Turki

This quantum planning concept genuinely blew my mind. I’ve actually been thinking about something very similar, which I called “Escape Plans,” where each bucket in the first layer acts as an “Escape Gateway.” I honestly didn’t expect to see someone approaching planning in such a similar way😂😂 One thing I’d love to add, especially on the finance side, is that I strongly believe AI will commoditize a lot of jobs, and I think asset management, particularly equity research , will be among the most affected. If you think about it, a huge part of what equity analysts do is research companies, analyze industries and sectors, build financial models, and develop investment theses. I can easily imagine a future where a portfolio manager has a team of AI research agents, each specializing in a particular stock, industry, or sector, all working around the portfolio manager’s investment philosophy. On the other hand, I don’t see fields like private equity or investment banking being disrupted to the same extent of course, AI will automate a lot of their analytical work too, but these fields rely heavily on human interaction, relationship building, negotiations, and deal execution these are areas where I believe the human element will remain much harder to replace. That’s why I think the impact of AI on finance won’t be equal across the industry. Some roles might fundamentally change, while others will simply become more efficient with AI.

I’ve always argued that consulting, investment banking, and product management at a high-growth startup are three of the best environments to spend your early career. Consulting teaches you to navigate ambiguity, challenge assumptions, and influence strategic decisions. Banking gives you a deeper understanding of how businesses are valued, financed, and transacted. Startups on the other hand, put you right at the intersection of product, growth, scaling challenges , where every decision has an immediate commercial consequence. the common denominator is the sheer amount of business judgment you develop in a relatively short period of time.