Parallax: A Parameterized Local Linear Attention That Keeps Softmax and Adds a Learned Covariance Correction Branch
Source: MarkTechPost The Transformer’s attention mechanism has barely changed since 2017. Most efficiency work has tried to replace...
An Implementation of the Microsoft Agent Governance Toolkit for Safe AI Agent Tool Use with Policies, Approvals, Audit Logs, and Risk Controls
Source: MarkTechPost In this tutorial, we build a governed AI-agent workflow using Microsoft’s Agent Governance Toolkit as the...
A Coding Implementation on Loguru for Designing Robust, Structured, Concurrent, and Production-Ready Python Logging Pipelines
Source: MarkTechPost In this tutorial, we implement a practical use case with Loguru, a powerful, flexible, and production-ready...
Trajectory Releases a Concurrent Multi-LoRA Training Stack for Continual Learning, Reporting a 2.81× Experiment-Throughput Gain
Source: MarkTechPost Trajectory’s concurrent multi-LoRA stack reports a 2.81× experiment-throughput gain over single-tenant RL, with all code in...
Build Skill-Augmented AI Agents with SkillNet for Search, Evaluation, Graph Analysis, and Task Planning
Source: MarkTechPost In this tutorial, we implement a SkillNet use case as a practical framework for discovering, installing,...
Best Text-to-Speech TTS Models in 2026: A Benchmark-Based Comparison
Source: MarkTechPost Text-to-speech TTS moved fast over the past year. The line between synthetic and human speech narrowed....
Genesis AI Releases Nyx, Quadrants, and Genesis World 1.0 Physics Platform for Scalable Robotics Foundation Model Evaluation
Source: MarkTechPost Genesis AI released Genesis World 1.0. The platform consists of four components: the Genesis World physics...
Hermes Agent Ships Tool Search for MCP: Anthropic Evals Show 49% to 74% Accuracy Gain on Opus 4
Source: MarkTechPost Nous Research’s open-source Hermes Agent now ships a Tool Search feature. It directly addresses a growing...
How to Use AgentTrove: Streaming 1.7M Agentic Traces and Building a Clean ShareGPT SFT Dataset in Python
Source: MarkTechPost In this tutorial, we explore AgentTrove, one of the largest open-source collections of agentic interaction traces,...
NVIDIA Introduces X-Token: Projection-Guided Cross-Tokenizer KD That Outperforms GOLD by +3.82 Average Points on Llama-3.2-1B
Source: MarkTechPost Knowledge distillation (KD) transfers “dark knowledge” from a large teacher model to a smaller student. The...