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 am developing Monarch Protocol — Monarch Core, a local-first, browser-based AI assistant on Kali Linux. The objective is to run a pretrained language model directly in the browser, without a cloud AI API or a separate AI inference backend, and support offline operation after the initial download and preparation of all required files. Technology stack and environment - Operating system: Kali Linux. - Bundler: Vite 5.4.14. - Language: JavaScript, HTML, and CSS. - Model library: @huggingface/transformers 3.7.2. - ONNX Runtime Web: 1.22.0-dev.20250409-89f8206ba4. - Target model: onnx-community/Qwen2.5-1.5B-Instruct. - Intended execution backend: WebAssembly (WASM) for CPU-only inference. - Alternative backend: WebGPU, if supported by the browser and graphics environment. - Browser: G...
I’m looking for an experienced developer or development team to build an advanced online GCSE learning platform covering sciences, English, maths and humanities, with support across all GCSE exam boards. The ambition is to create a market-leading platform focused on exam technique, personalised teaching and practice that helps students understand how to earn more marks. The platform should include an AI teaching mode that explains concepts, identifies gaps in understanding and guides students through questions step by step. Advanced capabilities should include interactive voice tutoring, a shared whiteboard, handwritten-answer uploads and personalised revision plans that adapt to each student’s strengths, weaknesses and progress. A core requirement is reliable automatic m...
I’m putting the finishing touches on my new training platform at and would love a strong player’s perspective. We’ll spend a single hour on a live screen-share as you create an account, import a recent or Lichess game, and watch the site build your personalised study plan and practice queue. While you move through each step, just speak freely about what works, what feels clunky, and how accurately the difficulty ramps for your level. To keep the feedback substantive, I’m looking for someone rated at least 1800 FIDE or 2000 online, preferably with coaching experience, and comfortable discussing ideas in clear English. No preparation, coding, or written report—just candid, professional observations during the call. I’ll provide immediate platform acces...
Title: Independent Full-Time Remote Developer (Logistics Tech & Multi-AI Integration) – India Only Job Description: I am looking to hire one individual independent software engineer based in India for a long-term, remote role. I already have one engineer on my team working under this exact model, and I am looking to expand. You will work with me directly to build, maintain, and optimize software systems tailored for the logistics, trucking, and supply chain industry. The Deal: • Type: Independent Freelancer Only (Strictly NO agencies, NO dev shops, NO account managers). • Hours: 160 hours per month (Full-time dedication). • Budget: $2,000 USD fixed monthly retainer ($12.50/hr equivalent). What you will be doing: • Multi-AI & Automation Integration: Buildin...
I'm looking to make a local AI agent that runs on a jetson nx 16 gb. The agent needs to control the robot and have a personality. So it needs to move the servos to follow sounds or images, it needs to reason, speak and to understand by itself when to talk. It is very important we can build a personality of the. robot. I'm attaching a video to give you an idea. What is very important is that the robot can function in milliseconds, the jetson is a very powerful machine and should be more than enough to have almost real time responses.
We built the MVP of our web app largely with AI-assisted tools, and most of it works — but one key feature isn’t behaving the way it should, and we need an experienced developer to get it working properly. What’s happening: We have a [nombre de la funcionalidad, ej. “AI chat assistant” / “automated report generator” / “smart search”] that should [comportamiento esperado], but instead [lo que ocurre en realidad — ej. “returns inconsistent results,” “fails silently,” “works only sometimes”]. The AI-generated code looks fine on the surface, but the feature isn’t reliable enough to ship. What we need you to do: Review the existing code and pinpoint why the feature isn’t working as exp...
I’ve just rolled out the first public version of an AI-powered educational tool and need real college voices from AL, AZ, CA, DE, FL, IL, KS, MA, and NY to tell me how it performs in the wild. You don’t need any technical background—just the curiosity to explore a new study companion and the willingness to speak candidly about what you love or what feels off. How it works • I’ll send you a private sign-up link and a quick onboarding guide. • We’ll meet on Google Meet for a short kickoff (20 min). • You’ll use the product on your own for about an hour, trying sample assignments and quizzes. • When you’re done, hop back on Meet (or, if you prefer, leave written notes) to walk me through your impressions. What I need from...
We need ongoing help expanding our existing .NET-based web application. We use MVC, C++ and SQL. The full development of this project can start any time between November 10 and January 15, but we need to finalize the concepts now and hire a developer now. Your first task will be to determine which AI tool is best suitable since our code is on a local server and not on Github. We need to add new functionality and then new reports. I want to weave AI capabilities into the product, not to replace coding effort but to speed up our development that would otherwise take longer to build. Also I want to learn from you how to use these AI tools myself. I’m counting on your experience to propose the most appropriate stack for each use case and then implement it. The immediate roadmap inc...
