Cogent and OpenAI Build Enterprise Cyber Defense Factories

1. 13:08
   Latent Space

   How Engineers Are Building with Jev and System One Models

   At the AI Engineer Code Summit, TypeSafe AI co-founder Diogo Almeida argued that fast, structured-choice models such as Jev should be integrated into code to make software more reliable. Glean described using Jev alongside LLMs and classifiers for decisions that can adapt without repeated fine-tuning. UiPath tested ranking document chunks with thousands of Jev calls in under a second, while Workday showed a prototype that predicts user actions as they type.

2. 06:26
   AWS Machine Learning Blog

   AWS Recaps October 2026 Updates for AI Builders

   AWS outlines October updates across Amazon Bedrock, AgentCore, and Strands, including new model options, agent reliability features, and cost reporting. Highlights include model fallback in AgentCore Gateway, structured outputs for Claude models on Bedrock, and Strands Box entering developer preview. The recap also describes new pricing for AgentCore memory and an estimated 98 percent drop in cost per ticket after an Amazon team adopted Strands Decider.

1. 08:00
   OpenAI News

   Cogent and OpenAI Build Cyber Defense Factories for Enterprises

   Cogent and OpenAI are building cyber defense factories for enterprises. Cogent combines OpenAI models with enterprise context to help agents automatically remediate vulnerabilities.

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