#cost-considerations

#cost-considerations

David Keen emphasizes that wars can serve as tools for political control and economic gain, often benefiting those in power while complicating the path to peace.

Heat looks like validation, and validation looks like safety. It is hard to ignore a sector when customers start leaning forward at the same time investors do. Still, the more cycles I have lived through in competitive technology businesses, the more I see heat as an optical illusion. It sharpens whatever is easiest to notice and blurs the underlying mechanics that determine who or what holds control.

At lower portfolio sizes, income investing feels like something of a compromise. A 4% yield on $200,000 gives you $8,000 a year, which is barely $667 a month, so it's supplemental income at best. However, jump up to $500,000, even a moderate 5% blended yield can produce $25,000 a year, or right around $2,080 monthly.

Markup is how much you add to your cost to get your selling price. If something costs $10 and you sell it for $15 , you added $5. That's a 50 percent markup on your cost. Where people get confused is that markup isn't the same as margin, even though the terms get used interchangeably all the time. Margin measures profit as a percentage of the selling price, and markup measures it based on your costs. Same dollar, different percentages.

Setting aside a designated day to switch utility providers will pay dividends in the long run

We're living in a token economy. Each piece of content -- words, images, sounds, etc. -- is treated by an AI model as an atomic unit of work called a token. When you type into a prompt in ChatGPT, and you receive a paragraph in response, or you call an API to do the same thing inside an app you've built, both the input and the output data are counted as tokens. As a result, the meter is always running when you use AI, racking up costs per token, and the total bill is set to go higher in aggregate.

Looking back, it's easy to spot the moments where things could have gone differently. At the time, each financial decision felt justified, and sometimes even smart! Whether it was driven by optimism, pressure, or a belief that I could "figure it out later," I made choices that seemed reasonable in the moment but were costly over time. What surprised me most wasn't just the money lost, but how similar the underlying mistakes were.

It's about replacing entire layers of business process management with intelligent systems that route work, make recommendations, and execute decisions autonomously. PEGA builds workflow automation and CRM software specifically designed for this transformation. The company generates $1.73 billion in trailing revenue with a 16.1% profit margin, focusing on AI-driven customer engagement and process automation. Recent quarters show dramatic profitability improvement, with Q1 2025 delivering $85.4 million in net income after the company posted losses in 2022.

The emergence of so-called "agentic AI," systems that can perform tasks independently and support decisions, plays a central role in this. Two-thirds of respondents believe that there is currently more hype surrounding agentic AI than previous technological developments. At the same time, three-quarters are still discovering how this technology can be used effectively. According to Basware CEO Jason Kurtz, the time for experimentation is over; executives expect concrete results.

With the Supreme Court potentially poised to invalidate recent tariffs, organizations face a confusing scenario. Having clear visibility into contract terms - such as price adjustments and renegotiation provisions - is essential to navigating this volatility. Come join us on at 1 p.m. ET on Jan. 27 for this CLE-approved webinar, where we'll discuss the current state of the tariff conundrum and explore strategies for achieving contract visibility with the latest AI innovations.

Step away from those individual stocks. Forget I bonds and laddered portfolios of individual Treasury Inflation-Protected Securities. If you're a satisficer, they're not for you. Reduce your number of accounts and the holdings within them.A portfolio with fewer moving parts is easier to oversee and simpler to document in case your loved ones or a financial advisor needs to take the wheel.