The Archive

Cohere Model Vault enables verifiable confidential inference using CPU/GPU computing with end-to-end encryption and attestation.

Cohere analyzes limitations in AI cultural understanding and implications for inclusive model design.

Cohere Rerank 5 improves passage retrieval for RAG and agentic systems with better token efficiency.

Cohere discusses enterprise AI governance challenges including visibility, accountability, and control at scale.

SpriteStage generates long-horizon animations via iterative scene programming and engine replay to maintain narrative coherence.

Theoretical framework derives sharp label-free calibration bounds for query-conditioned probabilistic predictors using minimax theorems and logical coherence.

DialFork benchmark measures procedural hallucination—fluent but logically incoherent agent behavior—via controlled dialogue fork injection.

Cohere acquires AISLE to strengthen sovereign AI security and resilience for enterprise and government customers.

Cohere demonstrates multi-agent teams achieve frontier coding performance at 30% cost reduction; explores optimal team organization strategies.

Cohere discusses tradeoffs between shared and dedicated inference for embedding and reranking workloads, addressing deployment architecture decisions.

Bi-FORK uses generative flow matching to learn one-to-many solution maps in bifurcating physical systems, enabling trajectory coherence through repulsion-guided sampling.

Cohere opens first Ottawa office to expand Canadian operations and hire local talent.

CMDS coordinates frozen pretrained diffusion models via stochastic optimal control for coherent structured output generation.

Cohere demonstrates data mixing technique improves multilingual reasoning across 60 languages, expanding model capability beyond English-dominant training.

PwC and Cohere announce global partnership to deploy secure enterprise AI, launching in Canada.

Cohere releases North 2, an agentic AI platform with enterprise security, cost governance, and full-stack control.

Queen, a 4B-parameter model, plays Grandmaster-level chess while generating coherent explanations via encoder-decoder architecture and iterative distillation.

FLINT: structured composition framework for table-to-report generation using verifiable atomic insights to improve coherence and traceability over sequential agents.

Global Coherence Theorem bounds multi-agent coordination failure when indistinguishable observations require conflicting actions.

Cohere releases Embed 5, a multimodal embedding model with state-of-the-art retrieval across financial and multilingual documents in Pro/Fast tiers.

Retrospective world modeling in VLM agents validates causal consistency of actions to reduce physically incoherent planning.

Oil and gas firms deploy generative AI for predictive maintenance and worker safety optimization, with Cohere positioning enterprise models.

Cohere introduces RCP-nDCG@10 benchmark fixing nDCG's unlabeled-document bias via calibrated AI judging for enterprise retrieval evaluation.

Technique enabling Multimodal LLMs to construct 3D scene representations from multi-view images before answering visual reasoning questions, improving cross-viewpoint coherence.

Study reveals probabilistic incoherence in LLMs (Jev, English Laya) when decomposing classification decisions across hierarchical category levels.

Motif prompt injection adds control handles to NotaGen-style music generation models for stylistically coherent composition with user-specified constraints.

LLM-based segment-level topic modeling with agentic refinement to improve topic coherence and enable fine-grained document analysis.

End-to-end driving models suffer open-loop/closed-loop training mismatch; endpoint-constrained trajectory optimization improves physical coherence.

Cohere launches Compass as cloud SaaS in private beta for enterprise search applications.

Cohere publishes guidance on enterprise AI change management: roles, workflows, governance adaptation during organizational scaling.