Sixdegree Lab 🦇🔊

After finally taking the time to read Vana's latest whitepaper, I'd like to share some thoughts about AI, data and @withvana . In today's AI landscape, data has emerged as the critical bottleneck. While we keep advancing our models and investing in more GPU power, the improvements in AI capabilities aren't proportional to these investments – it's like having a perfectly engineered rocket without enough fuel for liftoff. The reality is, we've largely depleted the easily accessible, high-quality public data sources. Meanwhile, institutions like JP Morgan sit on 15PB of exclusive data, while even GPT-4 was trained on just 1PB. This gap shows just how scarce good training data has become. What's holding AI back? The demand for specialized AI agents is growing, yet current solutions fall short. Consider language learning: when I want an AI to help me learn Japanese, I don't want rigid, obviously artificial conversations. Instead, I seek authentic interactions that mirror real-life situations, like casual coffee shop conversations. However, such data is challenging to obtain because it's both regionally specific and rarely documented. This illustrates a crucial point: exceptional AI requires exceptional data in two key dimensions: 1) There's a need for high-quality data, which companies like Scale AI are addressing. 2) We need new data generation mechanisms. Humans constantly engage in valuable processes of speculation and reasoning, but these insights often go unrecorded because there's no incentive to document them. How does Vana make it work? AI companies and researchers can discover and purchase exactly the data they need from specialized DataDAOs - each one a unique data project focusing on different types of data. Can't find what you're looking for? Just create your own DataDAO, set up incentives for contributors, and define quality standards to ensure you get meaningful data, not noise. It's like turning data collection into a targeted mission. Instead of hoping the right data exists somewhere, you can create a market for it. For data suppliers, they can monetize their data contributions across various DataDAOs while maintaining ownership through blockchain technology. Combined with local verification and TEE verification, user privacy remains protected. No more giving away your data to big tech - you keep control while earning from your contributions. Data LEGO One often overlooked aspect of Vana is its potential as a Data LEGO platform. Different DataDAOs function like DeFi protocols, creating powerful synergies when combined. Consider DataPig @datapiggy , a DAO collecting trading data, and MindDAO @OpenyourMindDAO , focusing on mental health. When users contribute to both simultaneously, it enables fascinating research opportunities – such as exploring correlations between crypto trading and mental health. While this might seem like a simple example, it hints at countless innovative possibilities. What could this mean in 10 years? Looking ahead a decade, Vana could fundamentally reshape AI development. - Education entrepreneurs might redirect hiring budgets toward DataDAO incentives to acquire authentic, high-quality data for training superior teaching agents. - People, as primary data generators, will likely explore and document previously overlooked aspects of their lives. - Data transactions will happen instantly on the blockchain, regardless of who you are or where you're from. - Most importantly, data control shifts back to users, breaking away from the monopoly of big tech companies. This isn't just about better AI - it's about democratizing the data economy while preserving data sovereignty. Why Vana specifically? While the concept is compelling, execution is paramount. After meeting the founders @artieart88 @annakaz and amazing @withvana team, it's clear that this is just the beginning. The AI revolution is underway, and now is the time to join.

Announcing Augustus V6 and the Dawn of Decentralized Intents Today, we announce two major developments in the ParaSwap ecosystem: 1️⃣ Augustus V6, the most optimized DeFi aggregator in the market 2️⃣ @Portikus_ the Decentralized Intents Layer Read through for more details 🚀

🚀 It's a ParaWrap! 🚀 🎉 ParaSwap 2023 Recap is here, and we'd like to #thanks our partners, users, DAO members, and supporters for an incredible 2023. 🙏 Here's to a fantastic 2024 filled with growth, innovation, and success! 🥂 #ParaWrap2023