Browsing: AI & Robotics
A Coding Guide to Demonstrate Targeted Data Poisoning Attacks in Deep Learning by Label Flipping on CIFAR-10 with PyTorch
By Vidya Saras
In this tutorial, we demonstrate a realistic data poisoning attack by manipulating labels in the CIFAR-10 dataset and observing its…
Artificial intelligence has captured headlines recently for its rapidly growing energy demands, and particularly the surging electricity usage of data centers that…
Meta and Harvard Researchers Introduce the Confucius Code Agent (CCA): A Software Engineering Agent that can Operate at Large-Scale Codebases
By Vidya Saras
How far can a mid sized language model go if the real innovation moves from the backbone into the agent…
Every autumn, as the Northern Hemisphere moves toward winter, Judah Cohen starts to piece together a complex atmospheric puzzle. Cohen,…
A Coding Implementation to Build a Unified Apache Beam Pipeline Demonstrating Batch and Stream Processing with Event-Time Windowing Using DirectRunner
By Vidya Saras
In this tutorial, we demonstrate how to build a unified Apache Beam pipeline that works seamlessly in both batch and…
What is patient privacy for? The Hippocratic Oath, thought to be one of the earliest and most widely known medical…
A Coding Guide to Design and Orchestrate Advanced ReAct-Based Multi-Agent Workflows with AgentScope and OpenAI
By Vidya Saras
In this tutorial, we build an advanced multi-agent incident response system using AgentScope. We orchestrate multiple ReAct agents, each with…
To make large language models (LLMs) more accurate when answering harder questions, researchers can let the model spend more time…
How to Build a Production-Ready Multi-Agent Incident Response System Using OpenAI Swarm and Tool-Augmented Agents
By Vidya Saras
In this tutorial, we build an advanced yet practical multi-agent system using OpenAI Swarm that runs in Colab. We demonstrate…
Let’s say an environmental scientist is studying whether exposure to air pollution is associated with lower birth weights in a…