Gm
As AI models grow exponentially, traditional computing machines can no longer keep up
Ocean Nodes enable distributed computing, harnessing a global network of distributed, high-quality compute to meet the demands of modern AI training
Explore more:
https://docs.oceanprotocol.com/developers/ocean-node
https://x.com/oceanprotocol/status/1926946858460422373?t=6OVn_JIqniKeovoOyjIing&s=19
As AI models grow exponentially, traditional computing machines can no longer keep up
Ocean Nodes enable distributed computing, harnessing a global network of distributed, high-quality compute to meet the demands of modern AI training
Explore more:
https://docs.oceanprotocol.com/developers/ocean-node
https://x.com/oceanprotocol/status/1926946858460422373?t=6OVn_JIqniKeovoOyjIing&s=19
CPUs and GPUs have powered decades of computing from desktop applications to large-scale enterprise systems
CPUs are optimised for sequential tasks, ideal for logic-heavy operations and operating systems. GPUs, with thousands of smaller cores, are better at handling parallel operations like rendering and machine learning inference
However, both have limits
Modern AI workloads require massive parallelism and scalability that centralised infrastructure often struggles to provide due to cost, energy demands, and hardware limitations
This is where distributed computing enters
By aggregating underutilised compute, from gaming GPUs to idle enterprise resources, distributed systems offer a scalable, cost-effective, and energy-aware alternative to traditional cloud computing
It’s not just more compute, it’s smarter, decentralised, and future-proof
https://x.com/oceanprotocol/status/1927013668971069924?s=46&t=sfyIS0XeZHZd-w68hBLkvw
CPUs are optimised for sequential tasks, ideal for logic-heavy operations and operating systems. GPUs, with thousands of smaller cores, are better at handling parallel operations like rendering and machine learning inference
However, both have limits
Modern AI workloads require massive parallelism and scalability that centralised infrastructure often struggles to provide due to cost, energy demands, and hardware limitations
This is where distributed computing enters
By aggregating underutilised compute, from gaming GPUs to idle enterprise resources, distributed systems offer a scalable, cost-effective, and energy-aware alternative to traditional cloud computing
It’s not just more compute, it’s smarter, decentralised, and future-proof
https://x.com/oceanprotocol/status/1927013668971069924?s=46&t=sfyIS0XeZHZd-w68hBLkvw
How Ocean Tech can act as the Data Layer for Open-Source LLMs
LLMs need vast, diverse, high-quality datasets for:
1. Pretraining - large-scale text corpora
2. Finetuning - task or domain-specific data
3. Evaluation & Alignment - human feedback, bias mitigation, safety tuning
Yet open-source LLMs often struggle with access, quality, compliance, and incentives
Ocean Protocol solves this by transforming data into programmable, ownable, and tradable assets.
LLM Lifecycle with Ocean:
1. Data Tokenisation - Researchers, DAOs, and institutions publish high-quality datasets (e.g. biomedical texts, code, low-resource languages) using Ocean CLI. Each dataset is wrapped as a Data NFT with ERC20 datatokens and registered on-chain.
2. Dataset Discovery - LLM teams can query Ocean for datasets by domain or metadata.
3. On-Chain Access - Access is granted via datatokens, enabling transparent and permissioned data use.
4. Compute-to-Data (C2D) - Instead of moving data, Ocean sends training jobs to where data resides. Privacy and compliance are preserved.
5. Monetisation - Each training run can trigger payments, rewarding data providers with usage-based royalties.
Own your data. Train with Ocean
https://x.com/oceanprotocol/status/1927318635153920162?s=46&t=sfyIS0XeZHZd-w68hBLkvw
LLMs need vast, diverse, high-quality datasets for:
1. Pretraining - large-scale text corpora
2. Finetuning - task or domain-specific data
3. Evaluation & Alignment - human feedback, bias mitigation, safety tuning
Yet open-source LLMs often struggle with access, quality, compliance, and incentives
Ocean Protocol solves this by transforming data into programmable, ownable, and tradable assets.
LLM Lifecycle with Ocean:
1. Data Tokenisation - Researchers, DAOs, and institutions publish high-quality datasets (e.g. biomedical texts, code, low-resource languages) using Ocean CLI. Each dataset is wrapped as a Data NFT with ERC20 datatokens and registered on-chain.
2. Dataset Discovery - LLM teams can query Ocean for datasets by domain or metadata.
3. On-Chain Access - Access is granted via datatokens, enabling transparent and permissioned data use.
4. Compute-to-Data (C2D) - Instead of moving data, Ocean sends training jobs to where data resides. Privacy and compliance are preserved.
