is tax software that pulls in your W-2 and 1099s and walks you through the credits. The return you’ll file between late January and April 15, 2027 covers tax year 2026.

This year, you potentially get a bigger standard deduction and four new deductions on a new schedule, so the software route is worth more than usual this year.

Our parents had it rough during tax season. Doing their own taxes sometimes took a week or more. They’d spread papers and receipts across the kitchen table, punch numbers into a calculator, and flip through the IRS’s annual instructions until ink coated their fingertips. Today, doing your own taxes with software should take you less than an hour if you’re organized, and you can do it on your phone.

Here’s what you need to know about how to do your own taxes in 2027, what each method costs, and the situations where paying a professional pays for itself.

Table of Contents

3 Ways to Get Your Taxes Done By Yourself
1. Paper Forms
2. Free IRS E-filing
3. Tax Software
How to Choose Tax Software If You Plan to DIY
Essential Info For To File Your Own Taxes
Who Should NOT Do Their Own Taxes
Conclusion

What Changed For The 2027 Filing Season

Five things are different from the last time most people filed, and three of them affect which method you should pick.

IRS Direct File is gone. The IRS’s own free filing tool, which 296,531 people used in 25 states during the 2025 season, was shut down by the Treasury Department in late 2025 and won’t be offered for 2026 returns. We reviewed it while it lasted. The One Big Beautiful Bill Act directed Treasury to study a public-private replacement that could cover up to 70% of taxpayers; as of September 2026 nothing has been announced for the 2027 season. IRS Free File, the private-partner program, continues under an agreement that runs through October 2029.

Paper refund checks are ending. Under Executive Order 14247, the IRS generally stopped issuing paper refund checks to individuals after September 30, 2025. If you don’t include bank account details on your return, the IRS mails a CP53E notice asking for them and holds the refund about six weeks before it falls back to a check. Direct deposit refunds on e-filed returns still arrive within 21 days for most filers, which our refund schedule tracks.

The standard deduction is $16,100 single, $32,200 married filing jointly, and $24,150 head of household for tax year 2026. That’s the return you file in 2027. Fewer people than ever will itemize, which means fewer people need anything beyond a basic software tier. Here’s how to decide between the standard deduction and itemizing.

Four new deductions live on Schedule 1-A. Tips (up to $25,000), overtime pay ($12,500, or $25,000 joint), a $6,000 per-person deduction for filers 65 and older, and up to $10,000 of interest on a loan for a new U.S.-assembled car all go on the new schedule, for tax years 2025 through 2028. Every major software product handles it; the free tiers don’t all include it. Here’s the list of jobs that qualify for the tips deduction.

The 1099-K threshold went back to $20,000 and 200 transactions. If you sold a few things on eBay or got paid through Venmo for a side gig, you’re less likely to get a 1099-K than you were two years ago. The income is still taxable, and it still counts as employment income if it came from work.

3 Ways to Get Your Taxes Done By Yourself

Tax professionals exist for a reason. Some returns are too complicated for even the best software, and we cover those cases below. Everyone else can file this year’s return by mailing a paper form, using the IRS’s free options, or using an online or desktop tax program. The federal tax brackets for 2026 are the same no matter which route you take; the difference is time, cost, and how much help you get finding credits.

1. Paper Forms

You can still mail a paper Form 1040 to the IRS. You’re upholding a tradition that dates to 1913, when the 16th Amendment made the federal income tax constitutional, and you’re also choosing the slowest possible refund.

The IRS no longer mails blank forms automatically. You’ll download your tax forms and instructions from irs.gov, fill them out by hand or on screen, and mail them to the processing center listed for your state. Paper returns take the IRS weeks longer to process than e-filed returns, and with paper checks phased out you should still put a routing and account number on the form so the refund arrives by direct deposit rather than after a CP53E notice. If you’re filing late or catching up on prior years, here’s what to do.

Who should do this? Filers with a remarkably simple return and a lot of patience, or someone with a return the IRS won’t accept electronically. Everyone else leaves money on the table, because paper doesn’t prompt you for credits you didn’t know about. The Earned Income Tax Credit alone is worth up to $8,231 for 2026, and the IRS estimates one in five eligible filers doesn’t claim it.

2. Free IRS E-Filing: Free File And Free File Fillable Forms

The IRS offers two free electronic options, and they are not the same thing.

IRS Free File is guided tax software from eight private partners, offered at no charge if your adjusted gross income (AGI) is at or below the IRS limit. For the 2026 season that limit was $89,000. Each partner sets its own rules on age, state, and military status, and some include a free state return while others don’t. You get through it from the IRS Free File page, not from the partner’s own site, or the free offer may not apply. The program is under agreement through October 2029, so it isn’t going the way of Direct File.

Free File Fillable Forms is the option for everyone above the income limit. These are the paper forms as electronic forms: you type your numbers into the boxes, the forms do the arithmetic, and you e-file. There’s no interview, no import, and no state return. Other than saving paper and postage, and getting your data to the IRS faster, this approach offers little over paper. You’d still need to know what’s on the schedules and how the pricing tiers of paid software compare before you decide it’s worth the effort.

Someone who is single, has no dependents, works one W-2 job, and isn’t claiming the student loan interest deduction or an education credit can make Fillable Forms work. Even then, you could miss a credit you didn’t know about.

Several commercial products also have free tiers with no income limit. Check out our list of free tax software options, which includes the two products that are free for federal and state for everyone. Anyone with a more complicated return should hire a professional or use the next option.

3. Tax Software

Many younger taxpayers have never seen a paper 1040, and for good reason: software takes your tax information, populates the forms, and files your federal and state returns. Most products import W-2s and 1099s directly from your employer, bank, or broker, and the better ones photograph a form from your phone. You can also file as early as the IRS opens in late January, which is when the software is cheapest.

The real advantage is the interview. You don’t have to know that the American Opportunity Tax Credit is worth up to $2,500 or that Schedule 1-A exists; the software asks whether you paid tuition or earned tips and does the rest. With software, you can do your own taxes without being completely on your own, and if you get stuck, every major product now sells live help by the question or by the return. You can also track your return after filing, which removes most of the “where is my refund” guesswork.

How to Choose Tax Software If You Plan to DIY

Unless you’re a tax accountant or the simplest of filers, your best bet is a good online or desktop program to file federal and state. Which one depends on your return, and the advertised price is rarely the price you pay. Many services offer free filing; fewer follow through once you have a dependent, a 1099, or a state return.

Some software services bait you with the promise of free filing, then require payment if you have children, itemize, or claim a credit outside the free tier. Others let you file federal for free but charge when you start the state return.

Prices rise as April approaches. Generally, someone with multiple income sources or a home office will need to pay for a Deluxe or Premium tier, and that’s fine: when a paid tier finds a credit the free tier skipped, the upgrade pays for itself. TaxHawk runs the same engine as FreeTaxUSA if you want a second look at the cheapest full-featured option.

Bottom line: go free if you qualify, and pick the service that best meets your needs rather than the one with the loudest ad. Here are a few of our top picks to get you started:

  • FreeTaxUSA for the cheapest full-featured federal return
  • H&R Block for the best free tier and in-person backup
  • TaxSlayer for self-employed filers on a budge

Essential Info For To File Your Own Taxes

Even with the right software, you’ll gather some information and make a few decisions before you start. The income tax binder method works for a shoebox too.

  • Work forms: W-2s from employers and 1099-NEC or 1099-K forms for contract work. Employers must send W-2s by January 31, 2027. Tipped and hourly workers should also confirm the tips and overtime boxes on the W-2, because those feed Schedule 1-A.
  • Filing status: Married filing jointly or separately? Head of household if you’re unmarried with a dependent? The software asks, and for married couples with student loans on an income-driven plan the answer affects the loan payment, not just the tax bill.
  • Social Security numbers for you, your spouse, and every dependent. The child tax credit is $2,200 for 2026 and requires a Social Security number for the child.
  • Do you have to file? If you’re someone’s dependent or earned little last year, you may not be required to file, but you should file if any tax was withheld or you qualify for a refundable credit. Students, check whether your parents claimed you before you file.
  • Standard deduction or itemize? The 2026 standard deduction is $16,100 single, $32,200 joint, and $24,150 head of household, and you claim it without documentation. Itemize only if mortgage interest, charitable gifts, medical costs above the floor, and state and local taxes (capped at $40,400 for 2026) add up to more.

