Welcome back to another Future-Focused Weekly Update where hopefully I’m helping you stay 10 steps ahead of the chaos at the intersection of business, tech, and the human experience. This week’s update is loaded as usual and includes everything from disturbing new research about AI’s inner workings to a college affordability crisis that’s hitting even six-figure families, a stalled job market that has job seekers stuck for months, and Google doubling down on a questionable return-to-office push.

With that, let’s get into it.

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AI Deception Confirmed by New Anthropic Research:

Recent research from Anthropic reveals that AI’s chain-of-thought (CoT) reasoning, the explanation behind its decisions, is inaccurate more than 80% of the time. That’s right, 80%. However, it doesn’t stop there. It finds 99% of shortcuts or hacks to achieve its goal. However, it only tells you when it did less than 2% of the time. I break down what this means for explainable AI, human-in-the-loop models, and why some of the most common AI training methods are actually making things worse.

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College Now Unaffordable — Even for $300K Families

A viral survey is making waves with some pretty jaw-dropping claim. Apparently even families earning $300,000 a year can’t afford top colleges. Now, that’s bad, and there’s no denying college costs are soaring, but there’s more to it than meets the eye. I unpack what’s really going on behind the headline, why financial aid rules haven’t kept up, and how this affects not just elite schools but the entire higher education landscape. I also share some personal stories and practical alternatives.

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Job Market Slows: 6+ Month Average Search Time

Out of work and struggling to find anything? You’re not alone, and you’re not crazy. New LinkedIn data shows over 50% of job seekers are taking more than six months to land a new role. I dig into why it’s happening, what industries are still hiring, and how to reposition your skills to stay employable. Whether you’re searching or simply staying prepared in case you find yourself in a search, my goal is to help you think differently about the environment and opportunity that exists.

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Google Pushes RTO — 60 Hours in Office?

I honestly can’t believe this is still a thing, especially from a tech company. However, Google made headlines again with a recent and aggressive return-to-office policy, claiming “optimal performance” requires 60 in-office hours per week. I break down the questionable logic behind the claim, the anxiety driving these decisions, and what it means for the future of hybrid work. While there’s lots of noise about “the truth” behind it, this isn’t just about real estate or productivity, it’s about misdirected executive anxiety.

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Show Notes:

In this weekly update, host Christopher Lind navigates the intersection of business, tech, and human experience. Key topics include the emerging trend of companies adopting AI-first strategies, a detailed analysis of Anthropic's recent AI research, and its implications for explainable AI. Christopher also discusses the rising costs of higher education and offers practical advice for navigating college affordability amidst financial aid constraints. Furthermore, he provides a snapshot of the current job market, highlighting industries with better hiring prospects and strategies for job seekers. Lastly, the episode addresses Google's recent push for in-office work and the underlying motivations behind such corporate decisions.

00:00 - Introduction

01:10 - AI Trends in Business: Shopify and Duolingo

03:31 - Anthropic Research On AI Deception

23:29 - College Affordability Crisis

34:48 - LinkedIn Job Market Data

43:47 - Google RTO Debate

49:36 - Concluding Thoughts and Advice

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