Sarah Guo
Founder & Managing Partner, Conviction | Host, No Priors Podcast | Premier AI Venture Investor
Verified Proof of Work Artifacts
2 items catalogedEach artifact below represents an authenticated research publication, production code repository, or technical architectural framework directly authored or co-created by Sarah Guo. Every entry undergoes editorial source verification.
The AI 3.0 Stack: Investment Thesis on Autonomous Native Systems
Authored the foundational AI 3.0 thesis outlining the transition from superficial LLM wrappers to vertically integrated, feedback-loop-driven AI systems with proprietary eval datasets and cognitive agent workflows.
High compute costs and foundation model commodity pressure can compress margins for companies lacking proprietary workflow lock-in.
No Priors: Rigorous Technical Dissection of Frontier AI Architectures
Created and hosts the premier AI practitioner podcast, conducting technical interviews dissecting pretraining cluster topologies, inference scaling laws, and enterprise agent adoption dynamics with frontier researchers and CEOs.
Podcast interviews capture point-in-time perspectives in an ecosystem where state-of-the-art benchmarks shift on a monthly cadence.