Large Language Model

Managed Agents - Don't Get Locked In: This video analyzes the concept of managed agents currently being rolled out by various Large Language Model providers. While these managed services offer numerous advantages, they also present a significant risk of vendor lock-in for developers.

LLM Agents • Sam Witteveen

Large Language Models

Audit identifies 12 data leaks and compliance risks in agentic LLM pipelines

GPT-6 Astra

GPT-6 Astra Just Made AI Software Factories Real (Here's How to Run One)

Moonshot AI releases Kimi K2.8 model with million-token context window: Moonshot AI has released its Kimi K2.8 model, which delivers performance approaching the K3 model. The new model features a million-token context window that is now open to all users. The release comes as the company prepares for an IPO in Hong Kong.

Moonshot AI • 量子位

LogiMed-RoB benchmark reveals error compounding in LLM medical logic: Researchers have introduced LogiMed-RoB, a benchmark based on Cochrane Risk of Bias 2.0 expert logic to evaluate large language models across 860 randomized controlled trials. Testing on 10 state-of-the-art models revealed a severe error compounding effect, despite the top model achieving 98.88% atomic consistency.

AI Models and Applications • arXiv