The Profile LLMs Build of You Isn’t the One You’d Write Yourself

LLMs tend to uncover traits or disclose tendences based on ongoing searches (something traditional search was unable to do beforehand).

If you dive into LLM deep thinking, you’ll note harnesses compressing and summarizing behaviors.

When I asked GPT 5.6 to summarize my personal aptitudes, it came up with “practical luxury”, “high-agency optimizer”, “leverage-seeking operator”, “coordination-tax intolerant”, “systems maximalist”, “optionality accumulator”, “control-through-visibility operator”. This summarizes approaches to life, family, philosophy, longevity, communication.

Opus agrees with “specification re-negotiator”, “Scope frontloader”, “Serial re-diagnostician”, “artifact delegating principal”. These are often relevant to how I brief, plan, structure, communicate, and iterate on work R&D, building teams, iterating on KPIs.

Never would I ever synthesize these the same way. But LLMs can do that when they see how I travel, what I focus on in my diet, how I do R&D, what briefs I download for my teams, how often I do reconciliation. There’s critical meta data hidden in it.

If you ask LLMs to profile you and uncover what deep thinking sessions find out and are willing to share, drop them in the thread.


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Mario Peshev is a 5x CEO and operator, founder of DevriX and Growth Shuttle, global value creation advisor, angel investor, and author of “MBA Disrupted.”

His original background in engineering rode the wave of IT entrepreneurship in the last 25 years, from product and service entrepreneurship through acquiring and selling businesses, to investing in global startups like beehiiv, doola, the Stacked Marketer, Alcatraz, SeedBlink.

Peshev spent over 10,000 hours in consulting and training contracts for mid-market and enterprise organizations like VMware, SAP, Software AG, CERN, Saudi Aramco since 2006. His books and guides are referenced in over 50 universities in North America, Europe, and Asia.


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