# AI's Infinite Game I Danny Zuckerman

- Speakers: [Danny Zuckerman](https://streameth.org/speakers/danny-zuckerman)
- Channel: [ETHGlobal](https://streameth.org/ethglobal)
- Date: 2025-10-09
- Duration: 19:09
- Topics: AI, crypto, Web3, Recall, benchmarks, trust, transparency, reputation, discovery, onchain, staking, economic incentives, community, competitions, alignment, infinite game, agent, leaderboard, evaluation, performance, decentralization, multi-agent systems, open source, black box, power concentration, tamper-proof, prediction, trading, governance, collaboration, interoperability
- Watch: https://streameth.org/watch/yt-tRmPiewH8lU
- YouTube: https://www.youtube.com/watch?v=tRmPiewH8lU

## Description

Danny Zuckerman, COO of Recall, discusses the intersection of AI, crypto, and Web3, emphasizing the early stage of AI adoption and the challenges of trust, transparency, and evaluation. He critiques current AI benchmarks, highlighting issues like test set leakage and real-world underperformance. Recall aims to solve this by creating a decentralized, onchain AI reputation and discovery layer, where community-driven challenges and competitions evaluate AI agents’ real-world performance and alignment.

Crypto is used to provide economic incentives and verifiable, tamper-proof records, enabling trust through staking and reputation. Recall’s products, such as live trading competitions and Recall Predict, leverage community participation to generate ungameable benchmarks and fine-grained rankings across domains. The goal is to prevent AI power concentration, foster open, transparent, and aligned AI, and create an infinite, evolving ecosystem governed by the community, not opaque black boxes.

00:00 Introduction  
00:33 AI Adoption Cycle & Web3 Context  
02:15 Early Stage of AI & Historical Parallels  
03:36 The Infinite Game of AI  
04:01 Trust, Fatigue, and Benchmark Limitations  
06:02 Real-World Performance vs. Benchmarks  
07:23 Need for New Evaluation Methods  
08:11 Recall: AI Reputation & Discovery Layer  
09:53 Live Trading Competitions & Community Engagement  
11:01 Recall Predict & Community Evals  
13:02 Expanding to Multiple Domains & Onchain Records  
13:36 Crypto’s Role: Economic Skin in the Game  
15:40 Economic Markets for AI Trust  
16:10 Leaderboards, Search, and Multi-Agent Systems  
17:22 Open, Transparent AI vs. Black Box Concentration  
18:19 Call to Action & Community Involvement  
18:58 Conclusion

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🇺🇸 *Pragma New York*
Pragma New York 2025 was held on August 14th at Vesper Events in Brooklyn, New York and was an in-person summit for builders and leaders in the web3 ecosystem. Watch the full Pragma New York YouTube Playlist here: https://www.youtube.com/playlist?list=PLXzKMXK2aHh5TRLdUXjnhUVfdbBtu6z2j

ETHGlobal's Pragma series takes place in cities around the world, and is designed to be a different kind of event. Pragma is a one-stage conference with founders-only on stage, bringing together a small group of curated attendees and speakers to discuss the future of web3 and reflect on the past. 

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