This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Meet GPT-Red: an LLM super-hacker OpenAI built to make its models safer OpenAI has built an LLM super-hacker called GPT-Red that it uses as a sparring partner to help its other…
By layering depreciation, safe harbor deductions and cost segregation strategies, real estate investors can legally reduce taxable income and significantly increase the after-tax cash flow they keep from their rental properties.
In my first tech company, I stayed too deep in execution for too long — still closing deals, managing sales and operating in the weeds even as the business scaled — until I realized the very habits that built early success were the same ones limiting its long-term growth.
By layering depreciation, safe harbor deductions and cost segregation strategies, real estate investors can legally reduce taxable income and significantly increase the after-tax cash flow they keep from their rental properties.