Odd Lots

Investors should maintain high conviction in NVIDIA (NVDA) as it remains the only hardware platform clients are willing to back with massive, 5-year "take-or-pay" contracts. To capitalize on the shift from AI training to execution, focus on companies specializing in Inference and Model Routing software, which optimizes costs by directing simpler tasks to cheaper, older chips. The primary bottleneck for AI growth has shifted from chip supply to Power Infrastructure, making data center providers with "powered shells" and secured energy access premium assets. Look for investment opportunities in the electrical supply chain, specifically firms providing transformers, battery backups, and specialized electrical labor. While CoreWeave remains private, its $10 billion backlog from financial giants like Jane Street signals a massive, untapped enterprise demand for dedicated GPU clusters.

Investors should prioritize regulated exchanges like Kalshi, CME, and ForecastEx over unregulated DeFi platforms to ensure legal compliance and protection against insider trading. Use these markets to hedge specific business risks, such as Fed rate hikes or S&P 500 levels, which offer more direct protection than traditional stock baskets. Keep a close watch on emerging event contracts for AI compute prices, GPU capacity, and electricity, as these are becoming the primary tools for managing AI-related volatility. For large-scale positions, do not be deterred by low on-screen volume; instead, seek out block trades or off-exchange swaps facilitated by liquidity providers like Susquehanna (SIG). Treat the 2024 Election as a major liquidity catalyst to enter the market while institutional onboarding is at its peak.

The most direct way to play the AI revolution is through NVIDIA (NVDA), which maintains a dominant "moat" in model training as the next-generation Rubin chips are expected to be sold out through 2027. Investors should shift focus toward physical infrastructure, as the scarcity of data center space and electricity makes copper, steel, and utility providers essential "bottleneck" investments. Within the financial sector, high-frequency trading firms are utilizing AI to predict market movements across equities, crypto, and options, suggesting a "winner-take-all" environment for firms with the largest compute budgets. Be prepared for increased market volatility and faster trend cycles as AI-driven "black box" models move beyond millisecond trades to influence longer-term market behavior. Finally, monitor the rising operational "token spend" in tech companies, where AI is delivering 50% productivity gains but creating a divide between "token rich" firms and their smaller competitors.

Investors should monitor Goldman Sachs (GS) for improved operating margins as they leverage proprietary data to automate back-office functions and shift focus toward high-value engineering and relationship-based revenue. Large-cap tech leaders like Alphabet (GOOGL) are increasingly raising equity capital to fund massive AI infrastructure, signaling a strategic move to bolster balance sheets while market multiples remain high. Prepare for a significant wave of "mega-IPOs" as high-profile companies like SpaceX and Anthropic seek public listings to satisfy the voracious capital needs of the AI arms race. To capitalize on the AI capital expenditure cycle, consider exposure to real assets and commodities such as copper, steel, and electricity, which are essential for data center expansion and infrastructure reshoring. While the market is currently in a "greed" phase, maintain a balanced portfolio with gold as a hedge against concentration risk and potential systemic shocks in the financial sector.

Investors should consider Copper as a high-conviction proxy for the AI revolution, as surging demand for data center electrical infrastructure makes copper miners and infrastructure plays essential alternatives to tech stocks. To capitalize on niche agricultural markets like Coffee and Tree Nuts, focus on "midstream" companies involved in processing and packaging, where the most value is captured compared to original producers. Given current geopolitical tensions in the Red Sea, prioritize commodity merchants with diversified supply routes to avoid "voyage frustration" and the increased capital costs associated with shipping bottlenecks. Institutional investors can utilize Commodity Finance as a strategic asset class to gain floating-rate exposure and a natural hedge against inflation that remains uncorrelated to equity markets. Keep a close watch on the emerging Compute Futures market, as the standardization of AI chips like the H100 creates new opportunities for trading compute power as a volatile, financialized commodity.

Investors should consider the VanEck Real Asset ETF (RAAX) for diversified exposure to Gold, Copper, and Steel, which are currently being re-priced as essential hedges against currency volatility and infrastructure demand. To capitalize on the immediate financial payoffs of AI, focus on IBM as they successfully integrate automation into back-office processes to significantly reduce operational overhead. While speculative, monitor companies advancing Graphene manufacturing, as this material’s extreme tensile strength is positioned to eventually replace steel in high-end engineering and space applications. For a more stable industrial play, look toward the mining and construction sectors that rely on Wire Rope technology, which remains a foundational asset with no single point of failure. Treat these "real assets" and advanced materials as a strategic shift away from tech-heavy portfolios toward the physical commodities driving global reshoring and AI data center expansion.

Investors should prepare for a "new normal" where US Treasury yields remain structurally higher, with nominal rates likely settling around 3% and the 10-year yield frequently hitting 4-5%. To capitalize on the massive physical infrastructure needs of the AI boom and global de-globalization, shift portfolio allocations toward energy, natural resources, and infrastructure equities. Be cautious of extreme concentration in US Tech, as foreign holdings are at historic highs and the sector's sustainability depends entirely on AI delivering a projected 2% annual productivity boost. Consider commodities like copper and rare earths as a hedge against "security-based" trade and resource hoarding by major global powers. Avoid betting on a return to "low for long" interest rates, as high fiscal deficits and the retreat of central bank buyers will likely sustain elevated market volatility.

