| research |
Leopold Aschenbrenner & Situational Awareness — Research Dump |
research (generated for codex) |
2026-03-05 |
2026-03-07 |
rio |
processed |
null |
internet-finance |
| one year of outperformance is insufficient evidence to distinguish alpha from leveraged beta because concentrated thematic funds nearly always outperform during sector booms |
| transparent thesis plus concentrated bets plus early outperformance is structurally identical whether the outcome is spectacular success or catastrophic failure |
| publishing investment analysis openly before raising capital inverts hedge fund secrecy because transparency attracts domain-expert LPs who can independently verify the thesis |
|
| giving away the intelligence layer to capture value on capital flow — added Aschenbrenner case study |
| teleological investing is Bayesian reasoning — added SA LP Q4 2025 portfolio pivot case study |
|
| OOM framework and AGI timeline predictions (research dump) |
| Intelligence explosion thesis |
| DeepSeek R1 challenging geopolitical thesis |
| LessWrong retrospective validation claims — AI alignment accuracy check needed |
|
Primary source for Aschenbrenner extraction. 6 analysis files accompanied this research dump on branch inbox/aschenbrenner-situational-awareness. Sources: Fortune Oct 2025, SEC 13F filings, LessWrong June 2025, Morningstar, Daniel Scrivner Q4 2025 analysis. |