Pundi X AMA on Revolutionizing Infrastructure with RWAs and DePIN

Stratos Jets, a private jet franchise based in Florida, has recently announced a partnership with BitPay, a prominent cryptocurrency payments provider. This collaboration, revealed on December 3, aims to facilitate cryptocurrency payments for private charter flights, reflecting the growing acceptance of digital currencies in various sectors. As the market for cryptocurrencies continues to gain momentum, particularly with increasing regulatory clarity, Stratos Jets is positioning itself to cater to a clientele that values innovative payment solutions. The integration of BitPay's services will allow Stratos Jets' customers to pay for their flights using Bitcoin, Ethereum, and over 100 other cryptocurrencies. This move not only enhances the payment options available to clients but also promises lower transaction fees and faster processing times. To incentivize the adoption of these new payment methods, Stratos Jets is offering up to a 5% discount for customers who choose to pay with supported cryptocurrencies throughout December 2024. This strategic decision underscores the company's commitment to adapting to the evolving financial landscape. Joel Thomas, the CEO of Stratos Jets, emphasized the importance of this integration, stating that it enriches their service offerings and provides a secure and seamless payment experience for clients. By partnering with BitPay, Stratos Jets aims to reach a broader audience, catering to those who appreciate luxury travel and cutting-edge payment solutions. This initiative marks a significant step towards embracing the future of finance within the private aviation industry, aligning with the broader trend of cryptocurrency adoption in everyday transactions.

On November 26, Binance founder Zhao Changpeng expressed his views on meme coins, stating that while he does not oppose them, the focus on such coins has overshadowed promising blockchain projects. This sentiment highlights the potential of projects like Network3, a decentralized edge AI infrastructure that aims to disrupt the AI landscape dominated by large tech firms. By integrating blockchain technology with decentralized physical infrastructure networks (DePIN) and federated learning, Network3 provides a collaborative framework for AI developers while ensuring data privacy and security. The project has seen remarkable growth, with over 100,000 new nodes added recently, bringing its total to over 507,261 across 188 countries, positioning it as a significant player in the DePIN sector. The market outlook for Network3 is promising, particularly as the DePIN and Edge AI sectors are poised for substantial growth. According to reports, the DePIN market could reach approximately $2.2 trillion by 2024 and $3.5 trillion by 2028, while the Edge AI market is expected to grow from $27.01 billion in 2024 to $269.82 billion by 2032. Despite the current market capitalization of the DePIN sector being only $1.33 billion, the potential for rapid growth is evident as more developers and enterprises engage with this technology. Network3's unique combination of DePIN and Edge AI not only enhances data privacy and efficiency but also opens new avenues for investment and application. In terms of token economics, Network3 has a clear model with a total supply of 1 billion tokens, 75% of which is allocated to community incentives through mining and AI model training. The project has successfully secured $5.5 million in funding from notable investors, which will support its technological advancements and global expansion. As the Token Generation Event (TGE) and airdrop approach, Network3 is set to enter a new growth phase, making it an attractive opportunity for long-term investors. With its innovative approach and strong market positioning, Network3 is well-positioned to become a key player in the decentralized AI and DePIN landscape.

In a significant development for home-based mining, Streamr, a decentralized real-time data network, has partnered with JDI, a leader in decentralized physical infrastructure networks (DePIN). Together, they are launching the Terminal Multi-Miner, a device that combines multi-token mining capabilities with participation in decentralized protocols. This innovative mining solution aims to provide users with a seamless way to engage with DePIN and the decentralized economy from their homes. The Terminal Multi-Miner supports various cryptocurrencies, including $DATA and $ANYONE, and features a modular design that allows for customization and efficiency in mining operations. The upcoming Terminal T2 model, set to launch in Q1 2025, will enhance the multi-token mining experience by integrating with the Streamr Network. This model will enable users to mine $DATA while contributing to the Streamr protocol, thus simplifying their participation in the ecosystem. The Terminal Multi-Miner is designed to be user-friendly, with plug-and-play functionality that lowers technical barriers, making advanced crypto-mining technology accessible to everyday users. JDI's founder, Yiming Wang, expressed excitement about leveraging Streamr's technology to create a unique mining experience tailored for Web3 users. Matthew Fontana, CEO of Streamr, emphasized the importance of this collaboration in advancing DePIN and decentralized data networks. By providing an accessible entry point for users to engage with the Streamr Network and other Web3 protocols, they aim to enhance the decentralization and scalability of DePIN, which is crucial for its long-term success. With JDI's proven track record in hardware manufacturing and Streamr's expertise in scalable P2P infrastructure, the Terminal Multi-Miner represents a promising step towards making decentralized physical infrastructure a mainstream reality.

