As agentic AI evolves, it needs secure, privacy-preserving infrastructure

Ocean’s tech stack delivers exactly that, letting agents compute on private data without exposing it

With Ocean Nodes + C2D:
- Access decentralized compute
- Run models securely
- Keep data private

Learn more: https://docs.oceanprotocol.com/developers/ocean-node

https://x.com/oceanprotocol/status/1919783862952935669

Gm☀️

The future of AI belongs to those who build with privacy at the core

Ocean gives you the tools: open-source, efficient, and ready to scale

Own your data. Build without compromise

https://oceanprotocol.com/build/developer-hub/

https://x.com/oceanprotocol/status/1920060133775733073?t=kR35S3UVulmXYkpWeghrUQ&s=19

Amplify your ML crypto trading gains!

ASI Predictoor pays crypto rewards to AI bots that accurately predict UP / DOWN crypto price directions!

Join at https://predictoor.ai

Read this week's deets:
https://blog.oceanprotocol.com/df140-completes-and-df141-launches-58384c3f1795

https://x.com/oceanprotocol/status/1920358002579632550

From AGI to ASI, powered by community, computation, and collaboration

Join @oceanprotocol’s @trentmc0 and the @ASI_Alliance for “DeAGI & Cocktails” on May 16 in Toronto

Let’s build the next wave of AI together

Register here: lu.ma/hlzznmy7

https://x.com/oceanprotocol/status/1920402387035959670?t=kvze0GUpWaPUvHvRJC_x6Q&s=19

AI models shouldn’t grow at the cost of data privacy

With Ocean’s Compute-to-Data, algorithms can train on quality datasets without exposing them, enabling secure, scalable AI

That’s how AI should evolve

Learn more: https://docs.oceanprotocol.com/developers/compute-to-data

https://x.com/oceanprotocol/status/1921959202362208470

Developers, the week you’ve been waiting for is here

In just 3 days on May 16, join us in Toronto to go from code to compute and build decentralised AI using Ocean Nodes + VS Code

Part 1 (1:15–2:10 PM):
Intro to deploying AI algorithms using Ocean’s tech stack

Part 2 (2:30–4:30 PM):
50 devs will get hands-on experience writing and running their own AI algorithms live

📍Sheraton Centre Toronto Hotel

Register: https://lu.ma/d7jwm2r5

https://x.com/oceanprotocol/status/1922258256355066207

When we talk about the Ocean tech stack, we mean a full suite designed for AI developers

Build, train, and scale with:
1. Data NFTs – Tokenize & share datasets
2. C2D – Run privacy-preserving compute
3. Ocean Nodes – Fast, distributed AI infrastructure

Explore: https://oceanprotocol.com/build/developer-hub/


https://x.com/oceanprotocol/status/1922307596582805775?t=a7D8njpwxwYrJB1veIk8pw&s=19

Make more $ trading crypto with AI!

Get juicy crypto rewards for your AI crypto price predictions when you submit *accurate* predictions to our ASI Predictoor program!

Make $ when you're right about UP / DOWN price direction - not on estimating price!

https://blog.oceanprotocol.com/df141-completes-and-df142-launches-2d5687f83072

https://x.com/oceanprotocol/status/1922894717278142959

We all know it, LLMs and GenAI demand massive compute and data

Centralised computing can’t keep up. It faces limitations like scalability bottlenecks, privacy risks, and a single point of failure

Ocean Nodes lets you tap into a global network of idle GPUs/TPUs to train and fine-tune AI models, securely & affordably

Key benefits:

-Privacy-preserving fine-tuning: Only the trained model or insights return; raw data remains secure via Ocean C2D
-Distributed Computing: Spread across multiple machines to overcome centralised GPU constraints
-Token incentives: Node operators earn rewards, helping developers scale using community compute

Explore more: https://github.com/oceanprotocol/ocean-node

https://x.com/oceanprotocol/status/1923056899966074928

Developers, 1 DAY TO GO!

Learn how to build decentralised AI with Ocean Nodes + @code at our Toronto workshop!

