AI Chip Demand & Market Dynamics - Demand for AI chips is exceptionally high, with demand exceeding supply by a factor of 10 [1] - Generative AI is a significant driver of growth for AWS and the cloud computing industry [2] - AWS aims to maintain its leadership in cloud infrastructure [3] AWS AI Development & Global Expansion - AWS is investing in tools that allow developers to use natural language in their native languages to interact with AI agents, promoting global software development [4][5][6] - AWS's expertise in building and running cloud applications for 20 years positions it as a trusted provider for AI applications [8] - AWS offers sovereign cloud solutions, like the European sovereign cloud, to address data residency requirements and governance concerns of customers and governments [9] - AWS sovereign clouds maintain the same infrastructure, functionality, and management as the public cloud, with added assurances around data governance and access [10][11] Government Collaboration & Infrastructure Funding - The US government is expected to announce $70 billion in AI and energy infrastructure funding [12] - AWS collaborates with governments to contribute to infrastructure spending and ensure customers have a positive experience building AI applications [12][13]

Core Insights - S&P Global has announced a collaboration with Anthropic to integrate its financial data into Anthropic's Claude, enhancing the ability of financial professionals to access reliable data for complex financial inquiries [1][4] - The integration allows users to seamlessly access S&P Global's datasets, including S&P Capital IQ Financials and earnings call transcripts, through natural language queries in Claude [3][5] - This partnership is part of Anthropic's Financial Analysis Solution, aimed at providing significant value to customers by enabling efficient research capabilities [4][6] Company and Industry Overview - S&P Global provides essential intelligence to governments, businesses, and individuals, facilitating informed decision-making through data and technology [6][8] - The Kensho LLM-ready API, developed by S&P Global's AI Innovation Hub, is designed for professionals in data-driven roles, optimizing the retrieval of financial data for tasks such as creating pitch books and research reports [5][6] - The collaboration with Anthropic expands the accessibility of S&P Global's data across the GenAI ecosystem, catering to a wide range of financial professionals, including hedge fund managers and investment banking analysts [2][6]

Economic Outlook - The Federal Reserve is expected to cut interest rates in September, which could favor risky assets like equities [1] - President Trump is urging Fed Chairman Powell to resign, potentially leading to a more dovish replacement [1] Analyst Background - The analyst has 10 years of experience in investment banking and a background in IT, specifically as the Director of Keylogin InfoTech [1] - The analyst emphasizes a moderate approach to investing, focusing on capital preservation and informed decision-making based on personal experience [1] Investment Themes - The analyst covers various themes including automated supply chains, Generative AI, telcos Capex, the deflationary nature of software, and semiconductors [1] - There is a focus on "techbio" in the biotech sector, indicating a blend of technology and biotechnology insights [1]

Core Insights - C3.ai, Inc. and Palantir Technologies Inc. are leading players in the enterprise AI sector, each with distinct strategies for serving government and large corporate clients [1] - C3.ai focuses on providing a wide range of turnkey AI applications, while Palantir emphasizes building autonomous AI agents for complex workflows [7][8] C3.ai Overview - C3.ai has developed over 130 turnkey AI applications aimed at addressing real-world business challenges, including predictive maintenance and fraud detection [2] - The C3 AI Agentic Platform underpins these applications, facilitating rapid deployment and value delivery across various industries [3] - Strategic partnerships with major cloud providers like Microsoft Azure, AWS, and Google Cloud enhance C3.ai's market reach and scalability [4] - Collaborations with consulting firms such as McKinsey QuantumBlack and PwC aim to leverage domain expertise alongside C3.ai's AI capabilities, promoting enterprise adoption [5] - C3.ai is commercializing its Agentic AI capabilities, with over 100 solutions deployed in sectors like defense and government, positioning this area as a key growth driver [6] Palantir Overview - Palantir's Artificial Intelligence Platform (AIP) is designed to enable full enterprise autonomy, shifting focus from augmenting human productivity to creating independent AI agents [7] - AIP integrates large language models with real business outcomes, allowing organizations to deploy AI agents that optimize decision-making across various sectors [8] - Palantir's AI agents have been successfully implemented in defense and intelligence applications, showcasing capabilities in real-time decision-making [10] - The platform has also demonstrated flexibility in commercial applications, improving workflow efficiency for companies like AIG and Walgreens [12] - Despite strong growth, Palantir faces challenges in international markets, particularly in Europe, where AI adoption is slower [14] Price Performance - C3.ai's stock has increased by 31.7% over the past three months, while Palantir's shares have surged by 44.4% during the same period [15] Valuation - C3.ai is trading at a forward price-to-sales (P/S) ratio of 7.24X, significantly below its three-year median of 8.33X and the industry average of 18.26X [19] - In contrast, Palantir's forward sales multiple stands at 74.39X, above its three-year median of 16.02X, indicating a higher valuation compared to C3.ai [19] Earnings Projections - The Zacks Consensus Estimate for C3.ai's fiscal 2026 loss per share has narrowed to 37 cents, while the estimate for fiscal 2027 has improved to 16 cents [22] - For Palantir, the consensus estimate for 2025 earnings per share has declined to 58 cents, and for 2026, it has decreased to 72 cents [24] Conclusion - C3.ai appears to be in a stronger position due to its focused execution as a pure-play enterprise AI provider, with a strategic emphasis on ready-to-deploy applications and strong partnerships [26] - Palantir remains a significant player but faces challenges in commercial traction and international growth, particularly in Europe [27]

