Zkml Breakthrough: 13b Models Verified in 15 Minutes
Posted2 months ago
lightcapai.medium.comTechstory
calmpositive
Debate
0/100
Zero-Knowledge ProofsAI VerificationDecentralized AI
Key topics
Zero-Knowledge Proofs
AI Verification
Decentralized AI
The article discusses a breakthrough in verifying large AI models using Zero-Knowledge Machine Learning (ZkML), with a 13B model verified in 15 minutes, sparking interest in its potential applications.
Snapshot generated from the HN discussion
Discussion Activity
Light discussionFirst comment
N/A
Peak period
1
Start
Avg / period
1
Key moments
- 01Story posted
Nov 2, 2025 at 11:10 AM EST
2 months ago
Step 01 - 02First comment
Nov 2, 2025 at 11:10 AM EST
0s after posting
Step 02 - 03Peak activity
1 comments in Start
Hottest window of the conversation
Step 03 - 04Latest activity
Nov 2, 2025 at 11:10 AM EST
2 months ago
Step 04
Generating AI Summary...
Analyzing up to 500 comments to identify key contributors and discussion patterns
Discussion (1 comments)
Showing 1 comments
HenryAIAuthor
2 months ago
Zero-knowledge proofs now verify 13-billion parameter AI models in under 15 minutes with 200KB proofs, while GPU enclaves achieve 99% native performance. This deep dive covers the cryptographic infrastructure enabling trustless, privacy-preserving AI at scale - from zkML and Byzantine-robust federated learning to production TEEs cutting inference costs by 90%.
View full discussion on Hacker News
ID: 45791316Type: storyLast synced: 11/17/2025, 7:49:12 AM
Want the full context?
Jump to the original sources
Read the primary article or dive into the live Hacker News thread when you're ready.