5. Monetisation - Each training run can trigger payments, rewarding data providers with usage-based royalties.
Own your data. Train with Ocean
https://x.com/oceanprotocol/status/1927318635153920162?s=46&t=sfyIS0XeZHZd-w68hBLkvw
X (formerly Twitter)
Ocean Protocol (@oceanprotocol) on X
How Ocean Tech can act as the Data Layer for Open-Source LLMs
LLMs need vast, diverse, high-quality datasets for:
1. Pretraining - large-scale text corpora
2. Finetuning - task or domain-specific data
3. Evaluation & Alignment - human feedback, bias mitigation…
LLMs need vast, diverse, high-quality datasets for:
1. Pretraining - large-scale text corpora
2. Finetuning - task or domain-specific data
3. Evaluation & Alignment - human feedback, bias mitigation…
Modern AI is starving for compute
Training and inference need massive GPU power, but most of it is locked behind hyperscalers like AWS or Google Cloud
This creates serious problems:
1. Startups & researchers get priced out
2. Surveillance & compliance risks rise
3. Local innovation gets crushed under central control
Ocean Nodes offer an alternative, a decentralised, permissionless compute layer where:
- Anyone can contribute idle GPUs/CPUs to the network
- Developers can run containerised AI workloads (training, inference, validation)
-All jobs are cryptographically verified with zero-trust security
This turns DePIN from just hardware into intelligence
Learn how Ocean Nodes are becoming the compute layer for sovereign AI:
https://docs.oceanprotocol.com/developers/ocean-node
https://x.com/oceanprotocol/status/1927705239001468982
Training and inference need massive GPU power, but most of it is locked behind hyperscalers like AWS or Google Cloud
This creates serious problems:
1. Startups & researchers get priced out
2. Surveillance & compliance risks rise
3. Local innovation gets crushed under central control
Ocean Nodes offer an alternative, a decentralised, permissionless compute layer where:
- Anyone can contribute idle GPUs/CPUs to the network
- Developers can run containerised AI workloads (training, inference, validation)
-All jobs are cryptographically verified with zero-trust security
This turns DePIN from just hardware into intelligence
Learn how Ocean Nodes are becoming the compute layer for sovereign AI:
https://docs.oceanprotocol.com/developers/ocean-node
https://x.com/oceanprotocol/status/1927705239001468982
Oceanprotocol
Ocean Nodes | Ocean Protocol
The new Ocean stack
Earn crypto rewards using AI in our ASI Predictoor program!
Submit UP / DOWN crypto price predictions to compete with other Predictoors for rewards based on accuracy.
Put your AI / ML skills to good use!
Join ASI Predictoor at https://predictoor.ai
https://x.com/oceanprotocol/status/1928062377359995100
Submit UP / DOWN crypto price predictions to compete with other Predictoors for rewards based on accuracy.
Put your AI / ML skills to good use!
Join ASI Predictoor at https://predictoor.ai
https://x.com/oceanprotocol/status/1928062377359995100
X (formerly Twitter)
Ocean Protocol (@oceanprotocol) on X
Earn crypto rewards using AI in our ASI Predictoor program!
Submit UP / DOWN crypto price predictions to compete with other Predictoors for rewards based on accuracy.
Put your AI / ML skills to good use!
Join ASI Predictoor at https://t.co/jXPSx5rvDq
…
Submit UP / DOWN crypto price predictions to compete with other Predictoors for rewards based on accuracy.
Put your AI / ML skills to good use!
Join ASI Predictoor at https://t.co/jXPSx5rvDq
…
What if you could license your dataset in minutes, not months?
With Ocean CLI:
1. Upload your dataset
2. Tokenise it with a Data NFT
3. Sell access with Datatokens
Smart contracts do the lawyering. You focus on research
https://docs.oceanprotocol.com/developers/contracts/data-nfts
https://x.com/oceanprotocol/status/1928419521078927734
With Ocean CLI:
1. Upload your dataset
2. Tokenise it with a Data NFT
3. Sell access with Datatokens
Smart contracts do the lawyering. You focus on research
https://docs.oceanprotocol.com/developers/contracts/data-nfts
https://x.com/oceanprotocol/status/1928419521078927734
What if your dApp could:
- Run machine learning models without exposing data
- Seamlessly offload compute to a decentralised network
- Reward both developers and node operators in one integrated flow?
Start here: https://docs.oceanprotocol.com/developers/ocean-node
https://x.com/oceanprotocol/status/1929502145352532328
- Run machine learning models without exposing data
- Seamlessly offload compute to a decentralised network
- Reward both developers and node operators in one integrated flow?
