Perplexity Launches Brain, a Self-Improving Memory System That Builds a Context Graph of an Agent’s Work and Learns Overnight
Source: MarkTechPost Most AI memory remembers the user. It stores your preferences, your tastes, and your role. Perplexity...
The KV Cache Compression Race: TurboQuant vs OSCAR vs EpiCache
Source: MarkTechPost Long-context large language models (LLMs) face a memory bottleneck that has nothing to do with model...
Vercel Releases Eve: An Open-Source AI Agent Framework Where Each Agent is a Directory of Files Mapped to Capabilities
Source: MarkTechPost Vercel has released eve, an open-source framework for building, running, and scaling agents. The project is...
MiniMax Sparse Attention (MSA): a Two-Branch Block-Sparse Attention Trained on a 109B-Parameter MoE With a 3T-Token Budget
Source: MarkTechPost MiniMax released MSA (MiniMax Sparse Attention), a sparse attention method built directly on Grouped Query Attention...
OpenAI’s Deployment Simulation Extends Pre-Deployment Risk Assessment to Agentic Coding Through Simulated Tool Calls
Source: MarkTechPost OpenAI published a new pre-deployment safety method called Deployment Simulation. The idea is direct. Before a...
How to Build Memory-Efficient Transformers with xFormers Using Packed Sequences, GQA, ALiBi, SwiGLU, and Causal Attention
Source: MarkTechPost In this tutorial, we implement xFormers: a practical toolkit for building fast, memory-efficient Transformer models on...
Meet Qwen-RobotSuite: Three Embodied AI Models for VLA Manipulation, Video World Modeling, and Navigation
Source: MarkTechPost The Qwen team has released three embodied AI models, grouped as Qwen-Robot-Suite. The three are Qwen-RobotManip,...
Google Cloud Introduces Open Knowledge Format (OKF): A Vendor-Neutral Markdown Spec for Giving AI Agents Curated Context
Source: MarkTechPost Foundation models keep getting stronger, yet they still stall on the same thing: context. A model...
How to Build a Parsing Pipeline with Docling Parse for Layout-Aware Document Intelligence
Source: MarkTechPost In this tutorial, we build a workflow for using Docling Parse to analyze PDF documents at...
Sakana AI Commercializes AB-MCTS in Sakana Marlin, an Enterprise Agent Generating Up to 100-Page Research Reports With Slides
Source: MarkTechPost Tokyo-based Sakana AI shipped its first commercial product ‘Sakana Marlin’ this week. Sakana team positions it...