Quote from @Dave Foster: @Howard Cheng, Qualified and non-qualified use only applies to the period of time you owned your replacement property (the converted property). 

Again, the BiggerPockets store has some books on this topic, or you can learn about it by watching podcasts, reading blogs, and interacting on the forum.

But I can't help but think that I could benefit from the occasional discussion about real estate strategies or bounce opportunities off one another.Coach Carson's RPM program details below:Cost: ~$2500/yearBenefits (form Website):Personalized Coaching: Members receive direct support and feedback from Coach Carson and selected coaches, including monthly group coaching sessions, one-on-one "hot seat" calls, and small group coaching within Action Teams.Action Teams: These are accountability groups of 8-10 members that meet weekly over a three-month period to set and achieve goals, fostering perseverance and resilience among participants.Comprehensive Resources: Members have access to a repository of documents, systems, checklists, and more in the community swipe file, including tenant screening criteria, due diligence checklists, and rental analysis spreadsheets.Exclusive Community: RPM offers a private community of like-minded investors who prioritize time and freedom over scaling rapidly, providing a supportive environment for shared learning and growth.The Group Targets:Investors with experience owning 1 to 8+ properties, whether short-term (e.g., Airbnb), mid-term, or long-term rentals.Individuals who are coachable, hardworking, and value time and freedom over aggressive scaling.

But these ones I did deals with did such a good job lying as they somehow managed to fail themselves upwards, that my experience from these interactions left such a bad impression on me that I may forever remain skeptical. 

Diversify - not only for risk but to also learn more about being an LP. see how GPs interact, communicate etc.

I learn best through personal interactions and seeing things being done.Some benefits to the training were:1.

We have an interactive map on our platform that will show you how specific zip codes are performing!

You can interact with them and learn more abuThat said, indeed it is difficult to house hack and scale up in NYC.

Knowing that AI has natural language processing skills, I was hoping to see if it's possible to point, teach, interact, and then pull back responses for prospecting purposes.

If you have a local group or even just a few friends over, I could give that presentation and have an interactive discussion.