Flat Circle

Creative LLM use cases - Job post analysis, say-do scores, merger arb, expert network MCPs

Plus: Guides on Claude Code, Claude Cowork, Claude for Excel and more

Mar 16 • Jim Moran

9

1

Models deliver Beta, Humans deliver Alpha

Plus: Howard Marks, vibecoding pixel trackers, monitoring foreign language media and Claude Cowork

Mar 5 • Jim Moran

2

February 2026

Creative LLM workflows - OpenClaw

Plus 13Fs analyzer, alternative data processor and more prediction arenas

Feb 23 • Jim Moran

2

Creative LLM use cases - Dan Loeb, Baupost, Altimeter, YCombinator, Ralph Wiggum

Plus: 8 new workflows, 3 new tools and every AI trading arena

Feb 11 • Jim Moran

3

Creative LLM use cases - Illusion of competence, management exploits and other vulnerabilities

Plus: GraphRAG vs RAG explained, update on trading arenas and four new workflows

Feb 3 • Jim Moran

4

January 2026

Creative LLM use cases - Prompts for evasion, switching costs, risk arb, and hidden real estate value

Plus: updates on AI expert network interviews, LLM trading arenas and more

Jan 26 • Jim Moran

7

1

Creative LLM use cases - Podcast agent, investor letters, synthetic panels

Plus 2 interesting job descriptions and 1 new tool

Jan 15 • Jim Moran

3

1

Creative LLM use cases - Evaluating new CEOs, summarizing Bloomberg IB chats, charting investor narratives

Hedge fund case studies, tools and hiring trends

Jan 9 • Jim Moran

5

Can LLMs make investment decisions?

Models are trading stocks and betting on prediction markets in new public "arenas"

Jan 6 • Jim Moran

4

December 2025

October 2025

How well to LLMs forecast company KPIs?

Benchmarking forecasting models on the hedge fund use case

Oct 16, 2025 • Jim Moran