Act or Defer: Error-Controlled Decision Policies for Medical Foundation Models
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Updated
Mar 2, 2026 - Python
Act or Defer: Error-Controlled Decision Policies for Medical Foundation Models
成果実装 ── FDEが示す、AIで「作る」が終わった世界の価値のありか / The Forward Deployed Shift — Where Value Survives When "Building" Is Over
The SHAPE Methodology — AI execution framework. Situation, Hypothesis, Action, Process, Evaluation.
Global-Remote AI Implementation Consultant & Fractional CTO. Logic engine for resilient automated systems, n8n workflow architecture, and AI-driven business scaling.
A specification-driven development CLI where AI plans and Claude CLI codes. Copilot plans, Claude implements.
《FDE:企业AI落地实战手册》前线部署工程师(Forward Deployed Engineer)开源手册 | The FDE Handbook — an open-source playbook for Forward Deployed Engineers
DANZUS product hub for applied AI software, DimeVision, Agent Audit Trail, and implementation services.
The PAST Framework — Strategic AI adoption methodology. Purpose, Audience, Scope, Tone.
Natural-language analytics interface for spreadsheet data: ingestion, explainable charts, and analyst-facing decision workflows.
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.
An open-source AI company operating system: Goals, Runs, Workers, and AI departments under one Director loop (OBSERVE → DECIDE → ACT → EVALUATE). Run your company with AI agents.
Professional profile and public portfolio index
Generative AI integration templates for logistics enterprises, developed by Densight Labs' ai consulting services team.
Open reference for SMB AI implementation — voice agents, RAG chatbots, n8n workflows. Maintained by https://pxlpeak.com
Complete implementation case study: AI-powered route optimization briefing system for logistics fleet managers. Densight Labs ADAPT Framework.
ADAPT Framework enterprise AI implementation template by Densight Labs for structured deployment
GitHub profile for Robert Dörries: AI Implementation, Automation and AI Adoption.
Template for tracking generative AI integration in logistics software by Densight Labs ai consultancy.
Sanitized public homepage demo for ArcVelocity's DFW AI implementation website
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.
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