This project focuses on quality assurance (QA), transcription verification, and audio segmentation for Czech-language recordings. Contributors will review audio recordings, verify transcription accuracy, identify annotation errors, and ensure that audio segments are correctly divided and aligned with the spoken content. Key Responsibilities Audio Quality Assurance: Review Czech audio recordings and validate existing transcriptions and annotations. Transcription Verification: Identify and correct errors in spelling, punctuation, word usage, and transcription accuracy according to the provided guidelines. Audio Segmentation: Divide recordings into appropriate segments based on speech boundaries, ensuring accurate start and end timestamps and proper alignment between the audio and its cor...
I need a compact, AI-driven faceswap editor that works exclusively with pre-recorded videos and lets me finish everything in post before sending the clip to TikTok. The workflow I have in mind is simple: import a video, identify the source and target faces, preview the swap frame-by-frame, then render and export in a TikTok-friendly format (vertical, audio preserved, high-quality H.264). You are free to build on libraries such as MediaPipe, DeepFaceLab, or any other GAN-based solution, as long as the final tool runs reliably on consumer hardware and keeps processing times reasonable. An intuitive timeline and basic trim/crop controls would be great, but the faceswap accuracy and overall stability are the real priorities. Deliverables • A working application (desktop or browser-bas...
For this project you need to hold current certification for the following and provide evidence of it: Microsoft Certified: Agentic AI Business Solutions Architect Expert AB-100 The project is to associate your learning profile with our organisation for a minimum of 1 year. Your certification should have at least 8 months left until expiration. 50% upfront 50% after 1 year Association process will be discussed with you if awarded. Awarded professionals will be given 12 months' access to our academy to support your growth and will be given first preference for future internal project work.
Job Title: AI Automation Developer for Luxury Magazine – Automated SEO Content System Project Overview We are looking for an experienced AI Automation Developer to build an automated editorial system for Luxury Magazine (), a luxury lifestyle magazine. The goal is to automate the entire process of creating SEO articles, from topic research to writing, internal linking and preparing WordPress drafts. We do not need a simple AI article writer. We need a system that works independently, with minimal human intervention. Our team should only need to enter a list of countries, cities, hotels, events or other topics. The system should handle the rest, preparing complete articles for our final approval. 1. Automated Research and Editorial Planning The system should automatically resea...
مشروع تقني ناشئ في السعودية يعتمد على الذكاء الاصطناعي، ويحتاج تكامل بين الأجهزة والبرمجيات والسحابة. نبحث عن شريك تقني يساعدنا نحوّل نموذج أولي شغال إلى منتج جاهز للسوق. English: An early-stage tech project in Saudi Arabia built around AI, combining hardware, software, and cloud. We're looking for a technical partner to help turn a working prototype into a market-ready product.
I’m looking for an experienced developer or development team to build a cross-platform AI-powered mobile app for iOS and Android. The app will require user accounts, image uploads and analysis, AI chat, personalized recommendations, saved user data, visual AI features, a secure backend/database, third-party API integrations, notifications, and a clean modern UI/UX. I’m looking for someone with strong experience in mobile app development, AI/ML, computer vision, generative AI, recommendation systems, backend development, and scalable cloud architecture. The app is intended to be a substantial first release, not just a basic demo, so the architecture should be scalable and flexible for future features. Full concept, workflows, and feature details will only be shared privately ...
Software Architect & AI Technical Lead (Python · B2B SaaS · Telecom) Location: Remote (Mexico or LATAM, Mexico City time zone) · Periodic visits to Mexico City Type: Full-time or project-based (contractor) Language: Spanish (fluent) and English (technical) About us We are a new mobile virtual network operator (MVNO) in Mexico that competes on value, not price. We are building two products on a single platform: A B2B platform where companies onboard, manage their mobile lines and cost centers, and receive electronic invoices (CFDI) allocated by cost center. A perks layer for consumers: every mobile line includes discounts and benefits delivered through WhatsApp and the web, powered by AI agents. The role You will own the architecture of both products and lead ...
I’m looking for an experienced ML engineer to optimize an ARC-AGI-3 Kaggle solution and achieve a top-5 position on the public leaderboard within 7 days of the agreed start date. Budget: $800 USD, success-based. Payment will be made only if the agreed top-5 target is achieved by the deadline and all required deliverables are provided. No payment is due if the target is not achieved, unless otherwise agreed in writing before work begins. Starting points: Deliverables: - A working, reproducible Kaggle notebook. - All modified source code and configuration files. - A valid competition submission confirming the result. - A brief explanation of improvements and reproduction steps. Preferred skills: Python, LLM agents, Kaggle, SGLang/vLLM, quantization, and inference optimization. P...
