kind of what happened with Koshi in the election was a bit of a Chad GPT moment for our industry. Koshi is one of the fastest growing companies on the planet. In the last week, they announced their $1 billion raise and an 11 billion valuation.Today joins me for his only interview following these announcements. [music] >> An industry truly becomes an industry when there's a rivalry. Without Poly Market, we wouldn't have pushed our marketing and pushed our product as hard.>> Did you ever cross paths with SPF. ...

U.S. equity markets are treading cautiously higher this Monday, December 8, 2025, as investors brace for a pivotal week dominated by the Federal Reserve's final monetary policy meeting of the year. Premarket trading indicates a modest upside for major index futures, reflecting a delicate balance between lingering economic uncertainties and strong expectations for an interest rate cut.Premarket Activity and Futures MovementsAs the trading week commences, U.S. stock futures are showing a steady to slightly po ...

Core Viewpoint - The article discusses the potential implications of a significant deal involving Netflix and Warner Bros, highlighting concerns about regulatory approval and market share impacts. Group 1: Deal Overview - The deal is described as massive and transformative, with uncertainty surrounding the regulatory approval process and its potential challenges [2][3]. - There are concerns about how the deal could affect market share and whether asset disposals might be necessary [4][5]. Group 2: Regulatory Considerations - The article emphasizes the importance of antitrust scrutiny, with lawyers analyzing the deal's structure to make it more regulatory-friendly [5][6]. - A significant breakup fee of $5.8 billion is mentioned, which may provide some reassurance to Warner Bros in case the deal does not materialize [6]. Group 3: Industry Context - The convergence of media and technology is noted, with historical examples of telecom, media, and tech companies merging and separating over time [9][10]. - The current deal sets a precedent for future transactions in the telecom, media, and technology (TMT) space, although past mergers have had mixed success [11][12].

Investment Rating - The report does not explicitly provide an investment rating for the Titans architecture or related companies in the AI technology sector. Core Insights - Google has reintroduced its Titans architecture at NeurIPS 2025, which is seen as a significant evolution post-Transformer, addressing limitations in ultra-long context processing, long-term memory, and cross-document reasoning [1][11]. - Titans can handle contexts of up to 2 million tokens and introduces test-time learning, allowing models to continuously accumulate knowledge during inference [1][12]. - The architecture combines a memory-enhanced design with recursive and attention mechanisms, significantly improving the processing of long sequences and reducing computational costs compared to traditional Transformers [2][3][12]. Summary by Sections Event Overview - Google emphasized the Titans architecture and the MIRAS theoretical framework at NeurIPS 2025, positioning it as a major advancement in AI architecture [1][11]. Technical Innovations - Titans features a Neural Memory module that allows for dynamic memory writing and retrieval during inference, enhancing long-term memory capabilities [2][12]. - The architecture employs a hybrid design of recursive updates and attention mechanisms, enabling efficient processing of long sequences while maintaining essential global interactions [2][12]. - MIRAS provides guidelines for memory management, allowing Titans to effectively handle ultra-long documents and complex reasoning tasks [2][12]. Comparative Analysis - Titans' dynamic memory during inference is a key improvement over Transformers, which face significant computational challenges with long sequences due to their O(N²) complexity [3][13]. - While Titans excels in long-context understanding and multi-document reasoning, Transformers remain more efficient for short-context tasks and real-time applications [4][14][16].

Core Viewpoint - The recommendation has shifted to underweight mega-cap tech stocks compared to the rest of the S&P 500 due to increasing competition and high market capitalization of these stocks [1][4]. Group 1: Market Dynamics - The "Magnificent Seven" tech stocks now account for 45% of the S&P 500 market cap, while their earnings share has not increased proportionately [3]. - The U.S. market represents 65% of the global stock market cap, making it challenging to recommend an overweight position in the U.S. [4]. - There is a growing competitive landscape among the Magnificent Seven, with new entrants and innovations challenging their dominance [6][7]. Group 2: Competitive Landscape - Recent advancements, such as Google's Gemini 3 and DeepSeek's new model, have intensified competition in the AI sector, prompting a reevaluation of the positions held by established players like OpenAI [6][7]. - High profit margins in the tech sector are attracting more competition, indicating a shift in market dynamics [8]. Group 3: Investment Strategy - A broader investment strategy that includes the "impressive 493" companies outside the Magnificent Seven is suggested, as these companies are leveraging technology to enhance productivity and profit margins [9].

A new paper by researchers at Microsoft identified 40 occupations that could be performed by artificial intelligence (AI). https://t.co/Zkhbk2UPCj ...

Core Insights - The S&P 500 has demonstrated a long-term wealth generation capability, with a 10.6% annualized return over the last century and a 14.6% return over the past decade [3][10] - Young Americans are experiencing significant wealth growth, with those under 35 seeing a 142% increase in wealth, indicating a positive economic trend [6][10] - The Adams Diversified Equity Fund (ADX) is positioned to benefit from the rising wealth of younger generations, holding a portfolio with a significant allocation to technology stocks [11][12] Wealth Generation Trends - The narrative that young people's financial situation is worsening is challenged by data showing that their net worth has increased since 2019, with work income rising 9% year-over-year in 2023 for those aged 25 to 34 [7][9] - The increase in wealth among younger Americans is attributed to higher earnings rather than speculative investments, suggesting a healthier economic environment [8][10] Investment Opportunities - ADX, a closed-end fund with an 8% yield, has a diversified portfolio that includes major technology companies and is trading at an 8.2% discount to net asset value, making it an attractive investment option [11][13] - The fund has outperformed the S&P 500 since its addition to the portfolio in 2017, providing consistent dividends and capital appreciation [13][14]

Apple, long the model of stability in Silicon Valley, is suddenly undergoing its biggest personnel shake-up in decades, with senior executives and key engineers both hitting the exits. https://t.co/bnaC0u4f9e ...

I think we're just at the beginning of the AI kind of super cycle. Google is definitely going to be a beneficiary of this. I think Google, you know, continues to have a lot of digital properties.It can leverage AI across and the models are performing really well when whenever an industry is going through hyperrowth. I think there's going to be a lot of capital chasing and then there's also going to be a lot of competitors and players that enter the market both existing and new. So you want to invest on the ...

Ever wondered how much Elon Musk makes? Spoiler alert: It’s not your typical paycheck. In fact, Musk’s wealth is tied almost entirely to stock options and investments for his various companies, like Tesla and SpaceX. That means his daily earnings fluctuate wildly, depending on market performance and other ventures. Read Next: If the Top 10 Billionaires’ Wealth Was Distributed Equally in America, How Much Money Would Each Person Get? Learn More: 6 Subtly Genius Moves All Wealthy People Make With Their Money ...