Company Overview - Cogent is building AI agents to automate vulnerability management, a critical cybersecurity problem [2] - The company aims to remove bottlenecks and increase efficiency for security teams by applying AI to model organizational behavior [3] - Cogent's AI agents are designed to resemble the reasoning capacity of top security, engineering, and IT personnel to remediate risk faster [4] Technology and Innovation - Cogent differentiates itself by integrating data sources from across the enterprise and applying intelligence to model organizational behavior [3] - The company leverages generative AI to automate human judgment in identifying and resolving critical security findings [13] - Cogent combines security experts with AI experts from companies like Google Research, Coinbase, Tesla, and Stripe [8] Market Opportunity and Challenges - Generative AI is accelerating the threat landscape, enabling attackers to quickly generate exploit code [10] - Organizations face an asymmetry between attackers and defenders, requiring faster response times [11][12] - Cogent aims to bridge the gap between stakeholders and enhance organizational security in the face of evolving AI-driven threats [11] Funding and Future Plans - Cogent has announced an $11 million seed fund raise [14] - The company plans to extend its platform to cover more use cases and scale its impact by bringing more customers onto the platform [15] Talent Acquisition - Cogent operates in a large cybersecurity market with accelerating challenges due to generative AI [17] - The company has assembled a core team with deep expertise in both security and AI [17] - Cogent emphasizes customer centricity and alignment, aiming to provide a rewarding professional experience for its employees [17]

Investment Rating - The report upgrades Sumitomo Electric Industries (SEI) to Buy from Neutral and Furukawa Electric to Neutral from Sell [1] Core Insights - The industrial electronics sector is experiencing increased demand for optical products driven by generative AI and data centers, leading to significant capacity expansion investments [2] - The report highlights the shift towards medium-distance data center interconnections (DCI) due to land and power constraints, creating additional demand for optical fiber products [17] - SEI is expected to see a substantial increase in profit contribution from its infocommunications business, which is projected to grow from 6% of total profits in FY3/25 to approximately 20% by FY3/28 [41][43] Summary by Sections Industry Trends - Demand for optical products is significantly exceeding supply, prompting companies to invest in capacity expansion [2] - The emergence of projects like Stargate and increasing domestic data center demand from a national security perspective are expected to sustain high levels of investment in data center construction [2] Company Performance - SEI's operating profit estimates for FY3/26 to FY3/28 have been raised by 11%/11%/12% due to increased demand for optical products [51] - Furukawa Electric is also expected to benefit from marginal profit growth due to rising demand [1] Financial Estimates - The report provides updated sales and operating profit estimates for key companies in the sector, indicating a general upward trend in financial performance [11] - For SEI, the new target price is set at ¥4,300, reflecting a significant increase from the previous target of ¥2,800 [54][55] Technological Developments - The report discusses advancements in optical device technology, particularly the shift towards higher communication speeds and the potential for co-packaged optics (CPO) to become a key area of growth [22][23] - SEI has been selected as a technology partner by NVIDIA, indicating its strong position in the optical devices market [50]

Core Technology & Architecture - The workshop focuses on a GPT-2 inference implementation in Vanilla JS, providing a foundation for understanding modern AI systems like ChatGPT, Claude, DeepSeek, and Llama [1] - It covers key concepts such as converting raw text into tokens, representing semantic meaning through vector embeddings, training neural networks through gradient descent, and generating text with sampling algorithms [1] Educational Focus & Target Audience - The workshop is designed for web developers entering the field of ML and AI, aiming to provide a "missing AI degree" in two hours [1] - Participants will gain an intuitive understanding of how Transformers work, applicable to LLM-powered projects [1] Speaker Expertise - Ishan Anand, an AI consultant and technology executive, specializes in Generative AI and LLMs, and created "Spreadsheets-are-all-you-need" [1] - He has a background as former CTO and co-founder of Layer0 (acquired by Edgio) and VP of Product Management for Edgio, with expertise in web performance, edge computing, and AI/ML [1]

