LangChain’s CEO warns that raw model quality isn’t enough for production‑ready AI agents. He stresses the need for smarter context handling, reasoning harnesses, and compression techniques to turn LLMs into reliable tools. Curious how to bridge the gap? Read on for the full take. #LangChain #AIAgents #ProductionAI #ContextCompression

🔗 https://aidailypost.com/news/langchain-ceo-says-model-quality-alone-wont-deliver-production-ai

NVIDIA just poured $150 M into Baseten, accelerating Jensen Huang’s shift to an inference‑first strategy. The funding will boost GPU‑powered AI inference pipelines, making production‑grade models easier for enterprises to deploy. Curious how this changes the ML landscape? Read on. #AIInference #NVIDIA #Baseten #ProductionAI

🔗 https://aidailypost.com/news/nvidia-puts-usd-150-m-into-baseten-backing-jensen-huangs

AI agents are moving to production. At QCon AI New York, practitioners from OpenAI, LinkedIn, Google, Walmart & MITRE share real lessons from building agentic systems at scale.

🔗 See the full QCon AI schedule: https://bit.ly/43Jvelw

#QConAI #AIAgents #ProductionAI

From agentic coding tools to reinforcement learning for ad generation to enterprise deep research, senior software practitioners share real lessons from building AI systems at scale at #QConSF 2025.

Early bird ends Nov 11: https://bit.ly/47ubBPt

#AI #ProductionAI

ML production deployment is the key to real-world AI. Learn 7 essential steps for robust, scalable, and efficient machine learning systems. #MLOps #MachineLearning #AIDeployment #DataScience #ProductionAI #ML

https://teguhteja.id/ml-production-deployment-7-unbeatable-steps/?utm_source=mastodon&utm_medium=jetpack_social

ML production deployment: 7 Unbeatable Steps for Real-World AI Success

ML production deployment made simple—discover 7 proven steps to launch, monitor, and scale real-world machine learning systems.

teguhteja
Weaponizing image scaling against production AI systems

In this blog post, we’ll detail how attackers can exploit image scaling on Gemini CLI, Vertex AI Studio, Gemini’s web and API interfaces, Google Assistant, Genspark, and other production AI systems. We’ll also explain how to mitigate and defend against these attacks, and we’ll introduce Anamorpher, our open-source tool that lets you explore and generate these crafted images.

The Trail of Bits Blog