Hi I will share the details with the shortlisted candidates. Thanks
Read fast all . Whatsapp chat bot I want a small, locally-hosted chatbot that runs on my laptop using the Ollama framework together with OpenClaw. Its single purpose is to chat with customers about my two current offerings—custom mug prints and T-shirt prints—and nothing else. The bot must be able to: • Hold natural, mistake-free written conversations in Bengali only, maintaining a friendly, everyday tone. • Explain every printing possibility for mugs or T-shirts (any photo, any design, any text). • Quote prices and discuss order quantities or delivery details whenever asked. • Politely refuse topics outside production. Technical scope • Build and fine-tune the model through Ollama; integrate it inside a lightweight desktop interface (CLI or s...
I need an AI tool to analyze intraday Indices trends. The AI should provide insights and predictions to help inform trading decisions. Key Requirements: - AI should focus solely on intraday Indices trends. - I will provide the indicators and conditions that needs to be considered. - Deliver accurate, timely, and actionable insights. Ideal Skills and Experience: - Expertise in AI and machine learning. - Proven track record in stock market analysis. - Strong analytical skills and experience in data interpretation. - Past work in similar projects is essential for application. Please include relevant past work in your application.
I have built a working prototype of SafeGuard AI, a wireless blind-spot detection system that mounts externally to any vehicle mirror without tapping into the car’s wiring. The self-contained sensor recognizes traffic in adjacent lanes and flashes integrated LEDs to warn the driver in real time. Adhesive or magnetic mounts let owners install and remove the unit in minutes, opening a vast retrofit market—millions of cars and light trucks still lack factory blind-spot protection. With the prototype tested and patents filed, I’m now looking for venture-capital investment to fund final engineering, regulatory compliance, and large-scale manufacturing. If your firm focuses on automotive safety, aftermarket electronics or mobility innovation, I’d like to share detailed t...
I’m building a roster of lifelike human personas with Higgsfield’s Soul ID / Soul 2.0 engine and I need a workflow that guarantees the same individual shows up every time I hit “generate”. Faces, body proportions and overall vibe must stay stable across different prompts, scenes and lighting setups while still allowing me to dial up realistic behavior and emotions on demand. You’ll be the Higgsfield expert who: • Designs a repeatable pipeline (scripts, node graph or API calls) that locks in a character’s “soul” yet lets me vary pose, outfit, setting and emotional state. • Delivers at least five demonstration renders or clips that prove identity consistency and believable emotional shifts. • Writes a concise guide so I...
Please ensure to include work samples specific to AIGC and AI Agent creation in your proposal. This will help me streamline the selection process. I am looking for an experienced ComfyUI specialist to build an original, realistic AI influencer from scratch, and set up a complete cloud-based content pipeline that I can run myself. The character will mainly be used for brand-safe UGC, TikTok Shop and affiliate content on TikTok and Instagram. What I need: 1. Character creation and LoRA training - Design an original, photorealistic character (not based on a real person) - Build the training dataset and train a LoRA (Flux or another model you recommend) - The face and body must stay consistent across images and videos 2. Image generation workflow - Text-to-image workflow with the LoRA buil...
I’m putting together a project that centres on Artificial intelligence itself rather than a single sub-field, and I need a specialist who can take the lead in designing AI models from the ground up. The job involves shaping the architecture, writing clean, well-documented code, and guiding the overall model-building workflow so the end result is production-ready. You will help me decide on the right algorithms, set up the training and validation loops, and implement any necessary preprocessing or feature-engineering that will give the model a real edge. While the exact domain—machine learning, natural language processing, or computer vision—may shift as the project evolves, the common thread is rigorous model design that meets clear performance targets. Please be comfor...
I need an AI-generated master plan for a mixed-use redevelopment project in the USA. The plan should emphasize: - Sustainability and green spaces, 2-3 Revisions, - Transportation and accessibility - Community amenities and services I will provide: - Current site plans and maps - Demographic and market data - Zoning and regulatory requirements Ideal skills and experience: - Urban planning expertise - Proficiency in AI and data analysis, BIM, REVIT - Strong understanding of sustainability practices and community development Looking for innovative solutions and a comprehensive approach.