Having this information in one place before you sit down is what turns a weekend into an hour. If your return has more moving parts, collect these too:

  • Deductible interest: Your mortgage servicer sends a 1098 and your student loan servicer a 1098-E. Student loan interest is deductible up to $2,500 even if you don’t itemize.
  • Tuition: Form 1098-T from your school supports the American Opportunity Tax Credit and the Lifetime Learning Credit. There is no longer a tuition deduction; the credits are better anyway.
  • Capital gains or losses: Your broker’s 1099-B, which most software imports directly, feeds IRS Schedule D.
  • Receipts: Freelancers claiming a home office, mileage (72.5 cents per mile for 2026), or equipment need the records before they start, not after. The most common deductions are the ones people forget to document.
  • Property taxes: Your county assessor or your mortgage escrow statement has the figure; remember the $40,400 SALT cap.
  • Withholding check: If you owed a lot or got a huge refund last year, adjust your W-4 after you file so 2027 comes out closer to even.

Related:
How To Get Organized To File Your Taxes

How Much Does It Cost To Do Your Own Taxes?

Between $0 and about $174, depending on your return and your software, versus a base fee that averaged $236 for a professionally prepared Form 1040 in 2026 before a single schedule or state return was added, according to the National Association of Tax Professionals’ fee study. That base fee was $162 two years earlier.

For a W-2 filer with a state return, the realistic DIY range is $0 (Cash App Taxes, or Free File if you qualify) to $88 (TurboTax Deluxe). A self-employed filer pays $15.99 to $174. Whatever you pay, don’t let the software take its fee out of your refund; the processing charge for that convenience is pure cost.

The comparison isn’t only price. A preparer’s fee buys someone who signs the return with you and answers the IRS letter if one comes. Software buys the same forms, the same math, and a support line. For a return with fewer than three schedules, the $150 to $200 gap is hard to justify; for a return with rental property or a business, it’s cheap.

Who Should NOT Do Their Own Taxes

Some filers need more than software offers, which is why preparers still make a good living. The test: if every number on your return arrives on a form the software can import, do it yourself. If you’re making judgment calls about what counts as income, what’s deductible, or which entity you are, get help. Here’s our full comparison of a tax pro versus DIY online, and a second look at whether paying someone is worth it.

Taxpayers in these situations will most likely benefit from hiring help:

  • Active investors with options, crypto, or wash sales: Broker imports handle plain stock sales. Cost-basis questions across accounts and exchanges are where a preparer earns the fee.
  • Consultants and freelancers with employees or an S corporation: A solo Schedule C is fine in software. Payroll, a separate business return, and quarterly estimated taxes that went wrong are not.
  • Landlords: One rental with a clean depreciation schedule is manageable. Several properties, a sale in the year, or a 1031 exchange is not.
  • Business owners: Your business return has more moving parts than your personal one, and a mistake in one flows into the other. A CPA, not a storefront preparer, is the right hire here.
  • Anyone who feels uncertain: If you’ve already used the software’s support and still don’t understand what you’re filing, or you think a professional could find a credit you’re missing, pay for the conversation. A tax return review is cheaper than full preparation and catches most of what a first-time DIYer misses.

If you want a professional but don’t know where to start, a virtual service like TurboTax Live is the middle ground: you pay more than the software alone, and you get a credentialed preparer who reviews the return or does it for you, on your schedule.

Frequently Asked Questions

Can I do my own taxes?

Yes. If your income comes from W-2 wages, bank interest, a brokerage account, or a simple side gig, tax software will import the forms and complete the return. Free options exist at every income level: IRS Free File under the AGI limit, Free File Fillable Forms above it, and Cash App Taxes for federal and one state.

What is the easiest way to file taxes?

Tax software with document import, filed early. You photograph or import your W-2, answer the interview, and e-file with direct deposit. Most people finish in under an hour, and the refund arrives within 21 days.

Is IRS Free File the same as Direct File?

No. Direct File was the IRS’s own software; it ended after the 2025 season. Free File is guided software from private partners, free under the IRS income limit, and it continues through at least October 2029.

How much does it cost to file taxes?

$0 to about $174 with software, depending on tier and state. A preparer’s base fee for a 1040 averaged $236 in 2026 before schedules, and adds up quickly for a Schedule C or rental.

Do I need an accountant for taxes?

Not if every figure comes from a form you can import. You do if you own rental property, run a business with employees or an S corporation, moved between states mid-year, had a large one-time event like a home sale or an inheritance, or don’t understand your own return.

When are 2026 taxes due?

April 15, 2027. An extension moves the filing deadline to October 15, 2027 but not the payment; here’s how to file one with tax software.

Final Thoughts

Some people will still file on paper or with the IRS’s Fillable Forms, and both remain legal. Most taxpayers will do better with software: it asks the questions a preparer would ask, finds the credits the paper form never mentions, and files in an hour for $0 to $174. You get to do your own taxes on your own schedule while borrowing professional knowledge.

The exceptions are real, and they’re listed above. If you’re in one of them, the $236 a preparer charges is one of the better deals in personal finance. If you’re not, pick your software from our comparison, set up direct deposit, and file in February.

Editor: Colin Graves

The post How To Do Your Own Taxes In 2027: Free File, Tax Software, Or Paper appeared first on The College Investor.

American Express Business Checking 35,000 Membership Rewards Points Bonus (1% APY; Earn Points With Debit Card Spend)


Update 9/16/26: Bonus increased to 35,000 points. Rate dropping to 1%

Update 1/4/23: Reduced to 30,000 points.

Update 1/2/23: Reminder, this bonus ends on 1/3/23

Update 11/30/22: Bonus has increased to 60,000 points, valid through 1/3/2023. Offer link

Update 10/20/22: They finally increased the interest rate from 1.11% APY to 1.30% APY; Update 8/31/22: Bonus increased from 20,000 to 30,000. Everything else is the same. (ht Trey)

Offer at a glance

  • Maximum bonus amount: 20,000 30,000 60,000 Membership Rewards points
  • Availability: Nationwide
  • Direct deposit required: None
  • Additional requirements: $5,000 deposit; 10 transactions
  • Hard/soft pull: Soft pull
  • ChexSystems: Unknown
  • Credit card funding: None
  • Monthly fees: None
  • Early account termination fee: None listed
  • Household limit: None listed
  • Expiration date: January 3, 2023

The Offer

Direct link to offer

  • American Express is offering a bonus of 20,000 30,000 60,000 Membership Rewards points when you open a new business checking account and complete the following requirements:
    • Deposit $5,000 within 20 days of account opening
    • Maintain an average balance of $5,000 for 60 days after account opening
    • Make 10 or more qualifying transactions within 60 days of account opening (qualifying transactions are mobile deposits, and electronic/online transactions including ACH, Wire, and Bill Payments)

 

Account Details

  • Rewards: Earn Earn 1 Membership Rewards point for every $2 spent on eligible Business Debit Card purchases.
  • Interest: Earn 1.10% APY on balances up to $500,000. (You can have up to 10 accounts altogether for $5M total earning that interest rate.)
  • Points conversion (more on this in this post): If you already have a Membership Rewards-enrolled Card: You can choose to convert points into deposits directly into your Business Checking account or use them the same way you always have – for travel, gift cards, and more. Cash redemptions are .8 cents per point; 1 cent per point for Business Platinum cardholders.
  • Enjoy fee-free ATM withdrawals at 37,000 MoneyPass® ATM locations nationwide.
  • Mobile deposits
  • Pay vendors, bills, and more with one click; online or through the mobile app (iOS only)

