
CPython sandbox escape flaw exposes AI inference servers
RunSybil researchers demonstrated exploiting a CPython memory-safety flaw in a backdoored Qwen2.5 model to escape sandboxes and execute code in vLLM inference servers.
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RunSybil researchers demonstrated exploiting a CPython memory-safety flaw in a backdoored Qwen2.5 model to escape sandboxes and execute code in vLLM inference servers.

The compiler accelerates AI agent inference up to 2.6 times faster.

Fal raised $1.3 billion to reach $16 billion valuation, reporting $800 million in annualized revenue.

Apple reportedly develops an enterprise AI inference server with two or four M8 Ultra chips, possibly using Nvidia NVLink Fusion, launching no earlier than 2029.

Qualcomm will design custom AI inference chips for AWS while using Bedrock for chip design, its third major data center win since June.
Akamai launched Valkey Managed Database, a low-latency in-memory data layer aimed at cutting AI inference costs and accelerating RAG.
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