prakhar@affmantra.com

AWS partners with OpenAI in $38 Billion deal to scale next-gen AI

Amazon Web Services (AWS) and OpenAI have officially entered into a massive $38 billion, multi-year strategic partnership to power and scale OpenAI’s next generation of artificial intelligence (AI) workloads. The collaboration will see AWS providing its extensive cloud and GPU infrastructure to accelerate OpenAI’s research and product development. Under the seven-year agreement, OpenAI will gain…

Read More

MecTURING Laseron Q10 Robot Vacuum Cleaner launched in India, featuring 13,500Pa Suction, Smart Mapping, and more

MecTURING has unveiled its latest innovation in home automation – the MecTURING Laseron Q10 robotic vacuum cleaner, developed through in-house R&D and proudly made in India. The Laseron Q10 aims to redefine cleaning efficiency for Indian homes, combining powerful 13,500 Pa suction, advanced navigation, and 3-in-1 cleaning functionality in one intelligent device. The Laseron Q10…

Read More

How to Build a Model-Native Agent That Learns Internal Planning, Memory, and Multi-Tool Reasoning Through End-to-End Reinforcement Learning

In this tutorial, we explore how an agent can internalize planning, memory, and tool use within a single neural model rather than relying on external orchestration. We design a compact, model-native agent that learns to perform arithmetic reasoning tasks through reinforcement learning. By combining a stage-aware actor-critic network with a curriculum of increasingly complex environments,…

Read More