The Fine Print

  • To be eligible to earn a Welcome Offer of 20,000 Membership Rewards® points (the “Welcome Offer”), you must meet each of the following qualifying criteria:
    1. Open your first American Express® Business Checking account, which is subject to approval;
    2. Deposit a total of $5,000 or more in “new money” into your account within twenty (20) days of account opening (the new money must also post to your account and appear in your Available Balance within twenty (20) days of account opening). “New money” is defined as deposits that are not deposited from any other American Express® Business Checking account and are not deposited using our Redeem Membership Rewards points for Deposits feature;
    3. Maintain an average balance in your account of at least $5,000 for sixty (60) days, starting on the date that your deposits of new money are equal to $5,000 or greater; and
    4. Complete 10 qualifying transactions within sixty (60) days of account opening. “Qualifying transactions” are defined as mobile deposits, and electronic/online transactions, including ACH, Wire, and Bill Payments made to or from your account. Business Debit Card transactions and deposits using our Redeem Membership Rewards points for Deposits feature are not qualifying transactions. Transfers between American Express® Business Checking accounts held by the same business are not qualifying transactions. Stop payments and transactions that do not post to your account and do not appear in your Available Balance within sixty (60) days of account opening are not qualifying transactions. You are not eligible to earn a Welcome Offer for any accounts opened for a business that currently has or has had an American Express® Business Checking account. 
  • After you have completed all the above qualifying criteria, American Express will credit the Membership Rewards points to the Membership Rewards Program Account linked to your American Express® Business Checking account within 8-12 weeks. We may not credit the Membership Rewards points, or we may take away the Membership Rewards points if we determine, in our sole discretion, that you have engaged in abuse, misuse, or gaming in connection with the offer in any way or that you intend to do so. We may also cancel this account and other accounts you may have with us if we determine abuse, misuse or gaming behavior has been shown. Your American Express® Business Checking account must be open at the time of fulfillment; we may not credit the Membership Rewards points if you or we close your American Express® Business Checking account.
  • The Welcome Offer may be taxable income to you and may be reported on IRS Form 1099. You are responsible for any federal or state taxes resulting from the offer. Please consult your tax advisor if you have questions about the tax treatment of the Welcome Offer.

Avoiding Fees

  • This account has no monthly fees to worry about.
  • There is no early account termination fee mentioned.
  • Incoming and outgoing ACHs are free, and incoming international ACHs are free. Incoming domestic wires are free. Outgoing domestic wires cost $20 each.
  • Foreign Transaction Fee (Foreign Purchases & ATM Transactions): 2.7% of the amount of each transaction after conversion to US dollars

Our Verdict

Pretty sweet bonus for opening a business checking account (we mentioned this rumored account previously). They had a very similar $300 bonus which is now expired in favor of the new 20k points bonus. We’ll add this to our list of Best Bank Bonuses. 

The fine print states that the welcome bonus may be taxable and may be reported on a 1099, presumably at a value or either .8 or 1 cent per point (see below). Regardless, some people will value the points more than $300.  I assume that someone who did the $300 bonus will not be eligible to do this points bonus. Perhaps if they closed the old account they’d be able to then reopen it under the new offer.

Some readers in the comments report getting approved when applying as a sole proprietorship using their SSN and then uploading their driver’s license as your business documents proof.

A few other features of this account are worth highlighting:

  1. The 1.10% APY. A few months ago that was an excellent rate, and it’s still a good rate, but I’m disappointed that they don’t seem to be raising the rate as interest rates rise. And so I’m not counting on seeing this higher, even if regular high yield accounts are offering way more in the future.
  2. The new feature here is the ability to earn 1 point per $2 spent on the debit card. (It’s similar to the personal American Express checking account which has this feature.) Those who signed up earlier for this Amex business checking account get the rewards-earning on their debit card as well.
    • You can check the comments of the prior post on the similar personal Amex checking account for data points on what will work as a ‘debit card’ purchase to get the rewards. As far as I know, there was nothing interesting that was considered a debit card purchase, and thus the points-earning feature is mostly useless. I can still see a scenario of a real business who uses debit-only, for whatever reason, and finds this worthwhile.
  3. There’s a new points conversion feature with this business checking account which allows converting Membership Rewards points into cash. Importantly, you can cash out all of your pooled points through your Amex business checking, not just the points earned on the business checking. Briefly, you’ll get .8 cents per points cashed out into your business checking account, but if you have the Business Platinum you’ll get 1 cent per point. This is a nice new feature which we write about more in a dedicated post.
  4. Also, this new checking account should now be another way of keeping your Membership Rewards points alive when you close out all of your credit card. So long as the points are pooling together correctly, this fee-free account should keep them alive. Previously, the Blue Business Plus/Cash and the Everyday cards were the only fee-free methods of keeping points alive.

Useful posts regarding bank bonuses:

6 AI Mistakes Nobody Warns You About Until Something Goes Wrong



Imagine kicking off a few AI tasks before bed and waking up to an $82,314 bill.

Yes, that actually happened. A small development team’s Google Cloud API key got compromised and ran up $82,314 in unauthorized Gemini charges in 48 hours. Their normal monthly spend was about $180.

Imagine the shock!

But here’s the thing. Almost every piece of advice about using AI well is about prompting better. Write clearer instructions. Give more context. Ask follow-up questions. You know, the usual.

That advice is fine… But it also won’t totally protect you from the mistakes that actually cost you something.

The real risks don’t show up as a bad answer. They show up as a leaked credential, a confidential document sitting on somebody else’s server, or a decision made with way too much confidence in an output that was wrong from the start.

These aren’t beginner mistakes. They’re the ones smart, capable people make because nobody told them to think about it. Six of them, each with a documented incident behind it.

Let’s talk more about them so you don’t make the same mistakes.


Disclaimer: While these are general suggestions, it’s important to conduct thorough research and due diligence when selecting AI tools. We do not endorse or promote any specific AI tools mentioned here. This article is for educational and informational purposes only. It is not intended to provide legal, financial, or clinical advice. Always comply with HIPAA and institutional policies. For any decisions that impact patient care or finances, consult a qualified professional.

With so much noise out there, it’s hard to know who’s actually done what you’re trying to do.

That’s why PIMDCON brings together physicians building real freedom through real estate, entrepreneurship, and smart investing.

Real physician peers sharing proven strategies.

LEARN MORE ABOUT PIMDCON

1. Keep Your Credentials Out of the Chat Window

This sounds like a developer problem. It isn’t.

If you’ve connected an AI tool to anything else, a CRM, a scheduling system, a custom internal tool, you’ve dealt with API keys. Those long strings of characters that let one system talk to another.

The mistake is pasting that key into a chat window to troubleshoot something. Or leaving it sitting in code you shared for review.

Security researchers at Cyble found more than 5,000 public GitHub repositories and roughly 3,000 live production websites leaking ChatGPT API keys in 2026, either hardcoded into source files or sitting in client-side JavaScript where anyone can see them.

The fix is pretty straightforward, but it’s a habit change. Credentials belong in a password manager or a secrets vault. Never typed into a chat, never pasted into a doc you’re handing to an AI.

If you need to reference a key while troubleshooting, describe the problem instead of pasting the actual value. And set billing alerts as a backstop. Alerts catch runaway usage a lot faster than a monthly invoice does.

2. Stop Assuming Your Chats Are Private

Back in 2023, Samsung employees used ChatGPT to troubleshoot source code and summarize an internal meeting. To do it, they pasted proprietary source code and confidential meeting notes straight into the chat.

Three separate incidents in a single month. Samsung banned employee use of AI chatbots shortly after.

Those employees weren’t being reckless. They were trying to work faster.

The problem was an assumption. They treated a chat with an AI tool like a private notebook, when it’s actually a system where what you type may be retained, reviewed, or used depending on that platform’s data policy.

For physicians, the stakes go up. Pasting patient notes into a general AI tool to save documentation time creates a real compliance problem no matter how good the intent, because most consumer AI plans aren’t covered under a Business Associate Agreement.

Same rule for everyone. Read the platform’s data retention policy before you paste anything proprietary, confidential, or regulated into it. When you’re not sure, don’t.

3. Vet Any Plugin Before You Connect It

AI tools increasingly support extensions, plugins, and connectors that let them talk to other services directly. Useful, and also a supply chain risk most people never think to evaluate.

