pinky dream (✸,✸) (Ø,G) @pinkydreamm - Twitter Profile

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- Simple Technical Flow For @OpenledgerHQ - #gOpenLedger #OpnUp 🐙🧡 What Is OpenLedger ? it helps people build and improve AI models in a decentralized, transparent, and fair way. + People with useful data (like text, images, or code) can share it. + AI developers can use that data to create better AI models. + Everyone gets rewarded fairly for their contributions. Example : someone brings ingredients (data), others cook a meal (build AI), and everyone shares the food (benefits) while the blockchain keeps track of who did what. What is food here ? Rewards For data providers: They earn rewards for sharing good data and can see how it’s used. For AI developers: They get high quality data to build awesome AI without trust issues. For the community: Anyone can join in, contribute, and benefit from the process. It’s all about creating a system where AI isn’t controlled Let’s say you want to create an AI that writes Persian poetry. Data Contribution: Someone (like a poet) uploads a bunch of Persian poems to OpenLedger. They add it to a “Persian Poetry” data pool (called a datanet). The blockchain records this, so everyone knows who shared it and that it’s real. Data Checking: Other people in the community (validators) check the poems to make sure they’re good quality—real poetry, not random text. Once approved, the data is ready to use. Training the AI: You, as the AI developer, grab this verified poetry data and use it to teach your AI how to write poems. OpenLedger gives you tools (like OpenLora) to make your AI really good at this. Sharing the AI: After training, you put your poetry-writing AI on OpenLedger. Others can use it (e.g., to generate poems), and they pay a small fee in tokens. The blockchain handles all payments securely. Earning Rewards: Every time someone uses your AI, you earn tokens. The poet who shared the poems also gets a cut because their data helped make it possible. How Does It Work? (Simple Technical Flow) Here’s the step by step process in an easy, technical but not too technical way Step 1: Adding Data Who: Someone with useful data (e.g., the poet with Persian poems). What: They upload it to a #datanet (a specific data pool, like “Persian Poetry”). How: The blockchain stores it securely and links it to the contributor using something called “Proof of Attribution”—a fancy way of saying “we know who gave this data, and it can’t be changed.” #POA Step 2: Checking the Data Who: Community validators (other users). What: They review the data to ensure it’s high-quality and relevant. How: If it’s good, it gets approved. This is decentralized no one person or company decides; the community does. Step 3: Building the AI Who: You, the AI developer. What: You pick the #datanet you need and use its data to train your AI. How: OpenLedger’s tools help you tweak the AI for your specific goal (e.g., writing poetry). Step 4: Launching the AI Who: You again. What: You put your finished AI on #OpenLedger for others to use. How: It runs on the platform’s decentralized system, and people pay tokens to use it. Step 5: Rewards for Everyone Who: All contributors (data providers, validators, you). What: You all earn tokens or points based on your role. How: The blockchain tracks everything and ensures fair payouts. @Ramkumartweet @ElangovanKamesh @devishreemohan @nthispeaks

0xCrypton_'s tweet photo. - Simple Technical Flow For @OpenledgerHQ -

#gOpenLedger #OpnUp 🐙🧡

What Is OpenLedger ?
it helps people build and improve AI models in a decentralized, transparent, and fair way.

+ People with useful data (like text, images, or code) can share it.

+ AI developers can use that data to create better AI models.

+ Everyone gets rewarded fairly for their contributions.

Example : someone brings ingredients (data), others cook a meal (build AI), and everyone shares the food (benefits) while the blockchain keeps track of who did what.

What is food here ? Rewards

For data providers: They earn rewards for sharing good data and can see how it’s used.

For AI developers: They get high quality data to build awesome AI without trust issues.

For the community: Anyone can join in, contribute, and benefit from the process.

It’s all about creating a system where AI isn’t controlled

Let’s say you want to create an AI that writes Persian poetry.

Data Contribution:
Someone (like a poet) uploads a bunch of Persian poems to OpenLedger. They add it to a “Persian Poetry” data pool (called a datanet).

The blockchain records this, so everyone knows who shared it and that it’s real.

Data Checking:
Other people in the community (validators) check the poems to make sure they’re good quality—real poetry, not random text.

Once approved, the data is ready to use.

Training the AI:
You, as the AI developer, grab this verified poetry data and use it to teach your AI how to write poems. OpenLedger gives you tools (like OpenLora) to make your AI really good at this.

Sharing the AI:
After training, you put your poetry-writing AI on OpenLedger. Others can use it (e.g., to generate poems), and they pay a small fee in tokens.

The blockchain handles all payments securely.

Earning Rewards:
Every time someone uses your AI, you earn tokens. The poet who shared the poems also gets a cut because their data helped make it possible.

How Does It Work? (Simple Technical Flow)

Here’s the step by step process in an easy, technical but not too technical way

Step 1: Adding Data
Who: Someone with useful data (e.g., the poet with Persian poems).
What: They upload it to a #datanet (a specific data pool, like “Persian Poetry”).
How: The blockchain stores it securely and links it to the contributor using something called “Proof of Attribution”—a fancy way of saying “we know who gave this data, and it can’t be changed.” #POA

Step 2: Checking the Data
Who: Community validators (other users).
What: They review the data to ensure it’s high-quality and relevant.
How: If it’s good, it gets approved. This is decentralized no one person or company decides; the community does.

Step 3: Building the AI
Who: You, the AI developer.
What: You pick the #datanet you need and use its data to train your AI.
How: OpenLedger’s tools help you tweak the AI for your specific goal (e.g., writing poetry).

Step 4: Launching the AI
Who: You again.
What: You put your finished AI on #OpenLedger for others to use.
How: It runs on the platform’s decentralized system, and people pay tokens to use it.

Step 5: Rewards for Everyone
Who: All contributors (data providers, validators, you).
What: You all earn tokens or points based on your role.
How: The blockchain tracks everything and ensures fair payouts.

@Ramkumartweet
@ElangovanKamesh
@devishreemohan
@nthispeaks

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