IBM Research: Blockchain May Be Combined With AI
The IBM Research project is notable because it suggests that the deterministic requirements of blockchains can be combined with the black box of AI, allowing machine learning algorithms to alter the shape of blockchains to adapt to power or latency limitations, without compromising security.
As such, this would seem to open the door to a whole new design space.
"Why not augment the blockchain with analytics and AI algorithms that can actually shape the blockchain in a way that it helps it to overcome some of the limitations that are out there now?" said Ragnoli.
In the case of IoT, the way this works is the AI receives as an input the IoT devices that are on the system and the available resources of those devices. It also assesses the overall security requirements of the system and decides which and how many devices are mining, the PoW difficulty, the block generation rate, the block size and tries to balance between required security and scalability.
Therefore, IoT devices can still perform their application-specific tasks, such as data processing, and concurrently continue to mine blocks. https://www.coindesk.com/bitcoins-proof-of-work-can-be-made-more-efficient-ibm-research-claims/













