Today in AI — 2 April 2026

The money flowing into AI has stopped looking like venture capital and started looking like infrastructure spending. Q1 2026 saw $297B in global startup funding with 81% going to AI, seed rounds are pricing like Series As, and the companies receiving that capital are burning it on power plants, chip fabs, and ad platforms. The question is no longer whether AI will be big — it's whether the economics can hold.

The capital supercycle

Four numbers tell the story: $297B in quarterly VC, 81% AI concentration, $40–45M seed valuations, and $7B in strategic bets from Nvidia alone in a single day. Investors are pricing rounds years ahead of revenue, and the biggest chip company on earth is buying equity stakes in its own supply chain rather than waiting for the market to sort itself out. This is what it looks like when an industry decides the future is already here.

• Q1 2026 shatters venture funding records at $297B as AI captures 81% of all VC — Crunchbase News
• AI seed startups now routinely raising at $40–45M valuations as investor appetite shows no ceiling — TechCrunch
• Nvidia deploys $7B in strategic stakes — $5B in Intel, $2B in Marvell — in a single day — Tom's Hardware
• Cognichip raises $60M to use AI for chip design — Intel CEO joins board — TechCrunch

AI finds its revenue model

ChatGPT ads hit $100M annualised revenue in six weeks with 600+ advertisers, and self-serve access drops the $200K minimum this month. Meanwhile, Gap is the first major retailer to let customers buy directly inside Google Gemini, and ElevenLabs is packaging voice into enterprise agent platforms. The interface layer is monetising fast — ads, commerce, and enterprise SaaS all at once.

• ChatGPT ads hit $100M annualized revenue in six weeks as OpenAI opens self-serve access this month — Search Engine Land
• Gap becomes first major retailer to enable direct checkout inside Google Gemini — CNBC
• ElevenLabs and IBM partner to bring premium voice AI to enterprise agents — IBM Newsroom

The trust gap widens

A browser extension with 8 million users was silently harvesting conversations from every major AI chatbot, and Perplexity is facing a class-action suit for sharing user data with Meta and Google even in 'Incognito' mode. People are pouring their most sensitive thinking into AI interfaces, and the plumbing behind those interfaces is leaking in every direction.

• Browser extension with 8 million users caught harvesting conversations from every major AI chatbot — Dark Reading
• Perplexity AI hit with class-action lawsuit for sharing user conversations with Meta and Google — The Decoder

Physical infrastructure and hardware bets

Meta's Hyperion campus will need 10 gas power plants and 7.5 gigawatts — more than South Dakota uses. On the model side, H Company's Holo3 topped desktop computer-use benchmarks with just 10B active parameters, proving efficiency gains are real. And Nothing is betting that AI belongs on your face and in your ears, not just on your screen.

• Meta funds 10 gas power plants for Hyperion AI campus — as much electricity as South Dakota — TechCrunch
• H Company's Holo3 sets new state of the art on desktop computer use with only 10B active parameters — H Company
• Nothing plans AI smart glasses for 2027 and AI earbuds for this year — TechCrunch

The industry is simultaneously building revenue engines, burning through capital at record pace, and losing control of user data. If you're building on these platforms, the commercial opportunity is obvious — but so is the operational risk of trusting infrastructure that hasn't yet earned it.

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