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Cohere
Track Cohere's role in the AI economy through Superpower Daily reporting on tools, models, and infrastructure. This live company page updates automatically as new launches, partnerships, product moves, and market signals are published.
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Cohere Publishes One-Kernel Server for North Mini Code, Claims 1.58× vLLM Speedup
Cohere Publishes Agent-Tool Dataset, Finds 419 Occupations Have No Coverage
Key developments
The company timeline.
Cohere Adds Encrypted AI Inference It Says Even It Cannot Read
The newly available Model Vault capability aims to protect data while a model processes it, but customers will need to assess exactly what its attestation evidence covers.
Cohere’s Gomez Challenges Lab-Led AI Safety Rules
The Cohere CEO supports outside testing of powerful AI systems, but argues that the companies being assessed should not control the standards or the route to compliance.
Cohere Publishes One-Kernel Server for North Mini Code, Claims 1.58× vLLM Speedup
The design brings production-oriented serving features to a technique often shown in narrow decode tests, but Cohere’s headline results are company-reported and tied to North Mini Code on one H100 configuration.
Cohere Publishes Agent-Tool Dataset, Finds 419 Occupations Have No Coverage
The new ATE dataset offers a supply-side map of what developers have made available for AI agents, not proof of workplace adoption. Its central finding is less about how many tools exist than which job tasks they reach—and which they leave alone.
Cohere Urges Enterprises to Match AI Model Size to Each Task
The company’s new guidance treats model selection as an operating decision: use compact systems for bounded work where lower compute and flexible deployment matter, while retaining larger models where the task requires them.
Cohere’s Parse 5 Turns Enterprise Documents Into Markdown for $1.50 per 1,000 Pages
The compact vision model is built for high-volume retrieval and document-processing pipelines, but its headline benchmark result leaves out chart and visual-grounding tests.
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