Research-led essays, new evidence, arguments, interviews and artifact studies from a history that is still compiling. Every seeded essay ships with inline citations and a Works Cited record.
Training and inference behave differently financially. One builds the model; the other recurs with every customer interaction and agent task.
AI revenue can carry significant model-serving and infrastructure costs. Gross margin reveals whether growth behaves like software or compute resale.
ARR is useful for measuring recurring commercial scale, but it is not revenue, cash flow, or profit. AI makes the distinction especially important.
Stability AI raised fresh capital after a cash crunch and is rebuilding around licensed creative tools, enterprise services, and entertainment partnerships.
Ideogram has moved from closed image generation toward open weights, APIs, and enterprise design workflows. We examine funding, pricing, and profit.
Pika is expanding from video into agents and low-cost audio models. We examine funding, consumer pricing pressure, creator payouts, compute efficiency, and profit.
Suno raised at a $5.4B valuation while moving toward licensed music partnerships. We examine subscriptions, generation cost, rights payments, and profit.
Character.AI serves millions of users while adding ads, limits, subscriptions, and interactive media. We examine its post-Google economics and profit.
Synthesia scaled from $40M to roughly $140M ARR and raised at a $4B valuation. We examine enterprise contracts, avatars, billing discipline, and profit.
ElevenLabs surpassed $500M ARR in 2026. We examine voice-agent pricing, falling unit costs, enterprise adoption, foundation-model research, and profit.
Runway's business more than doubled in 2026 while enterprise NRR exceeded 300%. We examine video inference, credits, world-model research, and profitability.
Midjourney is the rare generative-AI company reported to be profitable and self-funded. We examine subscriptions, licensing, compute, video, and legal risk.