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Token Superposition Training: Nous Research Speeds LLM Pre-Training 2.5x in 2026
Yapay Zeka Modelleri
schedule3 min
schedule21 gün önce
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Token Superposition Training: Nous Research Speeds LLM Pre-Training 2.5x in 2026

Nous Research has unveiled Token Superposition Training (TST), a novel two-phase method that accelerates large language model pre-training by up to 2.5 times without altering model architecture or inference behavior. The technique, validated on models ranging from 270 million to 10 billion parameters, compresses token sequences during an initial phase to dramatically cut wall-clock time.

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AI Haberleri
Waymo CEO: L2 to L4 Upgrade Possible in 2026? End-to-End AI Alone Isn't Enough
Robotik ve Otonom Sistemler
schedule3 min
schedule21 gün önce
visibility5 views

Waymo CEO: L2 to L4 Upgrade Possible in 2026? End-to-End AI Alone Isn't Enough

Waymo Co-CEO Tekedra Mawakana asserts that while upgrading from L2 to L4 autonomous driving is technically feasible, relying solely on end-to-end AI models is insufficient. She emphasizes the need for cloud-based foundation model distillation and language-aligned world models to achieve true safety and reliability.

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