Summation (formerly World of DaaS) Turing CEO Jonathan Siddharth - The $30 Trillion Knowledge Work Market, Training Frontier AI Models and Building Stage Five Culture
33 snips
Feb 3, 2026 
Jonathan Siddharth, founder and CEO of Turing who scales expert coding and reasoning data for frontier AI, joins to discuss training frontier models with human expert data. He talks about why human intelligence is now the bottleneck, how agentic AI will reshape SaaS and the $30 trillion digital knowledge market, and the idea of building a stage five company culture rooted in joy and wonder.
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Unlock Enterprise Value Stepwise
- Deploy models incrementally: start with good system prompts, add tool use, then RAG, supervised tuning, and RL.
- Exploit model capability overhang by improving prompting and tool integration before retraining.
Composite Intelligence As An API
- Frontier models are composite intelligence combining top experts across domains into one API.
- This composite nature yields capabilities beyond any single human specialist.
Improve Recommendations With In-Context Learning
- Use in-context learning with examples to get better personalized recommendations from frontier LLMs.
- Give the model positive and negative examples plus constraints to surface novel, relevant choices.