In July 2025, JFrog’s security team disclosed CVE-2025-6514, a critical vulnerability rated 9.6 in a widely used connector tool called mcp-remote. It had been downloaded more than 437,000 times.

The flaw let a malicious remote server run arbitrary commands on the connecting user’s machine. It was described as the first documented real-world case of full remote code execution against a client through this kind of connector, and it hit AI tools including Claude Desktop, Cursor, and Windsurf before it got patched.

Before you connect any third-party tool to an AI assistant, check three things. Who built it. Whether the platform officially verified it. What permissions it’s asking for.

A connector requesting way more access than its stated job requires is a signal. Take it seriously.

4. Check the Output Before You Act on It

This is the mistake that produces the most public, most embarrassing outcomes, because it usually surfaces in front of a customer or a regulator instead of quietly behind the scenes.

In February 2024, a British Columbia tribunal ruled against Air Canada after its website chatbot gave a customer inaccurate information about the airline’s bereavement fare policy. The customer relied on that answer, got denied the discount, and took it to the BC Civil Resolution Tribunal.

Air Canada argued the chatbot was a separate entity responsible for its own statements. The tribunal rejected that completely, found the airline liable for negligent misrepresentation, and ordered it to pay $812.02 in damages.

The dollar amount is small. The precedent isn’t.

“The AI said it” is not a legal shield, and it’s not a professional one either. If you’re putting AI output in front of a patient, a client, or the public, the verification step isn’t friction you can skip. It’s the actual safeguard.

Treat an AI-generated answer the way you’d treat an unverified claim from a junior colleague. Useful. Checked before it goes out the door.

5. Find Out Where Your Old Conversations Live

Most people close a chat window and figure that’s the end of it. Depending on the platform and the settings, that’s not always true.

In August 2025, Forbes reported that more than 370,000 Grok conversations had been indexed and made publicly searchable through Google, Bing, and DuckDuckGo.

Users had clicked a “share” button meant to send a chat by email or text. They didn’t realize the resulting link got crawled and indexed like any other public webpage.

Some of those conversations included personal details, business information, and at least one password. Nobody intended any of that to be searchable. One feature setting made it happen anyway, and similar issues have since come up with other major platforms’ share features.

So if a tool has a share, export, or link-generation feature, go look at how it works before you use it. Especially for business details, unpublished drafts, or anything even loosely sensitive.

Checking a platform’s sharing settings once, before it becomes a habit, is a small task that prevents a very public mistake.

6. Put a Human Between the AI and the Action

AI tools are moving from answering questions to actually doing things. Connecting to email, internal forums, business systems. That opens up a new category of risk: flawed AI guidance getting acted on before anyone verifies it.

In March 2026, Meta confirmed an internal AI agent incident, later reported by The Information.

An engineer asked an internal AI agent to help analyze a technical question posted on a company forum. The agent posted its response publicly without waiting for the engineer’s approval, and the guidance was flawed. A second employee acted on that advice, which inadvertently changed access permissions and exposed a large volume of internal company and user data to engineers who weren’t authorized to see it.

The exposure ran about two hours before it was caught. Meta classified it as a Sev 1, the second-highest severity level it has, and said no evidence emerged that the data was misused or left the company.

If you’re experimenting with AI tools that can send messages, post content, or take actions for you, any workflow where the AI’s output can be acted on without a review step in between deserves real caution.

A human checkpoint isn’t distrust of the technology. It’s the same control you’d put on a new hire handling something sensitive for the first time.


Unlock the Full Power of ChatGPT With This Copy-and-Paste Prompt Formula!

Download the Complete ChatGPT Cheat Sheet! Your go-to guide to writing better, faster prompts in seconds. Whether you’re crafting emails, social posts, or presentations, just follow the formula to get results instantly.

Save time. Get clarity. Create smarter.


Notice What All Six Have in Common

Not one of these involved a sophisticated attacker doing something clever.

The Samsung employees were trying to work faster. The Air Canada chatbot was trying to be helpful. The Meta agent was doing the exact task it was asked to do.

Good intentions, ordinary use, every time.

AI tools rarely fail dramatically. They fail quietly, through a default setting nobody checked, a policy nobody read, or a verification step somebody skipped because the output sounded confident enough.

That caution costs you a few extra minutes here and there. The incidents above cost a lot more.

So, what do you think? Is there anything we missed? We’d love to hear it so share it in the comments!


Download The Physician’s Starter Guide to AI – a free, easy-to-digest resource that walks you through smart ways to integrate tools like ChatGPT into your professional and personal life. Whether you’re AI-curious or already experimenting, this guide will save you time, stress, and maybe even a little sanity.

Want more tips to sharpen your AI skills? Subscribe to our newsletter for exclusive insights and practical advice. You’ll also get access to our free AI resource page, packed with AI tools and tutorials to help you have more in life outside of medicine. Let’s make life easier, one prompt at a time. Make it happen!


Disclaimer: This article is for general informational and educational purposes only. It does not constitute medical, legal, compliance, or professional advice. The information provided here is based on available public data and may not be entirely accurate or up-to-date. It’s recommended to contact the respective companies/individuals for detailed information on features, pricing, and availability. All screenshots, if any, are used under the principles of fair use for editorial, educational, or commentary purposes. All trademarks and copyrights belong to their respective owners.

If you want more content like this, make sure you subscribe to our newsletter to get updates on the latest trends for AI, tech, and so much more.

Further Reading



Sun Belt residents show greatest need of servicing help



Three Sun Belt states reported the worst foreclosure rates in August at the same time national repossessions saw a significant spike, pointing to specific regions and pain points servicers will want to address.

Processing Content

Nationwide, one in every 3,569 properties, representing 40,277 units, recorded a new default notice, scheduled auction or bank repossession last month, according to the latest foreclosure report from real estate data provider Attom. South Carolina came in with the worst foreclosure rate at one in 1,547 homes. Fellow Sun Belt states Nevada and Florida followed at one in 1,920 and one in 2,397 properties, respectively. 

While the three states and several of their neighbors are seeing the gains from an influx of residents over the past few years, newcomers arriving after 2022 purchased homes in a period when mortgage rates more than doubled from levels seen earlier in the decade. With rates remaining stubbornly above 6% since June 2022 and refinances opportunities scarce, upticks in borrower distress have followed. 

Three South Carolina cities were among the five markets experiencing the nation’s worst foreclosure shares, all located in the Sun Belt. The highest share was in Columbia, which reported one filing per 1,232 homes. Spartanburg saw foreclosures on one out of every 1,262 units. Charleston recorded one out of 1,501. 

Earlier this year, a report from LegalShield similarly found heightened foreclosure stress in the South, with payment pressure at its highest since 2019. Surges in required property tax and home insurance costs, rather than rates, are fueling the distress, the company said.  

How the market performed nationwide

Foreclosures last month increased 0.9% from July’s 39,906, which was equal to one in every 3,603 units, Attom found. Filings trended upward across all three types of notices. Compared to August 2025, the number jumped 12.7% from 35,697. 

“August’s data shows that foreclosure activity continues to trend above year-ago levels, particularly in completed foreclosures, which saw a notable annual increase,” Attom CEO Rob Barber said in a press release. 

Lenders completed repossessions on 5,794 homes, rising 21.6% from July’s 4,764 and 42.1% from 4,077 in  the same month in 2025. Meanwhile, new foreclosure starts clocked in at 25,894 properties last month, falling 2.8% from July’s 26,648 units. The latest number of starts headed in the opposite direction year over year, rising 6.8% from 24,254 filings. 

The three most populous Sun Belt states — Florida, Texas and California — reported the greatest number of new starts. The Sunshine State recorded 3,189 starts, with Texas not far behind at 3,126. California reported 2,565 new filings. 

Signs of improving homeowner outcomes appeared in the Midwest and East Coast, with Cleveland, Washington and Providence, Rhode Island, seeing the largest decline in starts compared to a year ago.  

Although the rise in some foreclosure numbers should raise concerns, the trend doesn’t necessarily pose a looming threat to today’s housing market, Attom explained. 

