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Proposes segment-level supervision for LLM-based Lean 4 theorem proving, balancing dense local signals of step-level training with coherence of whole-proof generation.
Google's leaked video model 'Omni' shows improved text coherence in generated video content.
Cohere publishes enterprise AI governance guide covering monitoring, responsibility frameworks, and innovation-risk balance.
NVIDIA GB200 NVL72 introduces a fundamentally new way to build GPU clusters by extending NVIDIA NVLink coherence across an entire rack. This design enables... NVIDIA GB200 NVL72 introduces a fundamentally new way to build GPU clusters by extending NVIDIA NVLink coherence across an entire rack. This design enables exascale performance, but it also changes the assumptions that many scheduling systems were built on. As a result, “rack-scale locality” becomes a hard constraint. When workloads cross domain boundaries, performance drops sharply… Source
Cohere and Aleph Alpha merge to form AI company positioned on sovereign/on-premise deployment.
Cohere outlines five-phase enterprise AI maturity framework identifying common production blockers.
Learning to Defer framework extended to hierarchical multi-label medical imaging with coherence constraints preventing taxonomic contradictions.
Motivated by sensing modalities in modern autonomous systems that involve hardware-constrained spatial sampling over large arrays with limited coherence time, we develop a novel framework for rapid super-resolution multi-signal direction-of-arrival (DoA) estimation based on Hankel-structured sensing and data matrix decomposition of arbitrary rank, under both the $L_2$ and $L_1$-norm formulation. The resulting $L_2$-norm estimator is shown to be maximum-likelihood optimal in white Gaussian noise. The $L_1$-norm estimator is shown to be maximum-likelihood optimal in independent, identically dis...
AI Council framework mitigates artificial consensus in multi-LLM policy simulation via architectural heterogeneity and coherence validation across value perspectives.
Differentiable physics-informed approach for phase retrieval in coherent transition radiation spectroscopy diagnostics.
Dependency-driven multi-stage prompt pipeline for coherent RPG world and narrative generation using LLMs.
Cohere publishes guidance on enterprise AI security: deployment best practices, vulnerability classes, and secure configuration for production systems.
Talker-T2AV decouples semantic and low-level modeling in autoregressive audio-video generation for improved talking head synthesis coherence.
Canadian AI startup Cohere is taking over Germany-based Aleph Alpha with support from Lidl’s owner, Schwarz Group. With the blessing of their governments, the companies intend to offer a sovereign alternative to enterprises in an AI landscape dominated by American players.
Cohere preparing new MoE model with vLLM optimization support, signaling open-weights or community-accessible release.
Gated context projectors improve cross-stage coherence in autonomous driving VQA by reducing perception-planning inconsistencies by 42.6%.
User reports Image Gen 2 demonstrates advanced reasoning in color composition, generating cinematic palettes and tonal coherence across panels.
Cohere explains MoE models' efficiency gains with speculative decoding via expert routing correlation and bandwidth optimization.
Cohere explains enterprise AI search capabilities for data integration and workflow automation.
Cohere discusses emerging multimodal AI search capabilities for information discovery.
Cohere releases Rerank 3 model with improved search precision and enterprise retrieval performance.
Cohere provides FAQ guide addressing common enterprise RAG search and retrieval questions.
Cohere explores how rerankers and embeddings improve search and retrieval for AI applications.
Ensemble deploys Cohere's custom LLM to add agentic AI automation to healthcare RCM platform.
Cohere publishes practical guide for implementing agentic RAG systems in enterprise settings.
Notion integrates Cohere Rerank to improve workspace search and retrieval accuracy.
Cohere publishes enterprise deployment guidance covering cost, security, and scaling challenges for AI model operations.
Cohere educational overview of AI infrastructure components: hardware, software, networking layers for AI stack construction.
Cohere marketing guide covering generative AI use cases and integration strategies for campaigns.
Cohere conceptual overview defining enterprise AI, its business applications, and role in driving automation and growth.