Capital & Industrial Strategy

Harvey confirmed a $200 million raise at an $11 billion valuation, with repeat backing from Sequoia, Andreessen Horowitz, Kleiner Perkins, and Elad Gil, according to CNBC and TechCrunch. The legal AI company plans to expand AI agents and grow its embedded legal engineering teams. Granola, which started as a meeting notetaker, raised $125 million at a $1.5 billion valuation — a sixfold jump from $250 million — as it pivots to a broader enterprise AI application platform with agent support, per TechCrunch. Benefits management platform Origin secured $30 million in new funding, according to Fortune.

The pattern suggests institutional capital is rotating from foundational model bets toward sector-specific applications with clearer paths to enterprise revenue. Harvey's sustained support from top-tier firms at an aggressive valuation indicates conviction that vertical integration — building domain expertise alongside AI capabilities — will capture more value than horizontal infrastructure plays. This mirrors broader SaaS history where application layer companies ultimately commanded higher multiples than underlying platforms.

ChangXin Memory Technologies (CXMT) more than doubled revenue to $8 billion in 2025, positioning the strategically important Chinese chipmaker for one of this year's largest domestic IPOs, according to Bloomberg. The company is now positioned to challenge SK Hynix, Samsung, and Micron in the high-bandwidth memory (HBM) market critical for AI accelerators. Separately, Reuters reported that the AI boom is accelerating China's overall chip industry growth as demand strains the domestic supply chain. The Financial Times noted that Chinese AI models from groups like DeepSeek and MiniMax have overtaken US rivals in token consumption, driving domestic semiconductor demand.

CXMT's revenue trajectory demonstrates that Western export controls have not prevented China from building critical AI supply chain capabilities, particularly in memory technologies where performance gaps with Western suppliers are narrowing. The convergence of domestic model development and domestic chip production creates a closed-loop ecosystem less vulnerable to geopolitical disruption, while token consumption data suggests Chinese models are achieving commercial traction that sustains this industrial base.

Senator Bernie Sanders and Representative Alexandria Ocasio-Cortez plan to introduce legislation imposing a moratorium on new AI data center construction, citing the need to ensure AI safety and address impacts on energy prices, according to Wired and Bloomberg. Virginia Representative Suhas Subramanyam, whose district contains one of the largest data center concentrations in the country, called for spreading the AI build-out across the nation rather than halting it. Meanwhile, Prologis CEO Dan Letter told Bloomberg that the company's strong relationships with hyperscalers continue to bolster its balance sheet as it secures longer-term power capacity commitments.

The legislative proposal comes as hyperscalers have already committed to multi-year power procurement deals and data center construction pipelines representing tens of billions in capital expenditure. A construction moratorium would create a first-mover advantage for firms that secured capacity early while potentially driving data center development offshore or to jurisdictions with more permissive regulatory environments. The tension between Virginia representatives illustrates the political fragmentation on AI infrastructure policy, with economic development interests conflicting with energy grid concerns.

OpenAI is shutting down its Sora video generation product to focus on a unified AI assistant and enterprise coding tools as it eyes an IPO, according to Wired. The company simultaneously backed Isara, a startup founded by two 23-year-old researchers focused on coordinating thousands of AI agents, per the Wall Street Journal. Elon Musk's xAI stated it is doubling down on AI video generation following OpenAI's exit from the space, according to Bloomberg. Meta is cutting several hundred jobs across Reality Labs, Facebook, and other departments as it refocuses on AI, CNBC reported.

OpenAI's decision to kill Sora while funding agent coordination startups reveals a strategic shift toward enterprise monetization and away from consumer media generation tools with unclear revenue models. The move to back Isara rather than build agent orchestration internally suggests OpenAI is adopting a portfolio approach to emerging capabilities rather than vertical integration across all AI modalities. xAI's opportunistic move into video generation demonstrates how rapidly resource allocation shifts in response to competitor retreats, while Meta's cuts indicate ongoing portfolio rationalization as firms concentrate capital on perceived strategic priorities.