“While some homeowners are still facing financial challenges, overall foreclosure volumes remain well below historical norms and the broader housing market continues to demonstrate resilience,” Barber said. 



Gen AI Is Collapsing Creative Processes


Imagine a photographer reviewing a concept image for an advertising campaign that the client has already approved. He notices a problem: The man in the image is wearing a baseball cap that casts his face in shadow, but his eyes are clearly lit, showing his intense stare into the camera. The photographer’s trained eye tells him immediately that that lighting is impossible. No real-world set up could produce it. The image had been created by a senior creative using gen AI, and the client had loved it. Now the production team has been tasked with recreating—with cameras and human actors—something that reality can’t match.



Old, New, Borrowed & Blue, Vol. 11


In this episode of Rule Breaker Investing, Motley Fool co-founder David Gardner speaks about many different topics, including:

  • A World Series champion offers a lesson about sample sizes and staying with a winning process.
  • An old investing truth finds a new home–in exactly 350 words.
  • Kevin Kelly makes the case for becoming the most improbable version of yourself in an increasingly predictable, AI-powered world.
  • Blueberries: genuinely blue, surprisingly interesting, and even capable of teaching an investor a thing or two about compounding.

To catch full episodes of all The Motley Fool’s free podcasts, check out our podcast center. When you’re ready to invest, check out this top 10 list of stocks to buy.

A full transcript is below.

This podcast was recorded on Sept. 2, 2026.

David Gardner: Once in a blue moon or a new moon or an old moon or a borrowed moon, I queue up a hodgepodge of points that I want to share. They’re not really related to each other. They’re a hodgepodge, but I force them to fit into this mold, something old, something new, something borrowed, something blue. You probably know the expression, don’t you? It’s what brides traditionally are supposed to wear on their wedding day for good luck. Something old, something new, something borrowed, something blue, and while I won’t be providing this on this podcast, you’re also supposed to have a silver sixpence in your shoe. Of course, if you want to locate a dime or a quarter and slip it in your shoe for this week’s podcast, I won’t stop you. It might even give you better luck.

But anyway, as September begins to close out our summer here in the northern hemisphere, it’s time to crank back up this episodic series Old, New, Borrowed, and Blue. We’re going to talk about a World Series lesson for investors and a new home for an old investing truth. We’re going to talk about your most improbable life and the surprisingly Rule Breaker-y blueberry. Something old, something new, something borrowed, something blue. Only on this week’s Rule Breaker Investing.

Welcome back to Rule Breaker Investing. I’m going to welcome myself back to the United States of America because for the last 10 days or so, I’ve been traveling in London, in the U.K., and then in Dublin, in Ireland. I had so much fun with friends new and old speaking of something old, something new at Investicon the Dublin-based one-day investor conference for I would say for Foolish investors, people like me, I hope you, two, people playing the long game, people who believe picking stocks is a worthy discipline. You can do better than the averages and sharing information with each other as to where the world’s headed and what might be a good stock pick. Investicon was so much fun.

I want to thank, in particular, Emmet Savage. I was honored to have him as my interviewer. As we spent 45 minutes together in front of the audience, there was a fun panel the entire event was exquisite from start to finish. It was at an old pub in Dublin, and I loved it. Thank you again to the Investicon crew, to MyWallStreet, which is the company behind Investicon. Thank you for the invitation, and if you’re a college football fan, you might know that I went to the University of North Carolina, and they played a football game in Dublin a couple days later. I hung around to watch that, and wow, my team actually won for once. This was a delightful time, 10 days in August spent in the U.K. and Ireland.

Yeah, I’m just back now. I think I got like three hours of sleep last night because, yeah, I’m not awesome at adjusting my hours when I take planes over and back long distances. Maybe you are. If you have a tip, by the way, for me, our mailbag is [email protected]. That’s the Rule Breaker Investing Mailbag. There are five Wednesdays here in September, and the fifth Wednesday will be your mailbag. If you find yourself moved by anything we talk about old, new, borrowed, blue this episode, if you have a tip on better ways to handle long-distance flights. I mean, it wasn’t a big problem for me, but I find I never really can get a sound night’s sleep.

The first couple of nights in either direction, [email protected]. I just mentioned September. Yeah, five Wednesdays, one of them will be the Market Cap Game Shows. I’m certainly excited about the Market Cap Game Show, as I always am in a few weeks. Welcome to more challengers to next year’s final four. I also want to mention next week’s podcast will be looking back 10 years later at five low-risk stocks for the year ahead. One of those, let’s see how stock picks 10 years ago did. As of next week, I’ll have the updated numbers, stories, and lessons as always. One thing I love about Rule Breaker Investing is, I think we’re playing like the only game out there. I’m not sure of any other podcasts that are reviewing live picks made on that podcast 10 years later. In fact, if you know of one, I’d love to meet them. We should have them on this podcast, [email protected].

All right, old, new, borrowed, and blue. We’re going to start, of course, with old. I recently came across this essay, something that I’d shared with Motley Fool Stock Advisor members 17 years ago. It read like yesterday. I just thought it makes such a good point. It’s a timeless point, one that could be made in any given year. I’m warming this one back out of cold storage as I bring you the opener to the April 2009 issue of Motley Fool Stock Advisor.

I wrote the following on baseball’s opening day of 2008, the Philadelphia Phillies opened at home before a sellout crowd. Gave up five runs in the ninth inning and lost 11 to six. The next game, again, before their home fans, they couldn’t muster a single run, and they lost one to nothing. Those two losses were to none other than the Washington Nationals, the single worst team, as it turned out, in Major League baseball that year. After dropping two out of three to the Nats, the Phillies went on again to lose two out of three to another 2008 loser, the Cincinnati Reds, six games, four losses against what was, in retrospect, witheringly inept competition. Imagine the fan who, after watching his first six Philadelphia Phillies baseball games that year, canceled his season tickets. They’re not getting it done. I’ve had enough of this. I quit. The Philadelphia Phillies went on to win 92 games, won the National League East, coasted through both of their postseason playoff series, and then took the World Series championship, rather easily, four out of five from the Tampa Bay Rays. But back to the Fickle fan, his mistake? From too small a sample size of results, he arrived too quickly and firmly at a thoroughly wrong judgment.

To the many new Motley Fool Stock Advisor members joining us here in 2009, I want to make sure at the outset that you approach our service properly in both mind and deed. You’ve joined our service in order to make a long-term commitment to buying superior stocks. The best way to use this tool is therefore frequently and often. If you only dip your toe in a little bit here and there, you risk making the same mistake of the Phillies so called fan. Here’s why. Stock Advisor member Spurle Jenks, that was his screen name, Jason is a bioinformatic scientist keenly interested in investing, who claims, in his own words, and I quote, a habit of overanalyzing things. He recently posted a statistical study of this service on our discussion boards. He drew sets of stocks at random from our scorecard in different portfolio sizes ranging from five stocks to 70 stocks and simulated each increment 10,000 times. He discovered that if you buy five random stocks off our scorecard, you will beat the market 71 percent of the time. If you buy 10 random scorecard stocks, you will beat the market 83 percent of the time. If you buy 20 completely random Motley Fool Stock Advisor stocks, you beat the market 92 percent of the time. Those who’ve bought 50, I know you’re out there, you beat the market using this service in excess of 99 percent of the time.

This issue kicks off our eighth year of Motley Fool Stock Advisor at 24 picks per year over seven years. We’ve now selected more stocks, 168, than a Major League baseball team plays games in its regular season, 162. We’re certainly not claiming any world championships, but we will point out that each of those 168 picks averages beating the market by 30.3 percentage points. Now, who’s going to get more from Motley Fool Stock Advisor? The dabbler who only attends a few ball games or the true season-ticket holder. Both in terms of prosperity and peace of mind, it is the latter 10,000 times over. Welcome to our ball game. Play ball.

