Core Insights - The AGIX index aims to capture the beta and alphas of the AGI era, which is expected to be a significant technological paradigm shift over the next 20 years, similar to the impact of the internet [2] - The article reflects on the progress of AGI and aims to document insights inspired by legendary investors like Warren Buffett and Ray Dalio [2] Market Performance Summary - AGIX experienced a weekly decline of 1.51%, but has a year-to-date return of 30.67% and a return of 91.04% since 2024 [5] - In comparison, major indices like S&P 500, QQQ, and Dow Jones saw declines of 2.79%, 3.00%, and 2.60% respectively [5] Sector Performance - The semi & hardware sector declined by 1.99%, while infrastructure and application sectors saw slight increases of 0.28% and 0.20% respectively [6] AI Investment Framework - The AI investment framework includes a roadmap that has only reached the first stage, "AI for Productivity," despite the emergence of tools like ChatGPT [10] - The second stage, defined as "Gaming as Training," highlights the role of gaming environments in training AI models, as they provide a controllable environment for agents to learn through interaction [10][11] Dreamer Research Insights - The Dreamer series from Google has shown significant advancements in enabling agents to learn through "imagination" in hidden state spaces, with Dreamer v4 achieving knowledge acquisition from unannotated offline video datasets [12][14] - Dreamer v3 demonstrated the ability to generalize across various tasks without extensive adjustments to algorithms, enhancing the applicability of reinforcement learning [13] Hedge Fund Activity - Hedge funds have been increasing their positions in global stocks, particularly in North America and Japan, with a notable focus on the TMT sector [16] - The overall leverage of long/short funds in North America has slightly decreased but remains near historical highs, indicating a cautious approach amidst market volatility [16] AI Stock Highlights - Nvidia's stock reached an all-time high following the approval of chip exports to the UAE, indicating strong demand and potential for growth in international markets [18][19] - Google launched "Gemini Enterprise" to compete with Microsoft and OpenAI, aiming to commercialize its AI investments [20] New AI Tools and Services - Amazon introduced "Quick Suite," an updated AI tool aimed at enhancing automation in office software, while Salesforce launched "Agentforce IT Service" to challenge ServiceNow in IT service management [21][22]