How to Build a Risk-Aware AI Agent with Internal Critic, Self-Consistency Reasoning, and Uncertainty Estimation for Reliable Decision-Making
Source: MarkTechPost In this tutorial, we build an advanced agent system that goes beyond simple response generation by...
ByteDance Releases DeerFlow 2.0: An Open-Source SuperAgent Harness that Orchestrates Sub-Agents, Memory, and Sandboxes to do Complex Tasks
Source: MarkTechPost The era of the ‘Copilot’ is officially getting an upgrade. While the tech world has spent...
Andrew Ng’s Team Releases Context Hub: An Open Source Tool that Gives Your Coding Agent the Up-to-Date API Documentation It Needs
Source: MarkTechPost In the fast-moving world of agentic workflows, the most powerful AI model is still only as...
Anthropic Introduces Code Review via Claude Code to Automate Complex Security Research Using Advanced Agentic Multi-Step Reasoning Loops
Source: MarkTechPost In the frantic arms race of ‘AI for code,’ we’ve moved past the era of the...
The ‘Bayesian’ Upgrade: Why Google AI’s New Teaching Method is the Key to LLM Reasoning
Source: MarkTechPost Large Language Models (LLMs) are the world’s best mimics, but when it comes to the cold,...
A Coding Guide to Build a Complete Single Cell RNA Sequencing Analysis Pipeline Using Scanpy for Clustering Visualization and Cell Type Annotation
Source: MarkTechPost In this tutorial, we build a complete pipeline for single-cell RNA sequencing analysis using Scanpy. We...
Improving AI models’ ability to explain their predictions
Source: MIT News – Artificial intelligence In high-stakes settings like medical diagnostics, users often want to know what...
Andrej Karpathy Open-Sources ‘Autoresearch’: A 630-Line Python Tool Letting AI Agents Run Autonomous ML Experiments on Single GPUs
Source: MarkTechPost Andrej Karpathy released autoresearch, a minimalist Python tool designed to enable AI agents to autonomously conduct...
Beyond Accuracy: Quantifying the Production Fragility Caused by Excessive, Redundant, and Low-Signal Features in Regression
Source: MarkTechPost At first glance, adding more features to a model seems like an obvious way to improve...
Building Next-Gen Agentic AI: A Complete Framework for Cognitive Blueprint Driven Runtime Agents with Memory Tools and Validation
Source: MarkTechPost In this tutorial, we build a complete cognitive blueprint and runtime agent framework. We define structured...