Investors should prioritize the U.S. Treasury market as the primary source of global liquidity and security, as it remains the only asset with the volume necessary to support the modern financial system. Monitor Federal Reserve Swap Lines during periods of international market stress, as these are the most critical indicators of global systemic health and dollar availability. When evaluating the banking sector, focus on bank ledgers and asset quality rather than executive narratives to gauge the true stability of financial institutions. View FDIC insurance and banking regulations as core value drivers for the dollar, as any significant deregulation could increase the risk of returning to historical bank failure rates. For those in the digital asset space, treat Stablecoins as a modern evolution of private dollar manufacturing, but recognize that their value depends on the same network effects that have sustained the dollar for 500 years.

Investors should look toward the premium gastropub sector as a resilient hedge against digital trends, focusing on businesses that combine high-volume food service with traditional beverage sales. Diageo (DEO) remains a high-conviction play due to the extreme brand loyalty and pricing power of Guinness, which maintains "biggest seller" status even as pint prices rise above £7.00. Prioritize hospitality companies that utilize vertical integration, such as direct sourcing from abattoirs, to bypass middle-man inflation and protect profit margins between 15% and 25%. When evaluating stocks in this space, favor management teams that secure fixed-price supply contracts of three years or more to mitigate volatile food and energy costs. Seek out operators with a "democratic" pricing model that offers both entry-level set menus and high-margin premium luxury items to capture the widest possible consumer demographic.

Investors should prioritize IBM (IBM) as it moves from "AI noise" to "AI results," specifically leveraging automation to drastically reduce administrative overhead and boost internal margins. JPMorgan Chase (JPM) remains a high-conviction play due to its leadership in the "all-in-one" digital business ecosystem and its investment in high-value, flexible corporate real estate. To capitalize on the massive physical requirements of AI and global reshoring, consider the VanEck Real Asset Allocation ETF (RAAX) for diversified exposure to Copper, Steel, and Gold. Focus on commercial real estate assets with "loose-fit" architecture, such as HSBC (HSBC) holdings, which maintain long-term value by easily adapting to new technologies without costly structural overhauls. For regional infrastructure growth, look toward China and integrated transport hubs, as their rapid 5-year development cycles offer superior productivity gains compared to the "short-termism" and delays currently facing UK and US mega-projects.

Investors should consider a long position in South Korean Equities (KOSPI) to capitalize on new corporate governance reforms that "name and shame" companies trading below book value. Focus on "unloved" Korean holding companies and Chaebols where generational succession and government pressure are likely to unlock shareholder value. Conversely, look for short opportunities in Consumer Finance and levered "roll-up" businesses where rising debt-servicing costs are beginning to outpace actual earnings. In the Healthcare sector, avoid or short companies reliant on aggressive price gouging, as they face significant regulatory risks from rising populist political trends. Finally, treat the AI sector with caution until an OpenAI IPO provides a prospectus that clarifies the industry's actual demand and "black box" financing structures.

Consider an allocation to Cerebras Systems (CERE) following its IPO, as its Wafer-Scale Engine technology bypasses critical industry bottlenecks like HBM memory and CoWoS packaging. Focus on the AI inference market rather than just training, as demand for high-speed response times in coding and agentic AI is creating a premium revenue stream. To hedge against chip volatility, invest in physical data center infrastructure and power providers, which act as the primary "gating mechanism" for AI growth over the next 18 months. Monitor the shift toward open-source AI models (like Llama) for enterprise applications, as corporations prioritize data privacy and cost-efficiency over marginal performance gains from closed-source providers. For broad exposure to the physical commodities and energy required to power this transition, utilize the VanEck Real Asset ETF (RAAX) as a diversified core holding.

Investors should maintain exposure to the S&P 500 and NASDAQ, as high levels of uninvested cash and strong tech earnings growth provide a fundamental floor for the current rally. Look beyond NVIDIA to "second-order" AI plays, specifically targeting companies specializing in optical computing, power infrastructure, and data center hardware over the next 12 to 18 months. Diversify into hard assets like Copper, Steel, and Gold to capitalize on the structural shift toward domestic manufacturing and the global "reshoring" of supply chains. Consider a contrarian position in Chinese equities and government bonds, which remain significantly under-owned by global managers despite the country's resilient currency and manufacturing dominance. Monitor the Japanese Yen (JPY) and UK Gilts closely, as stability in these markets acts as a critical indicator for global risk appetite and US Treasury volatility.

