# Ep.43 - Collecting Early Half Cents with Chad Stachowicz #rarecoins #numismatics #copper #history Page: https://stenobird.com/podcast/the-cabbage-coins-podcast-7416085/ep-43-collecting-early-half-cents-with-chad-stachowicz-rarecoins-numismatics-copper-history Text version: https://stenobird.com/podcast/the-cabbage-coins-podcast-7416085/ep-43-collecting-early-half-cents-with-chad-stachowicz-rarecoins-numismatics-copper-history.md Podcast: [The Cabbage Coins Podcast](https://stenobird.com/podcast/the-cabbage-coins-podcast-7416085) Published: 2026-05-20T09:30:00+00:00 Episode link: https://cabbagecoins.transistor.fm/43 Audio file: https://media.transistor.fm/b6811277/f53e4f88.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/the-cabbage-coins-podcast-7416085/episodes/ep-43-collecting-early-half-cents-with-chad-stachowicz-rarecoins-numismatics-copper-history Duration seconds: 4325 ## Resource In this episode, Tony Gryckiewicz interviews coin expert Chad Stachowicz about coin collecting, grading, and the innovative AI grading model Chad has developed. They explore key series like Half Cents, the importance of original surfaces, and the future of AI in numismatics. Chapters 00:00 Introduction to Coin Collecting and AI Grading 02:50 Chad's Journey into Coin Collecting 05:32 The Rarity and Significance of the 1796 Half Cent 07:40 Exploring the 1803 Half Cent and Its Historical Context 10:50 The Importance of Originality in Coin Collecting 13:12 The Role of Grading and CAC Stickers in Coin Value 16:09 Understanding Dipping and Its Effects on Copper Coins 19:14 The 1807 Half Cent: A Case Study in Rarity 22:01 The 1793 Half Cent: Design and Aesthetics 26:53 Understanding Coin Preservation and Aesthetics 29:31 Exploring Rare Coins and Their Market Value 32:31 The Importance of Coin Grading and Authenticity 40:40 Strategies for Building a Coin Collection 44:38 Innovations in Coin Grading Technology 48:07 Introduction to AI Coin Grading 49:15 Understanding Coin Grading Models 52:13 Practical Applications of AI in Coin Grading 55:02 Challenges and Limitations of AI Grading 57:57 The Future of AI in Coin Collecting 01:01:44 Final Thoughts on Coin Collecting and Grading Where to read Chad's White Paper on Artificial Intelligence Grading: https://drive.google.com/file/d/12Rjm... Where to find Tony and Cabbage Coins: https://cabbagecoins.com/ Email: tony@cabbagecoins.com IG: @cabbage_coins How to contact Chad: Email: cstachowicz@cloverhound.com website: www.numisking.com Upcoming Shows: PAN (Pennsylvania Area Numismatists) May 28-30, 2026 Monroeville, PA Baltimore Whitman Expo June 11-13, 2026 Baltimore, MD Intro Music - "Obverse Fields" by Timothy Gryckiewicz ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-cabbage-coins-podcast-7416085/episodes/ep-43-collecting-early-half-cents-with-chad-stachowicz-rarecoins-numismatics-copper-history/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/the-cabbage-coins-podcast-7416085/ep-43-collecting-early-half-cents-with-chad-stachowicz-rarecoins-numismatics-copper-history.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.