Tagged "compute-efficiency"
3 articles tagged compute-efficiency, 25 March 2026 to 30 July 2026. Newest first.
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EU Opens Call for Seven 'Gigafactories' to Train Next-Generation AI
The European Union is establishing large-scale AI training infrastructure to develop next-generation models, potentially shifting the landscape of who can build and deploy competitive AI systems.
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Prefill Once, Fan Out: KV Snapshot Sharing for Multi-Agent LLM Pipelines
Towards Data Science published research on KV snapshot sharing optimization that enables efficient multi-agent LLM pipelines by reusing computed key-value caches across multiple agents. This technique significantly reduces compute requirements for local deployment scenarios.
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Council: A Structured Deliberation Protocol Across Diverse AI Models
A new framework enables structured communication and deliberation between multiple AI models running locally, improving decision-making quality through multi-model consensus.