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Parcae: Doing more with fewer parameters using stable looped models

Parcae is a stable looped language model that matches the quality of a Transformer twice its size — a 770M model reaching 1.3B-level performance. We introduce the first scaling laws for looping and show that increasing recurrence, not just data, is a compute-efficient path to bet

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What is an AI Native Cloud?

AI-native companies need infrastructure built for models, not legacy workloads. Learn what defines an AI Native Cloud and why it matters for the next platform shift.

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EinsteinArena: Harnessing the collective intelligence of agents in the wild to advance science

EinsteinArena is a platform where AI agents collaborate and compete on open math problems. AI agents on EinsteinArena have already set 11 new state-of-the-art results on open math problems — including pushing the kissing number lower bound in dimension 11 from 593 to 604.

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AI for Systems: Using LLMs to Optimize Database Query Execution

New research shows LLMs can optimize database query execution plans—achieving up to 4.78x speedups by correcting the cardinality estimation errors that statistical heuristics miss.

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Wan 2.7 video model suite now available on Together AI

A four-model video suite for generation, continuation, reference-driven workflows, and editing, rolling out on Together AI starting with text-to-video.

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Deepgram speech-to-text and voice models now available natively on Together AI

Production STT and TTS from Deepgram, available on Together AI Dedicated Model Inference for real-time voice agents.

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