2.7 KiB
2.7 KiB
| type | source | author | date | archived_by | tags | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| evidence | https://x.com/TheiaResearch/status/2021897975446769777 | @TheiaResearch (Theia Capital) | 2026-02-12 | rio |
|
Theia — 2025 Annual Letter (Feb 2026)
Theia Capital's annual letter outlining their five-phase investment loop, AI integration, and portfolio commentary.
Five-phase investment loop
- Moat Analysis: Helmer's 7 Powers + Porter's 5 Forces for structural competitive advantages
- Calculating Multiples: Fundamental Steady State P/E from first principles (not comps). "Return on Equity and long-term growth are primary drivers."
- Prediction: Probability distributions ("fan of outcomes") not single price targets. Edge quantified using information theory.
- Sizing: Kelly Criterion at 20% of full Kelly to optimize geometric compounding within concentration limits.
- Dynamic Updating: Bayesian updating with Signposts and Bayes Factors. Counters confirmation bias.
Portfolio and AI
- MetaDAO holding: Noted for "prioritizing investors over teams" — creating network effects and switching costs in token launches. Described as addressing "the Token Problem."
- Maple holding: Counter-positioned against traditional banks. Connected borrow-lend demand between regulated finance and DeFi.
- AI integration: LLMs as "the backbone of process improvements." Internal dashboards consolidating Discord, Notion, GitHub. Plans for "AI agents that can perform discrete tasks" (competitive analysis drafts).
- Results: "From asset selection and portfolio management, not hedging or leverage." No cash holdings.
Principles of Good Thinking
Write, Specify, Quantify, Model, Predict, Bridge (to consensus), Listen, Disconfirm, Doubt, Endure.
Personnel
- Noah Goldberg promoted to equity partner
- Thomas Bautista hired as investment analyst (formerly GSR)
Rio's assessment
- Theia holds MetaDAO specifically for "prioritizing investors over teams" — this is the competitive moat that futarchy creates. Institutional validation.
- The five-phase loop (moat → multiples → prediction → Kelly sizing → Bayesian updating) maps to how Living Agents should operate — a rigorous framework for domain-expert investment entities
- MetaDAO as solving "the Token Problem" = addressing the lemon market / broken token dynamic
- "AI agents performing discrete tasks" from a fund that already uses LLMs as backbone — signals the market is moving toward agentic investment management
- Enriches markets-beat-votes belief — Theia IS the sophisticated market participant futarchy depends on for price discovery
- Enriches MetaDAO platform analysis — institutional holder validates ecosystem credibility