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Weekly DeAI & DePAI Roundup: Meta's 25x Faster AI Training and Key Project Updates

Weekly DeAI & DePAI Roundup: Meta's 25x Faster AI Training and Key Project Updates

In the fast-evolving world of decentralized AI (DeAI) and decentralized physical AI (DePAI), staying updated is key for blockchain enthusiasts and practitioners. A recent thread from @S4mmyEth on X highlights some exciting developments, starting with Meta's groundbreaking advancement in AI training. Let's break it down in simple terms, explaining the tech along the way.

DePAI illustration with AI logos and growth curve

Meta's Reinforcement Learning Breakthrough

The thread kicks off with Meta's announcement of a method that speeds up AI training by 25 times using Reinforcement Learning (RL). RL is a type of machine learning where AI agents learn through trial and error, getting rewards for good actions and penalties for bad ones—think of it like training a dog with treats.

This new approach, called Scalable Option Learning (SOL), tackles a big bottleneck in training complex AI agents, especially for robotics and long-term planning. Instead of processing decisions one by one, SOL uses a unified network that handles planning and sub-tasks in parallel, making everything faster and more efficient. For blockchain folks, this could supercharge DeAI applications where agents need to handle intricate, multi-step processes on-chain.

The original breakdown comes from @JacksonAtkinsX, emphasizing how this opens doors for more robust AI in business, research, and everyday automation.

Diagram explaining Meta's Scalable Option Learning method

IOTX Partners with N26 for Broader Adoption

Shifting to project updates, IoTeX ($IOTX) has teamed up with N26, a popular mobile bank in Europe serving over 8 million users across 24 countries. This partnership lets N26 users buy and sell IOTX directly in the app, bridging traditional finance with blockchain.

IoTeX is a layer-1 blockchain focused on connecting real-world data to AI models, making it a key player in DePAI. This move could boost adoption by exposing more people to crypto through familiar banking apps. Check out the announcement here.

Talus Network Launches Foundation and Litepaper

Next up, @TalusNetwork has established its foundation and released a litepaper outlining its goals for decentralization. Talus uses a "Nexus" framework for verifiable AI inference, ensuring security in AI operations—a must-have in DeAI to prevent tampering or errors.

This development addresses real needs in the space, like trustworthy AI computations on blockchain. The litepaper details plans for growth, making it a solid read for anyone interested in secure DeAI ecosystems. See the full post here.

GAIB and PrismaXai Team Up for Robotic Data

@gaib_ai is partnering with @PrismaXai to scale teleoperation and turn robotic data into financial assets. Teleoperation means remotely controlling robots, and this collab creates a system for collecting, monetizing, and using that data in AI training.

In DePAI, robots need specialized datasets to function in real-world scenarios, and this partnership pushes toward that by financializing the data on-chain. It's a step toward making robotics more accessible and profitable in Web3. Details in the thread here.

GAIB and PrismaXai partnership announcement graphic

Fraction AI Introduces Initial Intelligence Offering (IIO)

@FractionAI_xyz is shaking things up with its Initial Intelligence Offering (IIO), a novel way to earn stakes in AI intelligence generated on their platform. Think of it like an ICO but for AI smarts—users can participate in auto-training AI agents and benefit from the outcomes.

As the first decentralized auto-training platform for AI agents, Fraction is backed by big names and aims to democratize AI development. This could be a game-changer for DeAI, letting more people contribute to and profit from AI advancements. Read more here.

Silencio: The Ears for AI and Robotics

@silencioNetwork is positioning itself as "the world's ears" for AI and robotics by mapping noise levels to enhance training data. With over 1.1 million users contributing to a massive noise database, they're expanding their vision beyond just an app.

A big reveal is set for September 17, promising to bring "the world's ears to life." This focuses on sensory data for robots, crucial for DePAI where AI needs to understand environments through sound. Teaser video and details here.

CodecFlow's optr SDK for Easier Simulations

@codecopenflow has updated its optr SDK, allowing developers to run robotics simulations on remote servers. This lowers the barrier for those without high-end hardware, making DePAI experimentation more inclusive.

Built on Solana, CodecFlow serves as an execution layer for AI operators and robotics, streamlining development in the space. More on this update here.

Giza Reaches $20M AUM with New Features

Finally, @gizatechxyz has hit $20 million in Assets Under Management (AUM) and launched Pulse and Swarm intelligence. These tools automate strategies like Pendle yield farming on stablecoins, using autonomous agents to optimize returns.

Giza predicts that 90% of internet activity will be agentic by 2026, highlighting the rise of AI-driven actions. This is huge for DeFi and DeAI integration, letting users earn passively. Announcement here.

Giza $20M AUM milestone graphic

As AI and blockchain continue to merge, threads like this from @S4mmyEth keep the community informed. With RL advancements accelerating robotics and DePAI projects pushing boundaries, the future looks bright—and decentralized. If you're into meme tokens with AI twists, keep an eye on how these techs influence the next wave of viral crypto assets. For more insights, subscribe to updates on meme-insider.com.

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