CryptoxAI Landscape, 2024.02

1. Types

So many cryptoxAI projects, how to understand them? (e.g., Bittensor, MyShell, Ritual, Bittensor, Modulus... what are their diff?)

My take:

  • Gen-AI related: end goal is to create things like chatgpt, midjourney...

  • On-chain ML related: end goal is to put ML models on chain (esp on EVM-chains), so app are more related to optimization, credit-scoring etc.

  • Dev component: things like data and hardware/GPU that are key supporting elements to AI developement (but not related to the client-side)

2. Projects

Specific project links to-be-add 🤣

2.1 Gen-AI

  • App: things like chatgpt where applications are the focus

  • Middleware: things like GPTs, right now most are things related to agent-level

  • Chain

2.2 On-chain ML

  • App: mostly things related to on-chain Defi, using ML to optimize yield, risk mgmt etc.

  • Middleware: how to serve ML onchain; most are ZKML-related

  • Chain

2.3 Dev Component

  • Data: how to acquire data to train, fine-tune AI models; data marketplace, monetization, labelling etc.

  • Hardware: how to acquire GPUs to train, serve AI models (mostly DePIN-related)

3. Thoughts

(1) Why CryptoxAI

recom checking about; tldr:

  • some issue are very suitable for crypto experiment; for example, GPU shortage

  • crypto is a good way to support open dev platform, can be a good alternative to centralized, close-source dev platform like OpenAI (think about Twitter/FB platform back in the old days)*

*my concern is that, AI dev platform is a bit different from social platform; that the network effect is different, it's sit between AWS and Twitter/FB. Also how data will be shared / used by these commercial platform is TBD

(2) Interesting Projects

Bittensor, Shinkai, FedML, Bagel

(3) Bearish view

still, I have some bearish view on some sector / project, can't share publically, but already share to some of my vc and builder frens

4. Resources

What are some good resources to learn CryptoxAI?

(1) Landscape overview

(2) Research / Discussion

Finally, thanks ash, casey, chao, jacob, laobai, juylan for feedback and discussion

Loading...
highlight
Collect this post to permanently own it.
ZK Zhao logo
Subscribe to ZK Zhao and never miss a post.