Category: Uncategorized

Why AI doesn’t just make you faster — it gives you access to future work states you haven’t lived through yet The machine is doing work that would take you weeks. It finishes in minutes.

What Karpathy and Theo proved individually has a radical organizational implication: the make-vs-buy calculus has inverted. The economics have flipped: Custom AI development that cost $500K five years ago now costs $50K-$150K. Meanwhile, SaaS costs compound at 11.4% annually (vs 2.7% inflation).

Voice AI demos are impressive. But moving from demo to production is where most organisations stumble. Gartner predicts over 40% of agentic AI projects will be cancelled by end of 2027 due to cost, unclear value, or inadequate risk controls.

Most AI agents hit a wall at the one-hour mark. Elite developers run them for ten hours or overnight. The difference isn’t willpower or token budgets. It’s architecture.

Why some people get compound returns from AI while most plateau at linear improvements I’ve been using AI daily for two years. Recently, several things came together that made me realise something had shifted.

Your AI keeps suggesting chatbots because that’s what average internet advice recommends. You know better. You just haven’t told it—properly.

Why the durable asset in AI-assisted systems is the generation recipe, not the output—and how to shift your investment accordingly.

How AI inverts the economics of customization—and why your next prospect doesn’t need to fit a segment Every consultant faces the same conventional wisdom: pick a niche, build one offer, optimize for segment averages.

AI enables “time travel” conversations with people we can’t normally reach: the dead, past versions of people, future selves, simulated personas Late 2025 is the unlock: video generation crossed the photorealism threshold (73% can’t tell it’s AI), persona modeling dropped to $140-$1,400…

AI doesn’t remove work. It moves work. And that changes everything. AI shifts effort from execution to thinking (80/20 becomes 10/90) You’re not the audience expecting magic. You’re the director providing vision.