Sources: US officials estimate unauthorized distillation costs US AI labs up to $6B/year; Silicon Valley told the Trump admin it could be an existential threat

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Subquadratic: the LLM built for 12M-token reasoning — SubQ can reason across entire codebases and document sets in one pass with no RAG workarounds. Read how SubQ 1.1 Small holds near-perfect retrieval out to 12M tokens.

Stop vibe coding analytics — Equals AI turns questions about your business into auditable spreadsheet models and dashboards. Build once, iterate for years.

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'Cryptomining can be a lucrative post-compromise activity in cloud environments': Experts warn AI gateways connected to Amazon Bedrock are being hijacked to steal crypto

* Darktrace reports cryptojacking via a compromised AI gateway (LiteLLM‑Proxy on AWS Bedrock), breached through exposed SSH and abused with XMRig mining * Attackers also showed suspicious IAM activity, hinting at possible cloud credential misuse, with connections traced to Vietnam * Experts warn AI gateways concentrate privileged access, urging strict port closures,