Daily BriefsQuantitative Analysis

Daily Brief Quantitative Analysis: Quantamental LLM Primer 3: Quality-Control 2 AI-designed Portfolios to Devise a Final Portfolio and more

In today’s briefing:

  • Quantamental LLM Primer 3: Quality-Control 2 AI-designed Portfolios to Devise a Final Portfolio
  • KRX Short Interest Weekly (Oct 18th): Samsung Electronics, Sk Hynix, KB Financial, Shinhan Group


Quantamental LLM Primer 3: Quality-Control 2 AI-designed Portfolios to Devise a Final Portfolio

By William Mann

  • This report outlines a Quality-Control step: comparing output recommendations from two AIs: ChatGPT 4.o and o1-preview, to identify and analyze inconsistencies between the AI’s interpretation of the same Inputs/Prompts. 
  • The report from Primer 2 is uploaded to each AI with the same prompts: to compare and analyze the outputs and settle on a portfolio weighted with relative ETF convictions.
  • We analyze and adjust the merged AI-driven portfolio where we disagree with the AI’s conclusions. Our logic is shared with the AI to derive a final conviction-weighted market-neutral portfolio.  

KRX Short Interest Weekly (Oct 18th): Samsung Electronics, Sk Hynix, KB Financial, Shinhan Group

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of KRX stocks as of Oct 18th which has an aggregated short interest worth USD5.0bn.
  • We tabulate league table for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in Samsung Electronics, Sk Hynix, KB Financial, Shinhan Group, Hana Financial.

💡 Before it’s here, it’s on Smartkarma

Sign Up for Free

The Smartkarma Preview Pass is your entry to the Independent Investment Research Network

  • ✓ Unlimited Research Summaries
  • ✓ Personalised Alerts
  • ✓ Custom Watchlists
  • ✓ Company Data and News
  • ✓ Events & Webinars