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Anthropic Inference Costs Skyrocket |TikTok Deal Closes |The IPO Market:Wealthfront & EquipmentShare

  • AI infrastructure investment is projected to remain strong for 12 to 24 months with peak NVIDIA CapEx potentially reaching $50 billion, driven by effectively infinite demand for compute and inference that will keep prices high rather than reducing them this year.
  • Specific company forecasts include Open Evidence potentially raising funding at $30 billion to $40 billion valuations next year as it approaches $500 billion, while Open Evidence itself is expected to evolve into a $4 billion to $5 billion revenue business with revenue growth described as amazing but gross margins for competitors like Anthropic may take two years to reach 70% or potentially never exceed 60%.
  • The AI investment cycle is predicted to eventually bubble and pop after SpaceX's IPO or the construction of significant data centers, though material downside is expected for the next 24 months with demand continuing to accelerate as token consumption rises.
  • SaaS companies face existential challenges including seat contractions, budget cuts, and an inability to regain historical Net Revenue Retention rates of 130% to 140%, forcing many into a "boring quadrant" or exit strategies if they cannot absorb significant inference costs estimated at $50 million or more.
  • While established players like Salesforce possess resources to compete and may continue winning large contracts, many B2B firms will struggle to achieve parity against AI giants, with 99% of people facing no downside for betting on an AI slowdown in the immediate future despite the sector's long-term convergence.
  • Public market expectations have shifted toward requiring companies to generate billions in revenue while growing at 40% to successfully IPO, with Wealthfront's current ~$1.3 billion market cap considered sub-scale and Ethos valuations expected to drop from previous peaks, signaling a broader trend where investors accept lower valuations for companies failing to meet 2021 hype levels.
  • Operational realities include a workforce distribution where 80% of employees at best companies do not mathematically contribute significant value, and a 24-month timeline where market sentiment regarding deals like Brex will fade completely.