📍Sheraton Centre Toronto
🕐 May 16 | 1:15–4:30 PM

Part 1 (1:15 PM – 2:10 PM): Learn to deploy private AI algorithms using Ocean Nodes & VS Code

Part 2 (2:30 PM – 4:30 PM): 50 devs will write & run their own AI algorithms

Go from code to compute with no prior AI experience needed!

More details here: lu.ma/d7jwm2r5


https://x.com/oceanprotocol/status/1923128253893529941?t=XO8LrH-LnijHFQH_qWxgSw&s=19

“AI are people too” - @trentmc0 at the DeAGI @ASI_Alliance dedicated event at #Consensus2025


https://x.com/oceanprotocol/status/1923162740866089223?t=JjezHXSjZLdJfwJQulfkZQ&s=19

Make your Data an asset class with Ocean CLI

It's a powerful, scriptable tool that lets you interact with Ocean core features. Here’s what you can do with it:

1. Publish data services - Create a Data NFT, datatoken, metadata DDO, and set a price in one go (whether it’s a downloadable file or a Compute-to-Data service)
2. Update assets anytime - Easily edit metadata and pricing post-publish
3. Consume data assets - Order datatokens and download content with a single command
4. Enable Compute-to-Data - Using approved algorithms, launch decentralised compute jobs on your data.

To get started, clone the Ocean CLI repository, set your environment variables (e.g., PRIVATE_KEY, RPC, NODE_URL), and run commands using "npm run cli"

Try it here: https://github.com/oceanprotocol/ocean-cli

https://x.com/oceanprotocol/status/1924425289297195311

Did you know?

The Ocean VS Code Extension lets you test and run compute jobs directly from your editor, no external tools required

Simulate Ocean network jobs locally in a built-in sandbox, speeding up AI workflows with zero blockchain overhead

https://docs.oceanprotocol.com/developers/vscode


https://x.com/oceanprotocol/status/1924758257773543682?t=MgCBT4JGYjqS8PdGJ1XDbw&s=19

AI folks, we’ve all hit this wall

The traditional “download data → train model” workflow is outdated and risky

Ocean C2D has a solution!

Instead of moving the data to your model, Ocean C2D lets you send your ML/AI algorithm to the data in a secure, sandboxed environment, where only insights are returned

This is made possible by:

1. Containerised execution (e.g., Docker, Kubernetes)
2. On-chain access control (via data tokens)
3. Decentralised orchestration across compute providers via Ocean Nodes

Read how it bridges the gap between data privacy and AI utility:
https://docs.oceanprotocol.com/developers/compute-to-data

https://x.com/oceanprotocol/status/1925137001319121287

It's time to start making more $ trading with AI!

Earn crypto rewards in our ASI Predictoor program when your AI bot submits accurate UP / DOWN crypto price predictions!

Learn about this week's details here: https://blog.oceanprotocol.com/df142-completes-and-df143-launches-662d524e3ef8


https://x.com/oceanprotocol/status/1925431434162184300?t=RzOk6hfaPlEi4Yq3GM7i2A&s=19

It’s Web3 meets DataOps, built for the age of AI superintelligence

Ocean Data NFTs let data creators own, control, and monetise their data, without giving it away

They also power privacy-preserving AI pipelines with token-gated access and crypto incentives

Learn more: https://docs.oceanprotocol.com/developers/contracts/data-nfts

https://x.com/oceanprotocol/status/1925522098820096103?s=46&t=sfyIS0XeZHZd-w68hBLkvw

The Ocean CLI tool is your gateway to privacy-preserving AI development

With a single command, such as "npm run cli publish path/to/metadata.json", you can easily tokenise your data into on-chain Data NFTs

Once tokenised, you can leverage Ocean Compute-to-Data to:

1. Perform federated learning on private datasets
2. Train ML models on fresh, real-world data
3. Build data cooperatives, all while staying compliant

Learn how it enables data scientists, AI developers, and researchers to unlock data value securely

https://docs.oceanprotocol.com/developers/ocean-cli

https://x.com/oceanprotocol/status/1925867112343457990?t=J7hIWI1tI0hctH_cid0t8g&s=19

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

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

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

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