Core Insights - Unisys Corporation (UIS) shares have decreased by 12.1% over the past month, underperforming the industry and the S&P 500 [1][6] - The stock closed at $4.27, below its 52-week high of $8.93 and above its 52-week low of $3.32 [1] - The decline is attributed to lower discretionary project work and declines in third-party volume, alongside concerns over revenue from cloud applications and infrastructure solutions [4][5] Financial Performance - UIS has a forward price-to-sales (P/S) ratio of 0.15, significantly lower than peers like C3.ai (7.39X), SoundHound (26.25X), and Genpact (1.55X) [6][16] - The Zacks Consensus Estimate for UIS' earnings per share (EPS) for 2025 and 2026 remains unchanged, with projections indicating growth of 28.9% and 120.7% respectively [6] Business Development - Unisys is experiencing strong momentum in new business signings and client engagement, particularly in Device Subscription Services, application modernization, and cybersecurity [9] - The company is focusing on innovation in generative AI, cybersecurity, and quantum-resistant technologies, which are gaining traction among clients [12][13] Operational Execution - Field service activity is showing signs of recovery, supported by improving trends in infrastructure-related work and anticipation of a broader PC refresh cycle [10] - The company expects clients to accelerate technology upgrades, which will likely boost demand for high-margin services [11] Strategic Positioning - Unisys maintains a healthy financial foundation with disciplined cost management, leading to lower operating expenses and improved cash generation [14] - Recognition from industry analysts and strengthened partnerships enhance brand credibility and access to new opportunities [15]

Industry Overview - Ecommerce sales in Q1 2025 grew by 6.1% compared to Q1 2024, while total retail sales increased by 4.5%, with ecommerce accounting for approximately 16.2% of total U.S. retail sales [1] - The ecommerce industry is experiencing a shift towards digital influencers and advanced technologies such as AR/VR, social commerce, generative AI, and the Metaverse [4][5] - The Zacks Internet - Commerce industry ranks 51, placing it in the top 21% of nearly 250 Zacks industries, indicating positive near-term prospects [8][9] Current Trends - The retail experience is increasingly blending online and offline activities, with consumers preferring faster delivery and pickup options [7] - Subscription models for repeat-use items are gaining traction, making it easier for consumers to order and for retailers to plan [7] - Social commerce is becoming popular, particularly among Gen-Z, with platforms like TikTok leading the way [14] Performance Metrics - The Zacks Electronic - Commerce Industry has gained 18% over the past year, outperforming the broader Zacks Retail and Wholesale Sector (16.5%) and the S&P 500 (11.9%) [12] - The industry is currently trading at a price-to-forward earnings (P/E) ratio of 24.6X, which is a premium of 8.6% to the S&P 500 and a discount of 0.8% to the broader retail sector [16] Company Highlights Groupon, Inc. (GRPN) - Groupon operates an online marketplace connecting buyers and sellers across various sectors, with over 76% of its 2024 revenue coming from the U.S. [19] - The company has shown a positive trend in earnings estimates, with the 2025 estimate moving from a loss of $0.18 to a profit of $0.30 per share [21] - Groupon's shares have increased by 146.9% over the past year, primarily in the last two months [22] CarGurus, Inc. (CARG) - CarGurus offers an online marketplace for new and used cars, with 93% of its 2024 revenue generated in the U.S. [25] - The company has no debt and is focused on improving dealer profitability through data-driven solutions, which is driving its market share [27] - Analysts estimate a 25% earnings growth for 2025, with revenues expected to increase by 5% [28]

Core Insights - The drone technology sector is experiencing significant growth, with advancements making drones essential across various industries [1] Company Summaries Jabil Inc. (JBL) - Jabil holds a Zacks Rank 1 and has seen substantial benefits from strong momentum in capital equipment, AI-powered data center infrastructure, cloud, and digital commerce [5] - The company emphasizes product diversification, aiming for no single product or family to exceed 5% of operating income or cash flows in any fiscal year [5] - Jabil's expected revenue and earnings growth rates for the next year are 5.8% and 17.8%, respectively, with a recent 8.4% improvement in the Zacks Consensus Estimate for next-year earnings [7] HEICO Corp. (HEI) - HEICO also holds a Zacks Rank 1, benefiting from increased orders for aftermarket replacement parts and repair services due to rising air travel [8] - The company anticipates strong order flows for its defense products, supported by a projected 13% increase in the U.S. defense budget to $1.01 trillion for fiscal 2026 [9] - HEICO's expected revenue and earnings growth rates for the current year are 13.2% and 23.7%, respectively, with a slight 0.2% improvement in the Zacks Consensus Estimate for current-year earnings [10] L3Harris Technologies Inc. (LHX) - L3Harris has a Zacks Rank 2 and benefits from solid U.S. budget funding, which is expected to enhance its revenues [11] - The company is experiencing strong demand for its defensive solutions from various regions, including Asia-Pacific and Latin America, and is involved in the U.S. administration's Golden Dome initiative [11] - L3Harris's expected revenue and earnings growth rates for the current year are 1% and -20%, respectively, with a 0.1% improvement in the Zacks Consensus Estimate for current-year earnings [12]