This is the tech that got AI to be the best in the world at chess, Go, League of Legends, and even master autonomous driving. And today, I'm going to show you how to set it up and actually run it on your home computer. And by the way, I'm partnering with Nvidia on this video.They wanted me to put together this tutorial, and I thought it would be awesome to show you how to do RL locally. So, how did this actually happen. How did AI surpass humans at all of these games.The answer is reinforcement learning. An ...

Summary of Intel's 2025 Conference Call Company Overview - **Company**: Intel Corporation (NasdaqGS: INTC) - **Date of Conference**: November 18, 2025 Key Points Industry and Company Context - Intel has undergone a major restructuring under CEO Libu, focusing on cultural transformation to become more engineer-focused and customer-centric [4][5] - The company has partnered with NVIDIA, which includes a $5 billion investment from NVIDIA and collaboration on data center and client solutions [7][8] Core Strategic Priorities 1. **Cultural Transformation**: Emphasis on improving company culture as a foundation for business unit changes [4][5] 2. **Product Launches**: Successful launch of Panther Lake is a top priority, with expectations to release the first SKU by the end of the year [5][6] 3. **Intel Foundry**: Securing an external customer for Intel 14A is critical in the next 6 to 12 months [6] Partnership with NVIDIA - The collaboration is seen as a significant endorsement of the x86 ecosystem, with NVIDIA's investment and integration of Intel's custom Xeon parts into their systems [8][9] - The partnership aims to enhance Intel's position in AI workloads, particularly in data center and client markets [10][11] AI Strategy - Intel is focusing on developing an inference-specialized GPU to target the inference market, while acknowledging that the hyperscale training market is well-served by competitors [17][18] - The company aims to capture opportunities in agentic AI and physical AI [18] Market Position and Competition - Intel acknowledges the competitive landscape, particularly from AMD and ARM, and is working on improving its server roadmap [26][27] - The company is experiencing supply constraints but is prioritizing server products over PCs to capture market opportunities [38] Financial Performance and Margins - Current margins are not satisfactory, and Intel is working on plans to improve gross margins throughout 2026 and beyond [30][31] - Factors affecting margins include the early ramp of Intel 18A and pricing actions on various products [32][33] Foundry Business Outlook - Intel aims to achieve break-even for its foundry business by the end of 2027, contingent on securing external customers for 14A [43][44] - The company is committed to the development of 14A, with a focus on engaging external customers early in the process [45][46] Future Guidance - Intel plans to provide a long-term financial model and is considering an investor day in the second half of next year [42] - The company is optimistic about achieving industry-comparable gross and operating margins, leveraging its IDM model [42] Additional Insights - The restructuring and cultural changes are seen as essential for long-term success, with a focus on simplifying the organization and improving decision-making [4][5] - The collaboration with NVIDIA is expected to expand Intel's total addressable market (TAM) in both data center and PC markets [11] - Intel's strategy includes a mix of internal development and potential partnerships or acquisitions to enhance its AI capabilities [24][25]

