#MultiLLM
Calibrated log‑likelihood scoring boosts multi‑LLM answer selection, yielding around 4%‑5% accuracy gains on GSM8K, MMLU and ARC benchmarks without extra checks. Read more: https://getnews.me/uncertainty-aware-answer-selection-boosts-multi-llm-reasoning-performance/ #multillm #uncertaintyaware
October 6, 2025 at 4:54 AM
The new (P)rior(D)yna(F)low framework boosts multi‑LLM task accuracy by 4.05% and cuts workflow construction and inference costs to 30.68%–48.31% of competing methods. Read more: https://getnews.me/ai-workflow-construction-with-q-learning-boosts-agent-performance/ #priordynaflow #qlearning #multillm
September 19, 2025 at 8:08 PM
LENS: Learning Ensemble Confidence from Neural States for Multi-LLM
Answer Integration
Jizhou Guo
Paper
Details
#MultiLLM #AnswerIntegration #NeuralStateLearning
August 4, 2025 at 4:05 PM
#SakanaAI has introduced #MultiLLM #ABMCTS, a technique that enables multiple #LLMs to #collaborate on #complextasks. By combining the strengths of #differentmodels, the system outperforms individual LLMs by 30% on the ARC-AGI-2 benchmark. The open-source #TreeQuest #framework allows developers to…
July 7, 2025 at 1:10 PM
stg.adot.ai
April 29, 2025 at 4:38 AM
April 17, 2025 at 11:27 PM
April 10, 2025 at 11:27 PM
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March 18, 2025 at 4:47 PM
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February 23, 2025 at 3:52 AM
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February 20, 2025 at 7:14 PM
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February 12, 2025 at 11:54 PM
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February 3, 2025 at 3:05 AM
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January 27, 2025 at 7:02 PM
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January 24, 2025 at 7:23 PM
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January 10, 2025 at 7:01 PM
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January 9, 2025 at 7:01 PM