Jason Liu (Website, X, Github, Newsletter) is a technologist, consultant, teacher, and friend.
He spent the first part of his career as a machine learning engineer, mostly at Stitchfix, only to run into a wall: a hand injury that prevented him from being able to write any software for over a year. Fortunately, he's not so one-dimensional, and spent time reclaiming somatic experience in learning to free-dive, train Jiu-Jitsu, and return to the pottery practice he developed in art school, all while reckoning with big questions of ambition, purpose, and self-fulfillment. Since then, he's built a consulting practice helping modern AI companies better implement RAG (retrieval-augmented generation), avoid system design mistakes, hire elite talent, and build for an LLM-centric world. He maintains a large structured output library called Instructor with about 1m downloads per month, writes prolifically (which he does entirely via voice input with LLM editing, as we discuss), tweets semi-manically (he's grown to 30K followers on X with the simplest strategy I've ever heard anyone articulate—tweeting 30K times), and teaches courses on RAG and online consulting. Finally, my man can yap. He was a perfect first guest because he has no shortage of ideas but comes at nearly everything with a beginner's mindset.
Timestamps
- (0:00): Intro to Dialectic
- (2:55): Brick laying vs. capital allocating
- (6:04): Acid Story: Trying so hard to be a somebody
- (9:20): Planning, judgement, elasticity, and abundance
- (11:28): Ambition and Trusting your future self
- (14:20): Fear; Confidence is the memory of success
- (18:46): Compounding psychology of risk taking
- (21:30): Do you get what you deserve?
- (22:32): Playing life on hard mode
- (27:22): Agency, Taking Accountability, and becoming essential
- (35:58): Consulting and Independent Contracting
- (39:52): Ambition and “Manhattan Project” Appeal
- (42:30): What are you motivated by?
- (44:36): Challenge runs and side quests
- (46:39): How to be prolific
- (53:46): Mastery, complex games, and creative fingerprints
- (57:47): Programming, animation, and style vs. cohesion
- (1:07:56): Jason only writes with his voice--with some LLM help
- (1:12:47): Flooding the airwaves with content
- (1:14:10): Twitter growth: simple math
- (1:19:49): Using the “sawdust”
- (1:23:30): ELI5 RAG (Retrieval augmented generation)
- (1:27:39): A final rant against couches
References
- Losing My Hands by Jason
- Advice to Young People, The Lies I Tell Myself by Jason
- A Critique on Couches by Jason
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