My First Million · Episode Brief
This AI agent completes your To-Do list (plus 4 AI tools that’ll blow you away)
Sam and Shaan stop explaining AI and start showing what happens when you actually build with it.
Most AI tool episodes age badly. This one has a better shot at staying interesting because Sam and Shaan aren't reviewing products from the outside — they're walking through things they built or personally use. The show-and-tell format forces specificity that the usual AI hype conversation avoids.
The anchor is Do Anything, an AI agent that executes tasks rather than just responding to prompts. Shaan's take is that the meaningful shift isn't chatbots getting smarter — it's agents that can take over the boring parts of a to-do list. The framing here is practical rather than philosophical: what does it actually change about your week?
The other four tools span enough use cases to make the episode genuinely useful as a reference. Business bio Wikipedia is notable because it addresses a real gap — the lack of structured, reliable information about private companies. Muse Art is the most speculative, while Fit Finder and the Sales Call Agent are closer to polished workflow tools. Sam's read on the Sales Call Agent is the most interesting: he treats it less as a replacement for sales reps and more as a coaching layer that makes average reps perform like good ones.
What makes this episode worth revisiting is Shaan's quiet insistence that most people are using AI wrong — optimizing the wrong tasks, ignoring the ones with the most leverage. He doesn't fully elaborate, but the implication lingers: there's an enormous gap between using AI to write emails faster and using it to change what's possible.
Key Ideas
- →Shaan argues that AI agents completing actual tasks — not just generating text — represent the more significant shift, and Do Anything is his proof-of-concept for this claim.
- →The Sales Call Agent is framed not as a replacement for salespeople but as a system for compressing the performance gap between your worst and best reps.
- →Sam's take on Business Bio Wikipedia: the absence of reliable structured data on private companies is a genuine information problem that AI can now help address.
- →Shaan's implicit thesis is that most people are using AI to do existing tasks slightly faster, rather than identifying which tasks should be eliminated or transformed entirely.
- →Fit Finder represents a category of AI tools that succeed by eliminating decision fatigue rather than by being particularly intelligent.
Worth Remembering
Shaan demoing Do Anything live and narrating what the agent is actually doing — one of the cleaner product demonstrations the show has done.
The discussion of ChatGPT Pulse and Nebula as examples of AI products building new content distribution models rather than just improving existing ones.
Sam's reaction to the Sales Call Agent: 'This is what happens when you give a sales trainer infinite patience and no ego.'
The offhand observation that most AI tools are solving problems that only feel urgent because existing solutions are so bad.