Deep Learning Weekly: Issue 464
Deep Learning Weekly Miko Planas ● Covered by 4 sources
This week's deep learning newsletter covers Thinking Machines Lab's release of Inkling, a 975B-parameter open-weights multimodal MoE model, OpenAI's GPT-Red system which cut prompt injection failures by 6x through adversarial training, and research showing video generation models can serve as general-purpose vision learners, achieving state-of-the-art performance on diverse vision tasks while requiring 7 to 500 times less training data than specialized models. The issue also features MLOps optimizations, agentic system architectures, and a comprehensive survey on metacognition in large language models.
Why it matters
Thinking Machines' Inkling, How We Optimized Opik’s MCP Server for Cost & Performance, Metacognition in LLMs: Foundations, Progress, and Opportunities, and many more!