At the 5G Futures Summit hosted by GSMA during MWC Barcelona 2026, GSMA released the white paper Gigauplink, Deterministic Latency, and Network Evolution for the Mobile AI Era. The white paper outline ...
In LLM inference, the same prompt may yield different outputs across different runs. At the system level, this non-determinism arises from floating-point non-associativity combined with dynamic ...
We haven't exactly worked out all of AI's kinks yet. Just try asking ChatGPT to solve a basic math problem or tell you how many R's are in "strawberry." You'll get a different, probably unhinged, ...
Abstract: The efficient scheduling of multi-task jobs across multiprocessor systems has become increasingly critical with the rapid expansion of computational systems. This challenge, known as ...
I am a Senior Member of Technical Staff at Salesforce, where I build AI-driven enterprise solutions that integrate LLM. I am a Senior Member of Technical Staff at Salesforce, where I build AI-driven ...
Submodular maximization is a significant area of interest in combinatorial optimization, with numerous real-world applications. A research team led by Xiaoming SUN from the State Key Lab of Processors ...
A research article by Horace He and the Thinking Machines Lab (X-OpenAI CTO Mira Murati founded) addresses a long-standing issue in large language models (LLMs). Even with greedy decoding bu setting ...
2025-11-06 22:31:07 INFO base.py L596: 'enable_torch_compile' is set to False by default. Enabling it can reduce tuning cost by 20%%, but it might throw an exception. 2025-11-06 22:31:07 INFO base.py ...
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