Derek | Market Signals

Jensen Huang says it plainly: given two candidates, he hires the AI expert every time. Accountant. Lawyer. Electrician. Farmer. Doesn’t matter. Nvidia is one of the major backbones of why AI can even exist. “If your job is the task, you will be disrupted.” Here’s how to actually use it at a high level: Meetings: Download Granola. Dump every transcript into Claude/GOT/etc. Get action items, decisions, deadlines extracted instantly. Prep for calls. Debrief after. Meetings stop disappearing and start compounding. Building: Describe what you want. Claude writes the full Claude Code prompt. You paste and ship. CRMs, dashboards, automation pipelines, internal tools. All built from conversation. Feedback: Before you ship anything, ask Claude to assemble 10-20 experts across growth, legal, UX, and strategy. Run 3 rounds of critique. Your first draft is never your best output. Content: Social captions in your actual voice, trained off of exports of your best performing tweets, content, essays, articles, whatever. Write Tweets, LinkedIn posts, email drafts, outreach. All written how you’d write them, not how AI sounds with no context. Portfolio context: Connect your portfolio in Rallies. That context changes the quality of every market question you ask. The setup that compounds: • Claude Projects for recurring workflows with custom instructions • Skills + MCPs to extend what it does natively • Chrome extension as a browsing agent • Cowork for batch processing and file review • Prompt improver. Write rough, run optimization rounds, get back something 10x better. The biggest misconception of why people say “AI only generates slop or always hallucinates”: slop in, slop out. Give it transcripts, screenshots, docs, past calls, your numbers, your team. Memory builds over time. The more context it has, the less you repeat yourself and the better every output gets. Treat it like a chief of staff, not a search engine. Download Claude, GPT/Codex, Gemini, Grok. Pick one. Start using it for anything. Ask it for everything.

We have been surpassed: AI written output exceeded human written output in 2025