How Claude Found Zcash's Counterfeiting Bug

Watch on YouTube ↗  |  June 10, 2026 at 03:38  |  15:45  |  Unchained (Chopping Block)
Speakers
Austin Campbell — Founder, Zero Knowledge Group; Co-host Bits+Bips (Unchained); Adj. Prof. NYU Stern
Chris Perkins — President, CoinFund

Summary

The panel discusses the AI‑discovered Zcash counterfeiting bug and its negative impact on privacy coins, the rotation from dead protocols like Cardano to fundamentally strong assets such as Hyperliquid, and the case for Bitcoin's simplicity, Lindy effect, and relative security in an AI‑threat environment.

  • AI tools are accelerating discovery of critical vulnerabilities, as seen with the Zcash Orchard bug.
  • The Zcash bug undermines confidence in privacy coins and creates near‑term headwinds.
  • A fundamental‑driven rotation is underway, with Hyperliquid standing out as a fee‑generating, buyback‑driven token.
  • Cardano is cited as a dead protocol with very few users and a founder exodus.
  • Bitcoin's simplicity, long exploit‑free history, and Lindy effect make it attractive relative to more complex chains.
  • Quantum risk is a long‑term worry, but Bitcoin's relative lack of complexity could still be an advantage.
  • ETFs may temporarily gain favor over native DeFi due to operational and security concerns.
  • Audit firms are increasingly using AI agents, which should improve security practices over time.
Ideas
Austin Campbell Founder, Zero Knowledge Group; Co-host Bits+Bips (Unchained); Adj. Prof. NYU Stern 2:54
Hyperliquid is a real fee-generating business.
Hyperliquid is one of the most investable tokens in crypto right now besides Bitcoin. It generates real fees, the team uses them for buybacks, it grabs significant headlines, and it's operating a real business. Amid a rotation to fundamentals, Hyperliquid is a standout.
Austin Campbell Founder, Zero Knowledge Group; Co-host Bits+Bips (Unchained); Adj. Prof. NYU Stern 3:16
Cardano is a dead protocol with exodus.
Cardano has very few users, its founder is effectively giving up on a live stream, and everyone is exiting stage left. In a fundamentals‑driven dispersion, dead protocols like Cardano will be left behind and should be avoided.
Austin Campbell Founder, Zero Knowledge Group; Co-host Bits+Bips (Unchained); Adj. Prof. NYU Stern 8:14
Zcash bug kills confidence, stay away.
The counterfeiting bug in Zcash's Orchard shielded pool severely undermines confidence in Zcash and privacy coins. Investors will take time to discount these risks, and the whole situation is bad for the asset near‑term.
Austin Campbell Founder, Zero Knowledge Group; Co-host Bits+Bips (Unchained); Adj. Prof. NYU Stern 10:52
Bitcoin simplicity and Lindy effect win.
Bitcoin has a long history with no core exploit, a relatively simple codebase, and constant public scrutiny. In an environment where AI is finding vulnerabilities, the Lindy effect argues that confidence in Bitcoin rises daily. Even quantum risk is likely worse for less‑monitored, more complex chains, making Bitcoin a stronger relative bet.
Up Next

This Unchained (Chopping Block) video, published June 10, 2026, features Austin Campbell discussing HYPE, ADA, ZEC, BTC. 4 trade ideas extracted by AI with direction and confidence scoring.

Speakers: Austin Campbell  · Tickers: HYPE, ADA, ZEC, BTC