According to @karpathy, the pretraining era prioritized large, diverse, high‑quality internet text, while the supervised finetuning era prioritizes high‑quality conversational datasets, often produced by contract workers generating Q&A answers. Source: Andrej Karpathy on X, Aug 27, 2025. This shift indicates the bottleneck and value capture are moving toward ownership and production of curated conversational data and scalable labeling capacity, which directly affects where competitive advantage concentrates in AI models. Source: Andrej Karpathy on X, Aug 27, 2025. For crypto markets, the data‑scarcity theme aligns with on‑chain narratives around decentralized data curation and monetization, making data‑focused AI‑crypto segments a relevant area to monitor for liquidity and catalyst flow. Source: Andrej Karpathy on X, Aug 27, 2025.

According to @FoxNews, Meta CEO @finkd has announced a new 'personal superintelligence' AI initiative aimed at helping users achieve personal goals and self-improvement. This move signals Meta's deeper investment in advanced AI, a trend that could accelerate demand for decentralized data solutions and blockchain integration as user privacy and data ownership become increasingly relevant. Traders should monitor related crypto assets and blockchain projects that intersect with AI, as new collaborations or demand spikes may create volatility and trading opportunities. Source: @FoxNews.

According to @GoogleDeepMind, Senior Research Director Joelle Barral and @fryrsquared discussed how digital twins—virtual replicas of humans or organs—could revolutionize medical research by enabling digital cohorts for clinical trials. This approach may significantly accelerate drug safety and efficacy testing by providing large-scale, real-time data, as cited in their discussion (source: Google DeepMind Twitter, June 4, 2025). For cryptocurrency traders, this signals increased demand for blockchain-based data management and secure digital identity solutions, as healthcare AI adoption grows. The integration of digital twin technology could drive new blockchain use-cases, potentially benefiting tokens focused on healthcare data security and decentralized clinical trial platforms.

According to @internetarchive, over 50,000 signatures have been collected on an open letter opposing record labels' lawsuits against the Internet Archive. This legal situation could impact decentralized data storage and blockchain projects by highlighting the risks of centralized control over digital assets.