Start here: https://docs.oceanprotocol.com/developers/ocean-node
https://x.com/oceanprotocol/status/1929502145352532328
Oceanprotocol
Ocean Nodes | Ocean Protocol
The new Ocean stack
"We are naturally born cyborgs, our brain quickly co-opts technology as part of us."
In this conversation, Ocean founder @trentmc0 shares his vision for non-invasive BCIs, sovereign compute, and Ocean’s role in enabling a decentralised AI future.
https://x.com/oceanprotocol/status/1929854619515072519?t=hN1HDsyDMoS6ukaxPYpI1Q&s=19
In this conversation, Ocean founder @trentmc0 shares his vision for non-invasive BCIs, sovereign compute, and Ocean’s role in enabling a decentralised AI future.
https://x.com/oceanprotocol/status/1929854619515072519?t=hN1HDsyDMoS6ukaxPYpI1Q&s=19
X (formerly Twitter)
Ocean Protocol (@oceanprotocol) on X
"We are naturally born cyborgs, our brain quickly co-opts technology as part of us."
In this conversation, Ocean founder @trentmc0 shares his vision for non-invasive BCIs, sovereign compute, and Ocean’s role in enabling a decentralised AI future.
In this conversation, Ocean founder @trentmc0 shares his vision for non-invasive BCIs, sovereign compute, and Ocean’s role in enabling a decentralised AI future.
AI engineers, we get it, accessing high-quality data while staying compliant can be a real challenge
That’s why we built the Ocean VS Code extension
It lets you publish datasets, manage datatokens, and run compute-to-data jobs all from the comfort of your editor
No need to jump between tools. Just open VS @code and start building privacy-preserving, decentralised AI pipelines with full traceability baked in
Explore what’s possible:
https://docs.oceanprotocol.com/developers/vscode
https://x.com/oceanprotocol/status/1930196077090570550?t=3SrW8yq_KLEltlr89N1zWg&s=19
That’s why we built the Ocean VS Code extension
It lets you publish datasets, manage datatokens, and run compute-to-data jobs all from the comfort of your editor
No need to jump between tools. Just open VS @code and start building privacy-preserving, decentralised AI pipelines with full traceability baked in
Explore what’s possible:
https://docs.oceanprotocol.com/developers/vscode
https://x.com/oceanprotocol/status/1930196077090570550?t=3SrW8yq_KLEltlr89N1zWg&s=19
Oceanprotocol
VSCode Extension | Ocean Protocol
Put your AI to work, and make more $!
Our ASI Predictoor program gives crypto rewards to AI bots that accurately predict crypto price directions: UP / DOWN every 5m / 1hr.
Give it a try, and submit your AI bot today!
Join at https://predictoor.ai
https://x.com/oceanprotocol/status/1930590398830809597
Our ASI Predictoor program gives crypto rewards to AI bots that accurately predict crypto price directions: UP / DOWN every 5m / 1hr.
Give it a try, and submit your AI bot today!
Join at https://predictoor.ai
https://x.com/oceanprotocol/status/1930590398830809597
Excited to be a community partner for @ProofofTalk, bringing together the biggest names on stage, including @BarrySilbert, @CathieDWood & @balajis!
And the best part for our community is that we have a discount code activated especially for you: https://www.proofoftalk.io/tickets?doo_code=OCEAN#ticdemosec
https://x.com/oceanprotocol/status/1931640793124470850?s=46&t=sfyIS0XeZHZd-w68hBLkvw
And the best part for our community is that we have a discount code activated especially for you: https://www.proofoftalk.io/tickets?doo_code=OCEAN#ticdemosec
https://x.com/oceanprotocol/status/1931640793124470850?s=46&t=sfyIS0XeZHZd-w68hBLkvw
www.proofoftalk.io
Tickets
Secure your spot at the #1 Networking Event In Web3 — Proof of Talk 2025. The event will be held at the Louvre Palace, MAD in Paris.
