Context compression finally works in production: new research cuts LLM input 16x without the accuracy hit

LCLMs compress LLM context before decode — 8.8x faster at 16x compression, beating every KV cache method tested. Open-sourced by NYU and Columbia.
SiliconANGLE

Contextual AI launches with $20M to build more reliable large language models for enterprises

Contextual AI Inc., an artificial intelligence development startup founded earlier this year, exited stealth mode today with $20 million in seed funding. Palo Alto, California-based Contextual AI ...
Business Wire

Contextual AI Emerges From Stealth to Build the Next Generation of Language Models, for the Enterprise

Founded by former Hugging Face and Meta AI researchers, Contextual AI raised $20 million in seed funding from Bain Capital Ventures, Lightspeed and Greycroft. PALO ALTO, Calif.--(BUSINESS ...
Business Wire

Arango Launches Contextual Data Platform 4.0 for AI-Agent-Ready Enterprise Data

Delivers unified, current, and trusted business context while accelerating the path from AI development to production Developed in collaboration with several enterprise customers, the 4.0 release ...

Tealium Context API unites data cloud depth with real-time customer context for AI agents, apps, and experiences

The new solution introduces a real-time context API for data clouds and a managed MCP server to instantly fuel agentic workflows without moving dataSan Diego, June 09, 2026 (GLOBE NEWSWIRE) -- Tealium ...
Forbes

The Role Of Contextual Data Redaction In Guarding Confidential Business Data

Vinay Goel is CEO of Wald.ai. He was the Chief Digital Officer at JLL and led products at companies like Google, CheckPoint and Webroot. Many companies have implemented conversational assistants.

Building A Context-Driven Architecture Into Pharma Commercial Stacks

Evolving tech stacks to account for contextual intelligence has direct implications for how commercial teams operate and ...
TechCrunch

Contextual AI launches from stealth to build enterprise-focused language models

Large language models (LLMs) like OpenAI’s GPT-4 are powerful, paradigm-shifting tools that promise to upend industries. But they suffer from limitations that make them less attractive to enterprise ...
Morningstar

Arango Launches Contextual Data Platform 4.0 for AI-Agent-Ready Enterprise Data

Delivers unified, current, and trusted business context while accelerating the path from AI development to production At NVIDIA GTC, Arango today announced the release of Arango Contextual Data ...