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Startups & Venture·October 22, 2026·1 min read

Venture capitalists are questioning the neolab math

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When VCs start interrogating neolab valuations, it’s a signal that capital is shifting from pure model bets to distribution, infra, and vertical depth. If you're raising, be ready to defend not just your model quality but your path to durable margins in a world of commoditizing base models.

Startups & Venture

Sources: SoftBank's SB Energy is considering going public in December or possibly waiting until next year as it monitors Anthropic's IPO, expected next month

SB Energy timing its IPO around Anthropic’s debut — while building a massive Ohio data center project for OpenAI — shows how tightly AI demand is now coupled to energy and infra capital markets. If you’re planning large-scale AI deployments, counterparty risk now includes your power provider’s IPO window and balance sheet.