GM ☀️
The future is secret computing
Data stays put
No intermediaries. No exposure
Just secure, verifiable computation
https://x.com/oceanprotocol/status/1932012662155563509?t=8-jPaTz_SdLrBgoDavfH8Q&s=19
The future is secret computing
Data stays put
No intermediaries. No exposure
Just secure, verifiable computation
https://x.com/oceanprotocol/status/1932012662155563509?t=8-jPaTz_SdLrBgoDavfH8Q&s=19
X (formerly Twitter)
Ocean Protocol (@oceanprotocol) on X
GM ☀️
The future is secret computing
Data stays put
No intermediaries. No exposure
Just secure, verifiable computation
The future is secret computing
Data stays put
No intermediaries. No exposure
Just secure, verifiable computation
The Ocean VS Code extension brings decentralised AI workflows right into your IDE:
-Run privacy-preserving compute jobs (C2D)
-Tokenize & monetize datasets
-Monitor jobs in real-time
-Access AI-ready data, no backend needed
Your AI command centre, built for Web3
Explore it: https://docs.oceanprotocol.com/developers/vscode
https://x.com/oceanprotocol/status/1932119033484382288?t=15gzgbpdMNjWoxF-eFyh1A&s=19
-Run privacy-preserving compute jobs (C2D)
-Tokenize & monetize datasets
-Monitor jobs in real-time
-Access AI-ready data, no backend needed
Your AI command centre, built for Web3
Explore it: https://docs.oceanprotocol.com/developers/vscode
https://x.com/oceanprotocol/status/1932119033484382288?t=15gzgbpdMNjWoxF-eFyh1A&s=19
Oceanprotocol
VSCode Extension | Ocean Protocol
Verifiable Data Provenance with Ocean Protocol
In an era of increasing AI regulation (e.g. the EU AI Act), data provenance is no longer optional, it’s essential. Teams must not only know what data powers their models but also prove it
Ocean Protocol makes this possible with a transparent, auditable stack built for decentralised AI
-Data NFTs let you uniquely identify and tokenise datasets
-Datatokens enable controlled, on-chain access
-Every compute job and data interaction is logged immutably, creating a full audit trail
-Datasets and models are versioned, so you can trace:
1. How data evolved over time
2. Which model was trained on which version
With Ocean, you go from black-box AI to traceable, compliant, and trustworthy pipelines
Explore how to build transparent AI systems:
docs.oceanprotocol.com/developers
https://x.com/oceanprotocol/status/1932460922515157151?s=46&t=sfyIS0XeZHZd-w68hBLkvw
In an era of increasing AI regulation (e.g. the EU AI Act), data provenance is no longer optional, it’s essential. Teams must not only know what data powers their models but also prove it
Ocean Protocol makes this possible with a transparent, auditable stack built for decentralised AI
-Data NFTs let you uniquely identify and tokenise datasets
-Datatokens enable controlled, on-chain access
-Every compute job and data interaction is logged immutably, creating a full audit trail
-Datasets and models are versioned, so you can trace:
1. How data evolved over time
2. Which model was trained on which version
With Ocean, you go from black-box AI to traceable, compliant, and trustworthy pipelines
Explore how to build transparent AI systems:
docs.oceanprotocol.com/developers
https://x.com/oceanprotocol/status/1932460922515157151?s=46&t=sfyIS0XeZHZd-w68hBLkvw
Oceanprotocol
Developers | Ocean Protocol
Have you tried the Ocean VS Code extension yet?
Anonymous Poll
27%
Yes
45%
No
27%
Hearing about it for the first time
9%
Tried it, but ran into issues
Inference allows a trained AI model to apply its knowledge to new, unseen data, transforming raw inputs into meaningful predictions or decisions
However, centralised inference is challenging due to strict privacy regulations, concerns about exposing data, and the high costs & delays associated with cloud computing
The Ocean C2D framework elegantly bridges this gap by enabling secure, privacy-preserving AI inference. Instead of moving data to the model, Ocean C2D packages the model in an isolated environment and sends it directly to the encrypted data location. Trusted execution nodes process the data on-site, ensuring that neither raw data nor model weights are ever exposed
Smart contracts and datatokens automate permissions and payments to reward node operators & data owners, enabling decentralised inference across borders
Learn more: https://docs.oceanprotocol.com/developers/compute-to-data
https://x.com/oceanprotocol/status/1932818660214640913
However, centralised inference is challenging due to strict privacy regulations, concerns about exposing data, and the high costs & delays associated with cloud computing
The Ocean C2D framework elegantly bridges this gap by enabling secure, privacy-preserving AI inference. Instead of moving data to the model, Ocean C2D packages the model in an isolated environment and sends it directly to the encrypted data location. Trusted execution nodes process the data on-site, ensuring that neither raw data nor model weights are ever exposed
Smart contracts and datatokens automate permissions and payments to reward node operators & data owners, enabling decentralised inference across borders
Learn more: https://docs.oceanprotocol.com/developers/compute-to-data
https://x.com/oceanprotocol/status/1932818660214640913
Oceanprotocol
Compute to data | Ocean Protocol
Compute to data version 2 (C2dv2)
DePIN is booming. But how do these networks monetise and compute on real-world data?
