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OpenAI 7 years ago 27
Researchers developed the Sparse Transformer, a neural network that improves sequence prediction for text, images, and sound by modifying the attention mechanism. The model can process sequences 30 times longer than previous approaches allowed. This enables pattern recognition across extended data, reducing computational constraints that previously limited sequence modeling tasks.
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26 October 2026
Anthropic’s IPO filings turned today into a referendum on what AI companies will look like when they grow up—and how much control they’ll keep. In its SEC S-1, the Claude maker set out a five-class structure designed to concentrate voting power: one founder LLC share class (Class F) grants 50.1% of the votes with no economic rights, and that control flips only if fewer than three co-founders remain for 90 days. The financials are similarly blunt. Anthropic reported $16.3 billion in first-half 2026 revenue but a net loss of $80.7 billion, with net losses since 2023 of about $132.5 billion. It also signaled a compute spending spree: $542 billion to $567 billion for future infrastructure, including “Anthropic Direct” data centers to reduce dependence on major cloud suppliers—while warning investors about upfront cash outflows and power-delivery risk. Even enterprise go-to-market shows up in governance terms: Claude Code’s top 5% of users spend about 20× the average, pushing Anthropic to sell agents as software embedded across first-party apps.
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