Munger-inspired investment research. First-principles analysis of moat, management, margin, and momentum.https://kuberin.ai/https://kuberin.ai/ideas/insights/dca-into-brk/https://kuberin.ai/ideas/insights/dca-into-brk/A beginner's guide to dollar-cost averaging: invest steadily, build a foundation, and keep a small sleeve for learning. Financial fitness comes from discipline.Sun, 18 Oct 2026 00:00:00 GMThttps://kuberin.ai/ideas/insights/jim-simons-in-a-nutshell/https://kuberin.ai/ideas/insights/jim-simons-in-a-nutshell/From market data to measured bets: a simple framework for understanding quantitative trading, risk, and the discipline behind systematic investing.Sun, 18 Oct 2026 00:00:00 GMThttps://kuberin.ai/ideas/insights/the-flying-pigs-360/https://kuberin.ai/ideas/insights/the-flying-pigs-360/Horses that can drive cars will replace horses that can't. Pigs will fly, in a full circle, and Uncle Sam's flies highest. And the six-figure safety net is already thin. A tour of the AI story, and of the last time machines rewired society.Thu, 15 Oct 2026 00:00:00 GMThttps://kuberin.ai/ideas/insights/the-real-estate-bubble/https://kuberin.ai/ideas/insights/the-real-estate-bubble/Many families treat their home as their estate. Slower population growth, higher rates, rising upkeep, cheaper building and changing work all point the other way. A look at why a home is shelter first, and a weak plan for wealth.Thu, 15 Oct 2026 00:00:00 GMThttps://kuberin.ai/ideas/insights/lollapalooza-of-x/https://kuberin.ai/ideas/insights/lollapalooza-of-x/A thought experiment: fold Tesla into SpaceX, name the result X, hand the keys to Gwynne Shotwell, and point it at the most expensive line in Amazon's accounts, the last mile, then at the slowest one, the ocean in between. When four or five forces push the same way, one plus one can make eleven.Fri, 09 Oct 2026 00:00:00 GMThttps://kuberin.ai/ideas/insights/investing-lessons-from-darwin/https://kuberin.ai/ideas/insights/investing-lessons-from-darwin/Evolution, boiled down to three investing mantras: avoid big risk, buy high quality at a fair price, and be very lazy.Mon, 05 Oct 2026 00:00:00 GMThttps://kuberin.ai/ideas/insights/ai-bubble-capital-cycles/https://kuberin.ai/ideas/insights/ai-bubble-capital-cycles/The four biggest cloud companies plan to spend up to $745B on AI this year. Like 1849, the surest money so far is in selling the shovels, and the biggest risk is for the miners who borrowed to buy them.Fri, 02 Oct 2026 00:00:00 GMThttps://kuberin.ai/ideas/insights/a-tale-of-comlb26/https://kuberin.ai/ideas/insights/a-tale-of-comlb26/My license plate, the math of 26% compounding, and why time is the greatest asset an investor can own.Thu, 01 Oct 2026 00:00:00 GMThttps://kuberin.ai/ideas/insights/a-tale-of-compounding/https://kuberin.ai/ideas/insights/a-tale-of-compounding/$24, 7.15% a year, 400 years, $24 trillion. The Manhattan thought experiment, and why time is an investor's most powerful advantage.Thu, 01 Oct 2026 00:00:00 GMThttps://kuberin.ai/ideas/insights/pilots-with-checklists-live-longer/https://kuberin.ai/ideas/insights/pilots-with-checklists-live-longer/Munger's four checks and Bill Ackman's eight, on one page. Run them before every buy.Thu, 01 Oct 2026 00:00:00 GMThttps://kuberin.ai/ideas/insights/warren-buffett-in-a-nutshell/https://kuberin.ai/ideas/insights/warren-buffett-in-a-nutshell/Three mentors, three lessons, four pillars: Buffett's entire investing philosophy on one page.Thu, 01 Oct 2026 00:00:00 GMT