Openledger: Proof of Attribution, Datanets and the yapper reward scenarios
Quote272 words
Market since$OPEN−93%since listingHow it played out ↓Breaks down Openledger's AI stack (Proof of Attribution, Datanets, ModelFactory, OpenLoRA) and models yapper rewards for 2M OPEN across the top 200 under several distribution curves at a $300M FDV.
Key claims
2M OPEN to the top 200 yappers, about $600k at $300M FDV
ModelFactory claims 3.7x faster fine-tuning
OpenLoRA claims thousands of models per GPU with under 100ms switching
. @OpenledgerHQ is absolutely crucial DeAI infra and they will literally pay you to understand why.
DYOR anon.
TL;DR:
- Proof of Attribution: Cryptographically linking who contributed data to model outputs = fair AI revenue sharing
- Datanets: Decentralized networks for validated, domain-specific datasets
- ModelFactory: No-code fine-tuning platform, 3.7x faster than legacy competitors
- OpenLoRA - Deploy 1000s of models/GPU, <100ms switching, 2000+ tokens/sec
- $OPEN token: Powers governance, fees, rewards, and staking
Want skin in the game?
All you have to do is yap. Team will distribute 2M $OPEN tokens to the top 200 yappers based on a snapshot happening on October 1st.
At a very conservative $300M FDV assumption, that would mean $600k in rewards.
Assuming different distribution scenarios, this would result in yapper rewards as follows:
✦ Linear Distribution:
- Top 10: 20,000-25,000 $OPEN ($6,000-7,500)
- Top 50: 12,000-15,000 $OPEN ($3,600-4,500)
- Top 100: 8,000-10,000 $OPEN ($2,400-3,000)
- Top 100-200: 5,000-7,000 $OPEN ($1,500-2,100)
✦ Power Law (80/20):
- Top 10: 40,000-80,000 $OPEN ($12,000-24,000)
- Top 50: 15,000-25,000 $OPEN ($4,500-7,500)
- Top 100: 5,000-8,000 $OPEN ($1,500-2,400)
- Top 100-200: 2,000-4,000 $OPEN ($600-1,200)
✦ Tiered System:
- Top 10: 30,000 $OPEN ($9,000)
- Top 11-50: 15,000 $OPEN ($4,500)
- Top 51-100: 8,000 $OPEN ($2,400)
- Top 101-200: 4,000 $OPEN ($1,200)
✦ Exponential Decay:
- Top 10: 50,000-100,000 $OPEN ($15,000-30,000)
- Top 50: 10,000-20,000 $OPEN ($3,000-6,000)
- Top 100: 3,000-5,000 $OPEN ($900-1,500)
- Top 100-200: 1,000-2,000 $OPEN ($300-600)
✦ Most Likely (Balanced):
- Top 10: 25,000-40,000 $OPEN ($7,500-12,000)
- Top 50: 12,000-18,000 $OPEN ($3,600-5,400)
- Top 100: 6,000-9,000 $OPEN ($1,800-2,700)
- Top 100-200: 3,000-5,000 $OPEN ($900-1,500)
Are you yapping yet anon?
QUOTING @zerokn0wledge_
. @OpenledgerHQ is a next-gen blockchain designed specifically for AI, that enables the monetization of data, models, and agents through on top of decentralized infra. Let me break down the core concepts ↓ ➤ Proof of Attribution: A cryptographic mechanism ensuring transparent a
. @OpenledgerHQ is a next-gen blockchain designed specifically for AI, that enables the monetization of data, models, and agents through on top of decentralized infra. Let me break down the core concepts ↓ ➤ Proof of Attribution: A cryptographic mechanism ensuring transparent a
1 image on X
How the covered assets moved · since 17 Jun 2025
Prices as of 23 Oct 2026This breakdown analyzes the project without making a call on the token, so price moves since publication are shown as market context.
Covered in this piece
Since then
Zero has written 12 more pieces on OpenLedger and $OPEN since this one.
- OpenLedger: Proof of Attribution and the data layer of the AI stackBullish call on $OPEN
- OpenLedger (OPEN) tokenomics: staking, governance and gasCovers $OPEN
- OpenLedger thesis: decentralizing the data layer of the AI stackBullish call on $OPEN
- Why DeFAI agents need domain data and forecasting: OpenLedger and AlloraOn OpenLedger
Daily closes in USD from DefiLlama and Yahoo Finance. Only a bullish or bearish thesis is read as a call; explainers, maps and mentions are context. This is a partner piece. Not financial advice.