Meta's recent release of Llama 3.2 marks a significant advancement in the fine-tuning of large language models (LLMs), making it easier for machine learning engineers and data scientists to enhance model performance for specific tasks. This guide outlines the fine-tuning process, including the necessary setup, dataset creation, and training script configuration. Fine-tuning allows models like Llama 3.2 to specialize in particular domains, such as customer support, resulting in more accurate and relevant responses compared to general-purpose models. To begin fine-tuning Llama 3.2, users must first set up their environment, particularly if they are using Windows. This involves installing the Windows Subsystem for Linux (WSL) to access a Linux terminal, configuring GPU access with the appropriate NVIDIA drivers, and installing essential tools like Python development dependencies. Once the environment is prepared, users can create a dataset tailored for fine-tuning. For instance, a dataset can be generated to train Llama 3.2 to answer simple math questions, which serves as a straightforward example of targeted fine-tuning. After preparing the dataset, the next step is to set up a training script using the Unsloth library, which simplifies the fine-tuning process through Low-Rank Adaptation (LoRA). This involves installing required packages, loading the model, and beginning the training process. Once the model is fine-tuned, it is crucial to evaluate its performance by generating a test set and comparing the model's responses against expected answers. While fine-tuning offers substantial benefits in improving model accuracy for specific tasks, it is essential to consider its limitations and the potential effectiveness of prompt tuning for less complex requirements.

**DIMO Shifting Gears in the Automotive Industry** DIMO is making significant strides in the automotive technology sector by adding over 115,000 cars to the world's first open mobility network. The company is focused on paving the way for a smarter, more connected car future. With upcoming game-changing releases, strategic partnerships, and innovative campaigns, DIMO aims to redefine the concept of car ownership and enhance the driving experience for the 1.5 billion cars currently on the road. What's on the Horizon The recent overhaul of the logo, app, and website is just the beginning. DIMO is gearing up to unveil a series of major product launches, partnerships, driving competitions, and giveaways throughout the winter, signaling a new chapter for the company. The introduction of the Global Accounts system represents a significant upgrade, offering a user-friendly alternative to traditional blockchain wallets. This system acts as a gateway to a range of car apps, fostering enhanced interoperability within the auto industry. To experience this innovation, users can download the DIMO Mobile app. The Arrival of Next-Gen Technology DIMO is also introducing the next generation LTE R1 device, with preorders set to commence shipping on Monday. This device boasts affordability, compactness, easy installation, reliable LTE connectivity, and expanded compatibility with a wider range of vehicles within the DIMO network. For a limited time, customers can avail of a special offer using code D2ISHERE to purchase one device and get another at a 50% discount. Driving Mass Adoption and Everyday Value As the next billion users embrace cryptocurrency, DIMO is positioned as a key player offering a real-world use case that enhances daily life. By integrating blockchain technology into the automotive sector, DIMO aims to streamline the user experience and seamlessly incorporate crypto solutions into everyday commuting. Looking ahead to 2025, expect to see exciting collaborations aimed at propelling the industry forward and setting new standards for consumer apps in the web3 era. The Future of Car Ownership DIMO drivers are at the forefront of shaping the future of car ownership. The company invites individuals to join and participate in this transformative journey, offering opportunities to earn rewards. To stay updated on partner announcements, new product launches, and chances to win prizes, explore the D2 Era.

The Hivemapper Foundation has recently formed a strategic partnership with Kamino and Jito Labs to launch the HONEY-JitoSOL liquidity treasury incentive plan. This initiative comes at a time when many investors in the cryptocurrency market are still engaged in zero-sum games, while decentralized physical infrastructure networks (DePIN) are paving new avenues for value creation. The rapid advancement of Web3 technology is facilitating a deep integration of DePIN and decentralized finance (DeFi), which is reshaping the blockchain industry's landscape. This integration promises to enhance the liquidity of physical assets and foster substantial innovation across the blockchain ecosystem. Hivemapper, a decentralized mapping network operating on the Solana blockchain, has made significant strides since its inception in November 2022, mapping 29% of the world’s roads within two years. Utilizing innovative “Bee” dashcam devices and AI technology, Hivemapper captures over 28 million kilometers of street-level imagery monthly, outpacing Google Street View by five times. The project has garnered investments from notable institutions, including A16Z and Binance, and has established partnerships with global mapping giants. The HONEY token incentivizes user participation in data collection, addressing challenges in developing high-precision maps through a unique AI+DePIN model. The newly launched liquidity solution on the Orca trading platform offers up to $17,000 in rewards for HONEY token liquidity providers. It features automated transaction fee income, smart rebalancing, and professional analysis tools to help users navigate risks. The market response has been overwhelmingly positive, with the HONEY-JITOSOL liquidity pool achieving a Boosted APY of 36.02% and a total value locked (TVL) exceeding $500,000 shortly after launch. This innovative cooperation not only highlights the potential of integrating DePIN with DeFi but also sets a precedent for future developments in the blockchain space, demonstrating how decentralized finance can empower the real economy and create new opportunities for users.