The Fission LLM system developed in collaboration with Nillion and Meta aims to address critical privacy issues in the realm of large language models (LLMs).
What is Fission LLM and Why Does Privacy Matter?
Fission LLM is a decentralized system focused on protecting confidentiality during data processing for LLM usage. Data privacy is critical, as traditional processing requires sending information to central servers. This can lead to data breaches or unauthorized access to sensitive information. Compliance with regulations like GDPR and HIPAA necessitates strict protection of personal data.
Nillion's Decentralized Blind Computing Technology
Nillion features a unique decentralized blind computing technology utilizing cryptographic methods for data processing. Instead of sending all information to one computational node, data is split into parts and distributed among multiple nodes. Each node performs computations on its part without seeing the complete information, ensuring data confidentiality.
Partnership with Meta and Its Significance in Fission LLM Development
The partnership with Meta, a leader in AI research, enables the fusion of knowledge about large language models with decentralized data processing capabilities. Both parties co-authored a research paper on the Fission system, highlighting the importance of integrating advanced technologies for tackling privacy challenges.
The creation of Fission LLM marks a significant step towards achieving safe and confidential interactions with artificial intelligence, with potential far-reaching impacts on data processing.