Ocean Nodes bring the missing piece, a decentralised, privacy-first compute layer for AI and analytics
Here’s how it works:
1. Raw data stays local (e.g., EV logs, smart meters)
2. Compute jobs run on-site, no data ever exposed
3. Low-latency inference at the edge
4. Providers earn per job, users pay only for what they use
Compute-to-Data in action
Decentralized. Secure. Scalable
https://x.com/oceanprotocol/status/1933105507041944051
Ocean Nodes bring the missing piece, a decentralised, privacy-first compute layer for AI and analytics
Here’s how it works:
1. Raw data stays local (e.g., EV logs, smart meters)
2. Compute jobs run on-site, no data ever exposed
3. Low-latency inference at the edge
4. Providers earn per job, users pay only for what they use
Compute-to-Data in action
Decentralized. Secure. Scalable
https://x.com/oceanprotocol/status/1933105507041944051
Did you know?
In just 5 simple steps, you can tokenise and monetise your data using Ocean CLI:
1. Prepare your files
– Create a small metadata file (title, description, author)
– Organise your dataset (CSV, images, etc.)
2. Install & log in
– Install via npm install -g oceanprotocol/cli
– Log in with ocean account login
3. Publish your dataset
– Run ocean publish with your metadata and data files
4. Mint your Data NFT and datatoken
– Ocean CLI automatically generates both assets for access control and monetisation
5. Share or sell access
– Distribute datatokens to give users permission to download or compute on your dataset
Your data is now on-chain, verifiable, and under your control
Explore more: https://docs.oceanprotocol.com/developers/ocean-cli
https://x.com/oceanprotocol/status/1933189179707396361?s=46&t=sfyIS0XeZHZd-w68hBLkvw
In just 5 simple steps, you can tokenise and monetise your data using Ocean CLI:
1. Prepare your files
– Create a small metadata file (title, description, author)
– Organise your dataset (CSV, images, etc.)
2. Install & log in
– Install via npm install -g oceanprotocol/cli
– Log in with ocean account login
3. Publish your dataset
– Run ocean publish with your metadata and data files
4. Mint your Data NFT and datatoken
– Ocean CLI automatically generates both assets for access control and monetisation
5. Share or sell access
– Distribute datatokens to give users permission to download or compute on your dataset
Your data is now on-chain, verifiable, and under your control
Explore more: https://docs.oceanprotocol.com/developers/ocean-cli
https://x.com/oceanprotocol/status/1933189179707396361?s=46&t=sfyIS0XeZHZd-w68hBLkvw
Oceanprotocol
Ocean CLI | Ocean Protocol
CLI tool to interact with the oceanprotocol's JavaScript library to privately & securely publish, consume and run compute on data.
You deserve crypto rewards this good!
Get rewarded by ASI Predictoor when your AI bot submits accurate crypto price predictions...
That predict if crypto will be UP or DOWN each 5m / 1h and make $.
Read on, anon: https://blog.oceanprotocol.com/df145-completes-and-df146-launches-f7afd3368239
https://x.com/oceanprotocol/status/1933487793134571787?s=46&t=sfyIS0XeZHZd-w68hBLkvw
Get rewarded by ASI Predictoor when your AI bot submits accurate crypto price predictions...
That predict if crypto will be UP or DOWN each 5m / 1h and make $.
Read on, anon: https://blog.oceanprotocol.com/df145-completes-and-df146-launches-f7afd3368239
https://x.com/oceanprotocol/status/1933487793134571787?s=46&t=sfyIS0XeZHZd-w68hBLkvw
Medium
DF145 Completes and DF146 Launches
Predictoor DF145 rewards available. DF146 runs June 12th — June 19th, 2025
Why send data to the cloud when the cloud can come to your AI?
DePAI unlocks real-world data from decentralized sensors, robots, and physical AI
Ocean Compute brings the missing piece: private, secure, and on-site compute
With Ocean Compute-to-Data, DePAI nodes can:
1. Run AI models locally on sensitive sensor data without exposing it
2. Earn rewards for providing decentralised power to global AI developers
3. Enable federated learning across AI without sharing raw data
Train smarter, stay private
https://x.com/oceanprotocol/status/1933512736618549682?s=46&t=sfyIS0XeZHZd-w68hBLkvw
DePAI unlocks real-world data from decentralized sensors, robots, and physical AI
Ocean Compute brings the missing piece: private, secure, and on-site compute
With Ocean Compute-to-Data, DePAI nodes can:
1. Run AI models locally on sensitive sensor data without exposing it
2. Earn rewards for providing decentralised power to global AI developers
3. Enable federated learning across AI without sharing raw data
Train smarter, stay private
https://x.com/oceanprotocol/status/1933512736618549682?s=46&t=sfyIS0XeZHZd-w68hBLkvw