Why People Can Always Tell When AI Wrote Your Text
Young adults are letting ChatGPT draft their texts and hard conversations. Here's why it's obvious and what actually works instead.
I run several AI-driven services that rely on structured data stored in relational databases, and I want to keep them healthy, fast, and dependable. The most immediate need is continuous system monitoring and preventive maintenance: watching model performance, data pipelines, resource usage, and alerting thresholds so issues are caught long before they affect users. Alongside that oversight, I’m keen to squeeze more efficiency out of the algorithms already in production. Query plans, feature-engineering code, batch jobs, and model inference routines all hold room for improvement, and every millisecond we save lets us serve more users on the same hardware. Here’s what I would like delivered: • A baseline health audit of the current AI stack, highlighting failure points a...
AI Model Training – Image Review & Simple Annotation Tasks We are looking for reliable freelancers to help with AI model training and data annotation. The work involves short, straightforward tasks such as: * Looking at images and describing what you see * Comparing two images and identifying differences * Following simple written instructions * Answering questions about visual content * Categorizing or labeling images based on provided guidelines * Reviewing AI-generated responses and checking whether they are accurate No advanced technical or AI experience is required. The tasks are designed to be **simple, repetitive, and easy to complete independently**. ### What We’re Looking For * Good attention to detail * Ability to follow instructions accurately * Comfortable...
looking for a detail-oriented Business Analyst / AI Model Trainer to evaluate AI-generated spreadsheets, presentations, and documents. You’ll compare outputs against prompts, source materials, examples, and specific quality criteria, then correct, critique, and rank them based on content, aesthetics, layout, accuracy, and overall quality. Key Responsibilities Review AI-generated sheets, slides, and documents against detailed assessment criteria. Evaluate and rank multiple AI responses for content quality, aesthetics, layout, accuracy, and overall effectiveness. Identify weak, inaccurate, or low-quality AI-generated work and clearly explain what needs improvement. Correct documents and assessments using your own professional judgment and writing skills without AI assistance. A...
Wire GPT-40, Claude, and Gemini Pro into client products via LangChain and Llamalndex, the person who knows which model to reach for and when a smaller, cheaper one is actually the right call. Responsibilities • Design and build LLM-backed features using LangChain or Llamalndex • Evaluate and select between GPT-40, Claude, and Gemini Pro per use case and cost • Build retrieval-augmented generation (RAG) pipelines against client data • Own prompt versioning and evaluation so quality regressions get caught
We are looking for a senior, AI-native developer to support and maintain several existing platforms on an ongoing basis. Being AI-native is a core requirement for this role. We expect AI to be embedded into the development workflow wherever it meaningfully improves speed, quality, testing, monitoring, debugging, documentation, and maintenance. The goal is not simply to use AI occasionally, but to work in an AI-first way while maintaining strong engineering judgment and accountability. The current systems include: * — guest-facing booking website * — owner portal * — guest-facing booking website * — owner portal * * UTM tracking dashboard * Monitoring dashboard * Two PowerTranz payment-link systems * Online booking flows used across the three main websites T...
I’m looking for a versatile engineer who can jump in right away and keep our product moving forward. The work is continuous and touches every layer of the stack: sharpening existing AI logic, extending backend services that feed it, and refreshing front-end elements so users immediately feel the impact of each release. What you’ll actually do is simple to state but vital to execute: pick up the next feature, ship it cleanly, document just enough for the team, and get ready for the one after that. Some tasks may revolve around tweaking or retraining models, others around streamlining API endpoints, and still others around refining the user interface so new capabilities surface beautifully. I need fast turnaround, solid testing, and proactive communication because these updates ...
Summary Claude AI Architect / Trainer — Enable Dev Team on AI-Assisted Development & Testing We are an AI-native IT consulting and engineering firm looking for an expert in Anthropic's Claude ecosystem to train and upskill our engineering team on using Claude effectively across the software development lifecycle — particularly for coding, code review, and testing workflows. This is a hands-on engagement combining live training sessions with practical workflow setup for our team. Responsibilities: - Conduct hands-on training sessions (workshops/live coding sessions) for our development team on using Claude (Claude Code, Claude API, and/or Claude in IDE/CLI tools) for day-to-day development - Design best practices and workflows for AI-assisted coding, code review, debu...
Project Title: AI-Enabled Procurement Automation with WhatsApp and Oracle NetSuite We are seeking an experienced freelancer or development team to design, develop and deploy an end-to-end procurement automation solution for an F&B / hospitality environment. The solution should automate the procurement cycle from request creation through approval, Purchase Order creation in Oracle NetSuite, goods receipt, GRN / Item Receipt creation, variance reporting, notifications and audit trail. Core Workflow WhatsApp Request → AI Extraction → Item Matching → User Confirmation → Cut-Off Validation → Request Consolidation → Approval → NetSuite PO Creation → Goods Receipt → GRN / Item Receipt → PO vs GRN Variance → Management Reporting Scope...
Young adults are letting ChatGPT draft their texts and hard conversations. Here's why it's obvious and what actually works instead.
OpenAI's model broke its own security test and attacked Hugging Face. Here's why AI still can't test AI safely.
Huge opportunity for ongoing work from a massive new Freelancer project