Investors should consider the VanEck Real Asset ETF (RACS) to gain broad exposure to commodities and natural resources as global inventories for essential goods tighten. In the energy sector, monitor the United Arab Emirates (UAE) for a potential exit from OPEC, which could trigger a long-term price collapse through a competitive race for market share. Expect a significant tightening in the Jet Fuel market by late summer, making this a time-sensitive window for energy-related volatility. The Beef industry faces a multi-year supply crisis due to 75-year low cattle numbers, though high input costs for processors like Tyson (TSN) suggest caution for equity investors in the space. Finally, anticipate a "protein pivot" in consumer staples, where high-protein dairy and Whey production will outperform traditional calorie-dense food sectors.

Investors should look to Cloudflare (NET) as a primary beneficiary of the shift toward "agentic commerce," as its partnership with Stripe makes it the preferred infrastructure for AI agents to autonomously host websites and register domains. Consider Stripe (currently private) as the essential "toll booth" for the AI economy, specifically for its ability to capture high-volume microtransactions that were previously economically unviable. The rise of AI agents suggests a move away from traditional SEO-heavy retail toward niche brands, favoring platforms that provide machine-readable data for AI "shoppers." To capitalize on the "pay-by-the-sip" model of AI services, monitor the integration of Stablecoins as a low-cost settlement layer for automated B2B API calls and data queries. While the sector is growing, be mindful of risks regarding AI "innumeracy" in financial math and the need for businesses to replace bot-blocking CAPTCHAs with verified agent access.

Investors should pivot from cash and financial assets toward Real Assets like Gold, Copper, and Steel to hedge against a structural shift toward double-digit inflation and currency devaluation. Be cautious of Mega-cap Tech and the S&P 500 at current valuations, as massive AI capital expenditures are threatening to deplete free cash flow and mirror the 1990s Dot-com bubble. Monitor the agricultural supply chain, specifically Fertilizer and Ammonia costs, as leading indicators for a new wave of cost-push inflation that could squeeze corporate margins. Avoid long-term government debt in the US, UK, and France, as "fiscal dominance" and high deficits make these sovereign bonds increasingly volatile and risky. Prepare for a potential recession triggered by an exhausted consumer and high oil prices, which may force companies to cut jobs as they lose the ability to hike prices further.

Investors should prioritize US equities over Europe and China due to America’s domestic energy independence and superior resilience against global supply chain shocks. To capitalize on redirected global trade, look for growth opportunities in "middleman" economies like Vietnam and Mexico, which are capturing market share as trade flows shift away from direct China-US routes. Allocate to real assets such as Copper, Steel, and the VanEck Real Assets Allocation ETF (RAAX) to hedge against geopolitical instability and the massive infrastructure demands of AI data centers. Gold remains a high-conviction play for those seeking a hedge against rising US fiscal deficits and the potential long-term "de-dollarization" of the global financial system. Within the energy sector, focus on Renewables and Nuclear as Europe aggressively accelerates its transition to decouple from unreliable foreign energy partners.

Investors should prioritize Big Tech "hyperscalers" like Google (GOOGL), Meta (META), Amazon (AMZN), and Microsoft (MSFT), as their ownership of two-thirds of new undersea cables creates a massive infrastructure moat and reduces long-term operational costs. The AI boom is driving a multi-year infrastructure supercycle, making the physical capacity of fiber optic lines a critical, non-negotiable component for global data transmission and model training. Look for specialized subsea hardware and service providers with high pricing power, as manufacturing bottlenecks and a limited global fleet of repair ships create significant supply chain constraints. Be mindful of geopolitical risks in "choke points" like the Red Sea and Egypt, which are driving a necessary but expensive wave of investment in redundant "alternative routes" to bypass potential sabotage. Monitor the growing bifurcation between U.S. and Chinese cable networks, as this split will dictate global data flows and influence which emerging markets receive high-speed connectivity.

Investors should maintain a bearish outlook on UK Consumer Discretionary stocks as households face a "mortgage cliff" where resetting fixed-rate deals will continue to drain disposable income. Expect UK Gilts to remain volatile and yields to stay elevated, driven by a "higher-for-longer" interest rate stance from the Bank of England and spillover effects from US Treasuries. To hedge against structural inflation, prioritize Energy and Commodities, as the UK economy remains highly sensitive to global gas price shocks and geopolitical disruptions. While AI is a long-term productivity play, it is not yet a deflationary catalyst, so avoid banking on it to lower interest rates in the near-term 3-year window. Focus on defensive domestic sectors that can withstand "state-dependent" pricing, where firms must frequently hike prices to offset persistent wage growth and supply-side fragility.

Investors should prioritize Mega-cap AI firms that are successfully recruiting top-tier talent from the public sector, as this "brain drain" creates a dominant competitive moat and long-term pricing power. Focus on companies integrating AI into physical infrastructure—specifically Health, Water, and Climate—where the technology solves structural systemic problems rather than just providing superficial software. Monitor the Energy and Utilities sectors for risks and opportunities, as the massive water and power requirements of AI data centers link tech growth directly to resource management. Look for industrial opportunities in companies partnering with "mission-oriented" government projects, such as those receiving conditional loans from green-focused banks like KFW. Conversely, exercise caution with organizations over-reliant on external consultants like McKinsey or Deloitte for core operations, as this often signals weak internal innovation and higher long-term operational risk.