The presentation on Decentralised Machine Intelligence powered by Distributed Ledgers from Gokul Alex in the 3AI Association Thought Leadership Forum Webinar Series. An introduction to Ocean Protocol, Raven Protocol, SingularityNET and reference architectures of decentralised machine intelligence.

1. Elements of Blockchain
and
Connect with AI
Gokul Alex
3AI Thought Leader
Webinar Series #21
August 16, 2020

2. Fundamentals of
Decentralisation

3. Decentralisation of Networks

4. A Journey to Decentralisation

5. Decentralisation and Scalability

6. Advantage Layers of Decentralisation

7. Essentials of
Blockchain

14. Blockchain Cryptography

15. Merkle Tree in a Blockchain

19. Blockchain and Databases

20. Blockchain and Databases

23. Blockchain Visualisation

30. Decentralisation of AI

31. Centralised Constructs in AI
Data
Training
Models
Regularisation
Optimisation

32. Decentralised AI Ecosystem

33. Taxonomy of Decentralised AI

34. Decentralised AI is Trusted AI
Verified Sources in Data Sets
Verified Pipelines and Features
Verified Fairness in Algorithms
Verified Privacy in Algorithms
Verified Regularisation Techniques

35. Challenges for the Decentralised AI
The privacy problem
The transparency problem
The autonomy problem
The economy problem
The interoperability problem
The standards problem
The governance problem

36. Frontiers in Decentralised AI
Differential Privacy
Federated Learning
Secure Multi Party Computation
Fully Homomorphic Encryption

37. Privacy Preserving ML through Data Decentralisation

38. Projects and Platforms

40. Creative Convergence of AI - Analytics

41. Ocean Protocol Service Architecture

42. SingularityNET + Ocean Protocol

43. Integration Architecture

44. Security Architecture

45. Emerging Players in the Ecosystem

46. Orchestration Architecture

47. Block Data Structure for the Orchestrator Node

48. Orchestration Smart Contracts

50. SingularityNET + TODA

51. Architecture Overview

52. Decentralised Data Generation

53. Privacy Preserving Machine Learning

54. Raven Protocol

55. Decentralised AI Alliance