Hi everyone, thank you for today’s call (2024.04.04). This is the generated summary (short version, please find the long version here: DeAIWorkingGroupInternetComputer/WorkingGroupMeetings/2024.04.04 at main · DeAIWorkingGroupInternetComputer/DeAIWorkingGroupInternetComputer · GitHub):
The DeAI Working Group call for the Internet Computer was a comprehensive discussion that began with an introduction by @SamDrissi , who shared his project’s aim to develop AI applications for intellectual property education and processes on the Internet Computer platform (Crafting Tomorrow's IP Standards Today with bipQuantum on ICP - #3 by SamDrissi). The group explored the role of AI in providing consultations and establishing proof of ownership for intellectual properties, alongside the challenges of data accessibility and the evolving legal landscape for AI-generated content. A significant focus was placed on the potential for improving AI performance through model quantization and the utilization of SIMD instructions, discussing the current capabilities and future possibilities of Wasm and the Internet Computer’s hardware architecture. The conversation also covered the trend towards integrated CPU and GPU architectures for more efficient AI model execution and speculated on future hardware developments that could further enhance the platform’s AI capabilities. The call concluded with an open invitation for future topic suggestions and collaborative contributions, emphasizing the group’s interest in benchmarking and sharing data to better understand and communicate the Internet Computer’s potential for AI applications.
shared during the call:
“Support for CPU acceleration. It will be possible for smart contract AIs to export data for processing directly on the hardware of node machines. This involves optimizations that allow the models to run deterministically, using newly developed fundamental AI science, and security checks that ensure smart contracts can’t cause non-determinism, since this would cause subnets to stop running. (We already have these techniques working).”
SIMD - Single Instruction Multiple Data (simd/proposals/simd/ImplementationStatus.md at main · WebAssembly/simd · GitHub)
Advanced Vector Extensions
GitHub - WebAssembly/wasi-nn: Neural Network proposal for WASI