Act or Defer: Error-Controlled Decision Policies for Medical Foundation Models
-
Updated
Mar 2, 2026 - Python
Act or Defer: Error-Controlled Decision Policies for Medical Foundation Models
RoadHelp is a full-stack community assistance platform that allows users to report road issues using images, audio, and live location. Posts can be tracked by status and interacted with via votes and comments. It features a civic trust score system based on post validity and supports emergency posts for nearby user assistance.
This repository contains the frontend implementation of an Indonesian food classification web application. The application allows users to upload images of Indonesian food, sends them to a backend API for classification, and displays AI-generated recipes based on the prediction results.
Scalable real-time messaging infrastructure leveraging Socket.io and Node.js for sub-millisecond latency, reliable event delivery, and bi-directional communication.
The SHAPE Methodology — AI execution framework. Situation, Hypothesis, Action, Process, Evaluation.
The PAST Framework — Strategic AI adoption methodology. Purpose, Audience, Scope, Tone.
Add a description, image, and links to the ai-implementation topic page so that developers can more easily learn about it.
To associate your repository with the ai-implementation topic, visit your repo's landing page and select "manage topics."