Core Insights - Bitcoin has surged to $105,000, but market sentiment is divided, with significant sell orders at this level causing volatility [1] - The price has fluctuated between $100,000 and $113,000 over the past month, even dipping below $99,000, marking a five-month low [1] Institutional Dynamics - The core conflict driving price volatility is the battle between institutions and long-term holders, with MicroStrategy increasing its Bitcoin holdings to 7390 coins at an average price of $103,500, totaling 576,000 coins valued at $59.2 billion [3] - Institutions like Metaplanet and Mubadala are accumulating Bitcoin, contributing to a trend of "institutional hoarding" [3] - The U.S. Bitcoin Strategic Reserve Act has incorporated 198,000 confiscated Bitcoins into national reserves, freezing 6% of the circulating supply [3] - Long-term holders have also been active, with 405,000 previously dormant Bitcoins moved to exchanges in the past month, indicating profit-taking by large holders during price spikes [3] Market Influences - Bitcoin's price movements are closely tied to global financial market dynamics, with geopolitical tensions in the Middle East amplifying market volatility [5] - The Federal Reserve's monetary policy continues to influence capital flows, with a weakening dollar during rate cuts driving some funds towards Bitcoin as a "digital gold" [5] - Traditional financial markets are also competing for capital, impacting Bitcoin's price stability [6] Technological Developments - Bitcoin's value is supported not only by its financial attributes but also by technological advancements, such as a 140% increase in Lightning Network nodes to 18,000 and over 1 million payment channels, with total locked funds reaching $420 million [8] - These upgrades facilitate small payments, exemplified by support from convenience stores in Tokyo [8] - However, competition is intensifying, with Ethereum struggling to maintain the $3,000 mark and new projects like HYPE and RTX emerging [8] Market Sentiment and Historical Trends - The Bitcoin market is characterized by extreme volatility, with a historic sell-off in October resulting in a $1.2 billion market cap evaporation, breaking a seven-year trend of October gains [8] - Despite this, November has historically been a "lucky month" for Bitcoin, with an average increase of over 19% in the past decade [8] - Technical indicators reveal retail investor anxiety, with potential support levels identified at $94,200 following a drop below the 200-day moving average [10] - The contrasting perspectives on Bitcoin's future—ranging from a vision of digital civilization to concerns of a bubble—highlight the ongoing uncertainty in the market [10]

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Core Insights - China has implemented a ban on its major tech firms from purchasing Nvidia's AI chips, reflecting a tightening control over sensitive technology imports amid escalating tensions with the US [1] Group 1: Technology Sector Impact - The ban specifically targets Nvidia's advanced products, including the RTX series, which are critical for AI development [1] - This move indicates a significant shift in China's technology import strategy, prioritizing national security and self-sufficiency [1] Group 2: Geopolitical Context - The decision is part of a broader trend of increasing restrictions and regulations on technology exchanges between China and the US [1] - The ban may lead to a slowdown in AI advancements within China, as access to cutting-edge technology becomes limited [1]

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AI & Gaming Technology - NVIDIA is updating Project Gassist with a new model that uses less memory and is more capable, expanding access to all RTX GPUs, 6GB and above, including RTX laptops [1] - Project Gassist allows users to build plugins to extend its capabilities, demonstrated through a recent hackathon showcasing versatile submissions like Launchpad and Notepad [2][3] - NVIDIA is partnering with Modio to launch a plug-in hub for Gassist, facilitating sharing, discovery, and installation of plugins [4] - NVIDIA Ace is showcased in "The Oversight Bureau" by Iconic Interactive, demonstrating AI-driven simulations with dynamic NPC reactions based on player input [15][16][17] Cloud Gaming - GeForce Now - New RTX 580 servers are joining the GeForce Now Ultimate Fleet in September, promising extra smooth gameplay with super low latency and higher frame rates [4] - GeForce Now introduces cinematic streaming mode for improved image quality [5] - NVIDIA Blackwell architecture is coming to GeForce Now, enabling new features like Install to Play, which allows users to download, install, and stream games on Steam as soon as a publisher opts into cloud streaming [5][6] - GeForce Now's native app for Steam Deck now streams at enhanced 90 frames per second with the new RTX 580 servers, doubling battery life [7] - NVIDIA is partnering with Discord and Epic Games to allow users to instantly try Fortnite within Discord, powered by GeForce Now, without downloads or installs [8][9] NVIDIA App Updates - A new version of the NVIDIA app is being released at Gamescom, improving the experience of DLSS override and adding a global toggle to instantly apply DLSS4 across all supported titles [12] - Smooth motion support is coming to GeForce RTX 40 series GPUs with the latest game-ready driver [13] - The NVIDIA app update brings over additional control panel features, including NVIDIA surround, as well as 3D settings [14]

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