You know what I still like about that piece, it’s now 17 years later is the reminder that a good process deserves a sufficient sample size. Stock Advisor was already 7 years old when I wrote that. We’d made, as I mentioned, 168 recommendations. Yet any individual member could still turn a large body of evidence into a tiny personal experiment by just buying two or three of the stocks and deciding whether, in their minds, this whole Motley Fool thing works or not. Six games. Don’t make a baseball season. A handful of stocks don’t make an investing career. Give a proven process enough at-bats to let your own experience of it become statistically meaningful.

Before we move on to something new, I do hasten to point out, when was that written exactly, that essay? It was the spring of 2009. Just to give it full context for you now, here in 2026, it was written and published to Stock Advisor members in April 2009. The stock market had peaked in October 2007. At the time this piece was published, investors and our members had experienced the worst bear market of my investing lifetime. This piece was written at the bottom. I wasn’t writing, give the process enough at bats during an easy bull market. I was welcoming stock advisor members after they just watched one of the most brutal collapses in modern market history. I was telling them in effect, don’t judge the whole season by the terrible stretch you’ve just lived through. Something old.

All right, well on to something new. Something new. Well, I’m thinking right now about RuleBreakerInvesting.com. That was the website launched in conjunction with my book a year ago. That site, which I’m going to mention a little bit about in a sec is still new in my mind, since it was released less than a year ago as my book came out. I want to tell you about a few things on that site, including what I’ll be sharing with you briefly. First of all, in support of Rule Breaker Investing, there is a free downloadable bonus chapter to the book, which you can obtain at that site, RuleBreakerInvesting.com. There’s also a free PDF guide if you’re part of an investment club and you want to bring a little bit of Rule Breaker religion to the rest of your investment club members. Well, we’ve got you covered with the Rule Breaker Investing club guide for club discussions around the book.

Of particular interest to podcast listeners, that would be you, if you’re hearing me. We’ve taken some pains to pull back many of the episodic series and order them one after another. For example, this podcast, as you know, is Old, New, Borrowed, Blue, Volume 11. An easy way to find volumes one through 10 is at RuleBreakerInvesting.com under the podcast tab. Whether we’re talking about my authors in August interviews or pet peeves or pet perks or mental tips, tricks and life hacks, or yeah, sure, old new, borrowed, and blue. They are all arranged and curated right at that site.

While my regular listeners may have already heard some of those, and you feel like you don’t need to go back and revisit, although it’s an easy way to find something you’d like to revisit, I think it’s very effective for recommending to new people in your life, people who are starting to show interest in the stock market, people who want to know what investing actually means, where the word comes from, and how to break the rules. I want to thank at The Motley Fool, Brian Richards, my captain of all things Rule Breaker, for the effort that he and our team have made to take this podcast and out of the regular flow of just one after another that drop below the fold after a certain number of episodes, whether on Spotify, Apple Podcast, et cetera, instead have them sitting there, living, breathing a library of some of our best episodes.

I’ll also mention that we just added a section there called signature episodes, which you’ll see at  RuleBreakerInvesting.com under the podcast tab. Those would be like six or seven of my very favorite episodes of all. If there’s the greatest hits now in our 12th year of this podcast, well, those are conveniently arranged under the signature episodes. A little bit then about RuleBreakerInvesting.com. Now, something else that’s there for you are 11 blogs. I decided in advance of my book being published that I would blog, and I made a point of making every one of the blogs short. I remember my editor, Craig Pierce, at Harriman House, my publisher for the book. When I first got to know Craig, he said, he’s British. Said, David, do you know what people like? I said, Craig, what do people like? He said, they like short books. I said, I also like short books, Craig, many people like short books. He’s like, Exactly. Let’s write a short book, which is what I tried to do for my final stock market book, Rule Breaker Investing.

In support of that, I decided I’d write some short blogs, 350 words each. In fact, exactly 350 words because I have fun sometimes with math and words. But each of those blogs is right there for you. I’m going to share one right now with you, again, a short blog for something new. It’s one of my cardinal points. In fact, I dedicated a portion of Chapter 5 in my book, habit Number 5, five percent max initial position, one of our six habits for the Rule Breaker investor. In the book itself, I dedicated a short section to this very point.

Although these words are original for this blog, let’s get started without further ado. Stocks always go down faster dot dot dot. Stocks always go down faster than they go up, but they always go up more than they go down. Today’s thought, too long for a gravestone, is one of my epitaph prospects. It starts. Stocks always go down faster than they go up. Whether in a day like Oct. 19, 1987, or a month, the COVID crash of March 2020, market drops happen fast. With our instincts toward loss avoidance, we tend to panic out of things. By contrast, bullishness or the persistent willingness of lots of people to propel a stock upward isn’t triggered by single events. We need evidence to build over time, and so stocks go down faster than they go up.

But then there’s the second part. They always go up. More than they go down. Look at any graph of the American or global markets over time, and the line runs lower left to upper right. The longer your view, the bigger the mountain. That is the stock market’s truth. Not over the last year, perhaps, or the next, or some era cherry-picked by a market bear, that is the market’s truth over the period that matters, the long term. Your lifetime. Yes, stocks go down. The average bear market studies show lasts about 18 months, usually a very unfun 18 months. But two years in three, the market rises. One year in three, it declines. You do the math and play it forward. That’s why the average bull market lasts for years. F. Scott Fitzgerald wrote, and I quote, “If you can keep two opposed truths in your mind at the same time, that’s genius.” Today’s food for thought, bolded in my first two lines at the top, asks each of us, with Fitzgerald, to show some genius. The best way most of us are going to make the most money in our lives is to invest in the stock market, leave it in the market, and add more as we save going forward. That’s just as true today as 50 or 100 years ago. Stocks always go down faster than they go up, but they always go up more than they go down. There you have it.

As I mentioned, exactly 350 words. Doesn’t take too long to read them, something new this week. Even if the central thought, well, isn’t really new at all. In fact, maybe that’s part of what I like about writing these blogs. I’m not necessarily trying to invent a new investing principle every 350 words. Some ideas deserve to be encountered again in a different form at a different moment in our lives. Stocks always go down faster than they go up, but they always go up more than they go down is one of those for me. The first half helps us understand why investing can feel so bad sometimes, and the second reminds us why we keep doing it. Anyway, well, that is one of 11 blogs at RuleBreakerInvesting.com. If you’d like to read 1-10 of the others, they’re all there for you. I’ve never been a blogger per se, but I’ve sometimes thought it might be fun to write short pieces recurringly here and again. In a lot of ways, this podcast is my opportunity to create on a weekly basis, and I have, in fact, done it every week, going back to July 2015. It’s a regular rhythm for me, but I always think of myself as a writer first, and so it’s a pleasure to share those 11 blogs with you if you find yourself interested in them.

Before we move on to something borrowed, there’s a fun connection to new and old here. Since we’ve just covered something old and new, your new says, basically what we just talked about, give the market enough time. But something old a few minutes ago said, in effect, give your strategy enough attempts, shots on goal, if you will, swings at the batter’s plate. Both of them are warnings against allowing a small sample, whether a frighteningly short period of market history or just your first handful of stock picks. I’m warning you against dictating a long-term conclusion from smaller sample sizes.

Let’s move on now to something borrowed. It’s never hard for me to borrow from Wired co-founder, futurist, writer, genuinely good human being, all the above, Kevin Kelly, who, by the way, most recently appeared on this podcast just earlier this year, and I totally recommend you go back and listen to that. But in that podcast I mentioned that Kevin does blog. He blogs, I’d say every seven or 10 days. There’s not a regular date or time, but every one of his essays I find extremely compelling, and while I’m not going to share one of his essays here, it’s his work after all. I’m definitely going to quote liberally from some of the passages that really have helped me think about how to live a better life, and that’s why I want to share something borrowed with you through his essay, Your Most Improbable Life. Now, this is a free essay. If you go on Substack or just Google Your Most Improbable Life, Kevin Kelly, you can read the essay in full. It’s a little bit longer than 350 words, but it’s not a long essay. It made a huge impression on me when I first read it some months ago, and that’s why I want to borrow it and share it with you this week.

