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Anthropic • Anthropic

Anthropic files for IPO as 2025 revenue grows twelvefold to $4.6 billion: Anthropic has filed an IPO prospectus revealing its revenue grew twelvefold to $4.6 billion in 2025, while its operating loss widened to $8.06 billion. The company warned that its AI technology could pose existential risks to humanity. Backers are reportedly aiming for a valuation above $2 trillion.

GPU Clusters

GPU clusters need synthetic stress tests to prevent AI training failures

New skill cascading attacks distribute malicious goals across AI agents: Researchers have introduced skill cascading attacks, a new threat paradigm targeting skill-based agent systems. The attack distributes a malicious objective across multiple skills so that each individual modification appears benign in isolation.

Security • arXiv