The first paragraph goes like this, “Your life’s goal should be to become the most improbable person you can be. Your path, your character, your life should be the most unlikely, the most unexpected, the least predictable version you can make. Improbable lives have fewer competitors, more unique rewards, and are harder to replace with AIs since AIs run on the predictable. This is true whether you favor traditional humanist directions or work on a frontier.” He goes on to talk more about that. In fact, he addresses entropy, and physicists generally understand entropy as the final state of all things. Everything tends toward entropy, and that would be some combination of disorder, but also inertia stasis. Everything is slowing down and wanting not to be organized. As Kevin says in the essay, that is predictable. Entropy is predictable.

He then goes on, and I quote. “Every single individual creature alive on this planet is highly unlikely, compared to the empty vastness of the universe. As humans, we have added yet more complexity into the environment by inventing technology, opening up immense new regions of possibilities and countless new ways to surpass the past. Every year, we collectively make it easier and easier to make something new that the universe has never seen before, not just on Earth, but in the universe, we are complex enough that our life will never be repeated nor anticipated on any planet, in any galaxy in any part of the universe. No matter what you do, the sum of your life is unique and unrepeatable.” He talks more about the improbability of it all. He reminds us that when the Big Bang banged its way forward about 14 billion years ago, you just think about all of those atoms shooting off of the Big Bang, and a lot of them are hydrogen atoms just in big clouds.

If you just think somehow all of that conspired 14 billion years later for you to be who you are, standing, sitting, jogging, whatever you’re doing during this podcast, those atoms found their way into you and to me and into this world that we’ve helped create together. It is so incredibly improbable to think about where those atoms started and how they’ve ended up where they are today, and improbable, of course, in the most beautiful sense of the word.

Then, in his essay, Kelly goes on to say, but it can be even more improbable. He writes, “The authentic you, your particular mix of talents, native abilities, personal inclinations, genetic limits, life experiences, and ambitious desires, points to a mixture that is distinctly unique if it is allowed to blossom. The further you move in that direction, the more you like you become.” He closes with three implications of, again, Your Most Improbable Life, the title of the essay, Three Implications, if you want to embrace this thinking and become the most amazing you.

First, and I’ll quote him directly here to close. “The more wish you become, the less competition you have, because you’re occupying your own niche. Less competition means you don’t have to be in a race. You can relax and focus on your strengths. You have the space to become even more you and even less likely. Second, the more you occupy a category of one, the easiest it is for you to appreciate this trait in others. It becomes easier to see past the conventional to identify authenticity and to encourage the improbable in others. For some people, that makes them great friends and mentors. For others, this makes them good in backing and investing in the work of others on their way to being improbable. Finally, third, the less predictable you are, the less likely you are to be replaced by AIs. Machines are efficient, and they are powered by the predictable. Current LLMs are trained to generate the most predictable solution. So far, they’re not very good at duplicating what a creative, one-of-a-kind improbable human can produce. To distance yourself from the machines, aim to be as improbable as you can be, and that’s where your most Improbable life leaves off.”

I’m going to mention our mailbag again because I really feel like this is something to think more deeply about. If you have a story, a reflection, a challenge, anything about your most improbable life, Hey, maybe you have something about something old or something new, too, I encourage you to remember [email protected]. The date was February 4th of this year. The title to the podcast Let’s Talk About the Future in 2026 with Kevin Kelly. That was Kevin joining us seven months ago, most recently, his third appearance on this podcast. Before we move on to something blue, I would be remiss if I didn’t mention that I pay for Kevin’s essays over Substack. I don’t think I pay any other blogger anywhere, and I’m generally somebody who looks for free content on the Internet. I bet I’m not the only one, but with joy and with no elbow twisting, I freely choose to pay Kevin for his wonderful, thoughtful, amazing, futuristic heartfelt, and authentic, honest words that pop up every seven or ten days in my inbox, and I completely recommend the same to you. Almost every one of those essays I’ve saved and put somewhere in my second brain, finding a place somewhere in my digital life where I want to store it so I can come back and see it again later when it matters again to me. I am a huge fan boy of Kevin Kelly. I think you already know that if you’re a regular listener. If you’re just hearing all this for the first time, take a look.

Something old, something new, something borrowed, and something blue. We’re going to keep this simple this time: blueberries. Blueberries are awesome. I just want to state a few things, facts about blueberries for something blue. First of all, they’re genuinely blue, and that’s rarer in nature than you may think. Blueberries are actually blue. No. 2: Everybody knows this, I think, but they’re nutritional overachievers. Did the math here, a cup is only about 84 calories with roughly 3.6 grams of fiber and a meaningful dose of both vitamin C and vitamin K. They’re also rich in anthocyanins and other polyphenols. You don’t need to overindulge in them, but I try to have a little cup of them every morning. They are a true super food. They’re simply a very nutritious whole fruit. Reason No. 2 for something blue, of course, the super food status here.

No. 3, this one to my fellow North Americans. They’re deeply North American. Wild blueberries grew here long before any Europeans arrived. Indigenous peoples, the original Americans, ate, preserved, and used them extensively, so MCA. No. 4, they’re one of the few foods that work almost everywhere. Think about it. Fresh? Sure, but frozen. Pancakes? But also muffins, and let’s not forget pie and yogurt, smoothies, of course, salad, jam, or just straight out of your hand. Frozen blueberries retain much of their nutritional value. You should know that. Blueberry season can effectively be 12 months long. Finally, and this brings us right back into our investing wheelhouse blueberries are perennial compounders. This is where I’m going to get Rule-Breakery here, because if you plant a blueberry bush and care for it properly, it can produce fruit for decades. You don’t dig it up after it has a good or bad quarterly earnings release, you nurture the underlying organism, you let it mature. You harvest increasing quantities, over time, little blueberry dividends, if you will.

Reason No. 5 that blueberries are awesome, is that they are perennial compounders. Now, fellow Fools, I’m quite sure some of you are like, Dave, I already knew that. I knew No. 1, No. 2, I knew they were a North American, and of course, they go lots of different foods. Perennial compounders got it. I’m going to challenge you here at the end. Did you know this? Because bonus Reason No. 6, that blueberries are awesome, is that blueberries are berries. Because guess what? Strawberries aren’t berries, and bananas are berries. It’s true. In botany, a berry is a fleshy fruit. I’m pulling this from the Wikipedia page on berries produced from a single flower containing one ovary. Berries so defined include grapes, currants, and tomatoes, as well as cucumbers, eggplants, persimmons, and bananas, but exclude certain fruits that meet the culinary definition of berries, such as strawberries and raspberries, and I will editorialize again here, which are not berries. I think what I particularly love about this last point and how Rule-Breakery it is is that I also find, in addition to berries, the stock market itself is not the only place then where labels occasionally mislead and fail us. Something blue.

That’s pretty much it this week. What I love about something old, new, borrowed, and blue? This is our 11th volume in the series. The other 10, I hope you’ll enjoy. You know, I just get to go for a hodgepodge, which, by the way, is kind of a synonymous word with Motley. Anyway, to review something old. Six games don’t make a baseball season, and a handful of stock picks don’t make an investing career. Give a good process enough at-bats and enough time to show you what it really is. Something new. Stocks always go down faster than they go up, but they always go up more than they go down. The first half explains some of the fear of investing. The second half explains why optimism pays. Then something borrowed, Kevin Kelly encouraging us to make ourselves to make yourself increasingly improbable, to become more you-ish, occupying your own category of one there’s less competition, certainly more authenticity and perhaps in an age of increasingly capable AI, more distinctly and irreplaceably human. Then finally, something blue, I had to do it. Blueberries, nutritious, genuinely blue, deeply North American, delicious, and almost anything perennial compounders, and unlike strawberries, actually berries. Fool on.

India Beat the US Market Since 1998: The Investing Lesson Every Young Investor Should Know | FWS



Download 1% Club App Now!

Kalpen Parekh is the Managing Director & CEO of DSP Mutual Fund, with over 25 years of experience in investing and asset management. In this conversation, he shares lessons from decades of observing investor behavior, explains why long-term discipline consistently outperforms short-term predictions, and discusses the principles that shape his investment philosophy at DSP Mutual Fund.
The discussion covers behavioral mistakes investors repeatedly make, why bear markets create the best opportunities, portfolio diversification, asset allocation, valuation-driven investing, sector cycles, India’s long-term investing outlook, AI and global investing, SIPs, compounding, and the importance of building resilient portfolios instead of chasing popular themes.
If you’re looking to become a more thoughtful long-term investor, this episode offers practical frameworks rooted in first principles rather than market noise.

Kalpen Parekh’s LinkedIn:

Subscribe:
The 1% Club:
YouTube:
Instagram:
LinkedIn:
Sharan Hegde:
Instagram:
LinkedIn:
Twitter/X:


Sharan Hegde is a personal finance creator & founder of the 1% Club, simplifying money, markets, and mindset for India’s next generation of wealth builders.

Timeline:

00:00 – Introduction
01:37 – Investing Behaviours of Indians
05:36 – Biggest Investing mistake youngsters make
07:55 – Bear Markets vs Bull Markets
09:31 – Principles of Investing for Young Investors
14:17 – “I don’t know, I don’t care” Principle
15:25 – OpenAI Ex-Employee made 15 billion?
18:00 – AI Stocks : Hype or real?
20:35 – How to invest during currency depreciation?
22:07 – Best sectors to Invest
27:00 – Investing in India vs China
31:19 – “The Biggest Mistakes I’ve Done”
34:09 – How often should you change your portfolio?
36:25 – Best Investing advice & learning from Buffet
38:29 – Conclusion

#financewithsharan #finance #sharan

source

How to Find People Ready to Sell in Any Real Estate Market in 20 Minutes


I’ve had my real estate license since 2016. For the first couple of years that I was trying to find my own deals, I did what basically every new investor does: I drove around and looked for the house with the sagging gutters and the boat in the driveway that hadn’t moved since the Clinton administration, and I’d write the address in my phone as if I’d just found buried treasure.

Then I’d spend a week tracking down the owner, finally get them on the phone, and learn the house was worth $240,000 with $228,000 owed on it. The owner would have had to show up at closing with a cashier’s check just for the privilege of getting rid of their own house, so that call ended about 90 seconds after it started.

I burned a lot of Saturdays that way, and I lost $40,000 on a flip during roughly the same stretch, so I’m not writing this as a guy who had it figured out early. I’m writing it as a guy who wasted enough time to eventually change the order in which he does things.

These days, I’m mostly hunting land and RV parks in any town with a Dollar General in Texas, and the 20 minutes I’ll outline is what I run before I ever get in the truck. It works about the same in a rural East Texas county as it does in a suburb of Phoenix, because the logic underneath it doesn’t care where you are.

Nobody Checks the Math

The mistake is the order of operations, and it’s a sneaky one, because chasing distress feels productive while you’re doing it. 

Distress is visual: peeling paint, tall grass, and a code violation notice taped to the door. Your brain sees that and fills in a whole story about a motivated seller, so you spend the next three weeks deep-diving into everything you need—until learning that the owner pulled cash out in 2022 and physically can’t sell without bringing a check to the closing table.

Equity is what makes a deal possible at all, and every other signal you get excited about only tells you whether the owner wants a deal or not. Run those in the wrong order, and your list fills up with people who would love to sell you their house and legally can’t.

So gate for equity first, then layer on the reasons somebody might be tired of owning the thing. Lists built in that order come back much shorter, which is fine, because a list only has two jobs, and being long isn’t one of them.

The Target

When I’m driving neighborhoods and see a property that’s clearly been neglected, what I’m actually looking at is evidence about a person rather than an address. 

Somebody stopped showing up. Maybe they moved three states away, and the place turned into a chore they handle over the phone. Maybe they inherited it, and nobody in the family wants to be the one who deals with it. Or maybe they’re 81 years old, and the yard finally got to be too much. The house is just the part you can see from the street, and the situation underneath it is what I’m actually trying to read.

So the rundown house sends me to the data now instead of straight to a mailing list. I’ll pull up the address in PropStream on my phone right there, and within 15 seconds, I know:

  • Who owns it
  • What they paid
  • When they bought
  • What’s still owed
  • Whether they live anywhere near it 

The 20 Minutes

Here’s the actual sequence. The whole thing is built to fit inside a lunch break because a process you dread is one you run exactly once.

Minutes 0 to 3: Draw a box you can service

Pick a county, or three or four ZIP codes inside one. I understand the pull, because the filters will happily hand you 90,000 properties, and a number that big feels like an accomplishment. But you can’t mail 90,000 people, and you definitely can’t follow up with them. 

Pick the area you would actually drive to on a Tuesday afternoon. If you’re not sure where that line sits, draw it tighter than feels right.

Minutes 3 to 8: Gate for equity

This is the whole ballgame, which is exactly why it goes before anything else. I set the estimated equity at 50% or higher, and I’ll usually run a second version that’s free and clear only, just to see how far apart the two numbers are. 

PropStream has more than 165 filters, and it’s genuinely easy to get lost stacking a dozen of them on your first pass, so fight that urge for a few minutes. 

Minutes 8 to 14: Layer the burden signals

Now you add the reasons, meaning the circumstances that make somebody ready instead of merely able. These are the ones I lean on:

  • Absentee or out-of-state owner, because distance turns a rental into a chore, and a chore eventually turns into a decision.
  • Owned for 10 years or longer, because long tenure plus high equity is the profile of somebody who already made their money and is now mostly maintaining a roof.
  • Tax delinquent, because people rarely stop paying on something they still feel good about.
  • Vacancy, since an empty house costs money and produces nothing, and that combination wears on an owner faster than you’d expect.
  • Pre-foreclosure, probate, and inherited property, which you either handle with real human decency or stay out of entirely.

PropStream keeps about 20 pre-built lead lists covering most of those, which is a decent way to learn what the filters do before you start building your own.

Minutes 14 to 17: Sort by signal count

Don’t treat the results as one flat pile. Count how many signals each property hit and let that set your priority order, so the ones carrying three or four reasons sit above the ones carrying a single reason. 

When a house is vacant and tax delinquent and owned by somebody living in another state, though, you’re not really guessing anymore, and that’s a call you make this afternoon rather than a postcard you mail in nine days.

Minutes 17 to 20: Split the list and send it

Take the top slice, however deep your budget goes, and skip trace it so you can call and text. Everybody else gets mail, because mail is cheap and patient and doesn’t mind waiting on people.

I’d rather call 40 people than mail 400, and the entire point of the first 17 minutes is to make sure those 40 are the right 40.

Skip tracing is included on PropStream’s Pro and Elite plans, and it’s the secret weapon for getting in touch with the right decision-makers at properties.

What I Actually Say First

Keep it short, and do not open with: “I want to buy your house.”

Something closer to this: “Hey, this is Garrett. I buy property here in the county, and I came across your place on Old River Road. Are you open to an offer on it, or is that not something you’d consider?”

That last clause is doing most of the work. You’re handing them an easy way out of the conversation, and the people who don’t take it are telling you something worth knowing.

Final Thoughts

Same box, filters, and 20 minutes. What you’re hunting on the second pass is the new names, the ones that weren’t there in the last pull, because a property that just went tax delinquent or just picked up a vacancy flag is a much fresher situation than one that’s been sitting in your CRM since spring.

Most people do the opposite of all this. They run one enormous search, get buried under 4,000 addresses, feel vaguely guilty about it for a couple of weeks, and never open the software again. 

The version that works is unglamorous and a little boring. You keep the box small, you keep the list tight, and you put the same 20 minutes on your calendar every month until you’re the person already in the conversation when somebody decides they’re done with the place. That decision usually lands months before they think about calling an agent, and those months are the entire advantage.

Ready to build your first list? PropStream gives you access to data on more than 160 million properties nationwide, 165+ filters, and built-in skip tracing.

Statement On Non-Solicitor Municipal Advisors’ Role In Disclosure



This post was originally published on sec.gov.



Sponsored Links by DQ Promote

This entry was posted in Politics, Legal & Regulation and tagged securities and exchange commision. Bookmark the permalink.