I have 24 short clips (15–30 s each) that I want rebuilt with AI so the motion stays frame-perfect while the on-screen character is replaced by the portrait I supply. The look must stay realistic and the only thing visible behind the subject is a pure white backdrop. Every source image carries a small red reference mark; that pixel may never shift place in the finished video. To keep things simple, please start with the first pair (one video + one picture). If your sample matches the brief I will move forward with the remaining 23. Key points you must meet: • Output: 24 mp4 files, 720 p minimum • Motion: identical to the source clip, no drift or stutter • Red mark: locked to the exact coordinate it holds on the still photo • Style: photoreal, no cartoon or...
I'm looking for an experienced AI automation developer to build me a personal AI assistant that can think, research, and act on my behalf across my businesses. This isn't a simple chatbot, it needs persistent memory of my business context so it holds a real ongoing relationship with me rather than starting fresh every conversation. Core capabilities needed: the assistant should be able to do open-ended research on request, create written and video content, manage and post to social media accounts, and eventually help build simple digital assets like a one-page website, all directed through natural conversation, ideally delivered to me via WhatsApp. I have a complete technical brief already written, covering the full roadmap in stages, so you'll know exactly what's bei...
Peace be upon you, I have a subscription to a website selling artificial intelligence tools and I have installed it in the Dicloak (Anti-detect Browsers) program with IP static residential proxies. Regarding the issue we're facing, our current setup (Static Residential IP + Dicloak) works well for masking the IP and device fingerprint. However, the system/server is still detecting us through behavioral patterns and action volume (Rate & Behavior Analysis). The problem boils down to 3 main points: High Volume of Activity (Rate Limiting): When multiple people use the system simultaneously, the server receives a high number of requests per minute from the exact same IP. This triggers rate-limiting filters because it exceeds normal human usage limits. Concurrent Requests: The ser...
I want a single, cohesive AI-driven workflow that can take basic project inputs and automatically generate three kinds of shop drawings—schematics, architectural details and complete pipe layouts. For the schematic side, the workflow must: • Produce the drawing itself from predefined rules or a prompt (drawing generation) • Flag symbol or connection errors in real time (error detection) • Rearrange components intelligently to minimise space, clashes or cable runs (optimisation of components layout) For pipe layouts it should: • Calculate the correct pipe sizes to meet design criteria (sizing) • Assign the proper material for each run based on pressure class, medium and standards (material specification) I am happy for you to choose the stack—pr...
Estoy levantando un proyecto personal y requiero una aplicación que me permita crear y conversar con varios personajes de inteligencia artificial desde cualquier dispositivo—móvil, navegador o escritorio—de forma cómoda y continua, al estilo de pero sin filtros de conversación. Lo que considero esencial: • Creación ilimitada de bots con personalidad y memoria persistente. • Identificación de imágenes enviadas durante el chat para que el bot las interprete y las integre en sus respuestas. • Reconocimiento de usuario mediante mi propio perfil para que cada bot me recuerde automáticamente. • Interacción por texto con opción de voz y, cuando sea posible, llamadas de voz internas. El f...
Quiero llevar mi operación de seguros al siguiente nivel integrando Inteligencia Artificial directamente con mi CRM SIGA. Necesito que los clientes puedan escribir por WhatsApp y recibir, en segundos, respuestas personalizadas sobre el estado de sus pólizas, fechas de vencimiento y cualquier dato relevante que hoy consultan por teléfono o correo. Además, busco un flujo independiente que atienda a nuevos prospectos interesados en seguros de Responsabilidad Civil: desde la primera interacción, pasando por la calificación de necesidades, hasta la entrega de una propuesta preliminar generada por la IA y registrada en SIGA. Herramientas y datos a los que tendrás acceso: credenciales de la API de SIGA, plantillas de mensajes ya probados con mi ...
Busco freelancer: Automatización IA para empresa B2B Claude Soy dueño de un pequeño emprendimiento de distribución B2B (EPP, seguridad industrial) y servicios de mantenimiento. Necesito armar la infraestructura de automatización completa. Tenemos Google Sheets como base de datos y sistema de gestión para presupuestos, remitos de entrega, ventas y listas de precios 100 articulos. LO QUE NECESITO: 1. MENSAJERÍA MASIVA • WhatsApp: 2000+ mensajes/semana (necesito que gestiones la cuenta y la infraestructura — Evolution API u otro externo. • Email: campañas masivas semanales (gestión de cuenta incluida. 2. AGENTES IA CON CLAUDE API • WhatsApp conversacional: responde consultas, arma presupuestos des...
Quiero incorporar inteligencia artificial que tome las tareas repetitivas de mis áreas de Producción y Recursos Humanos y las ejecute de forma autónoma, de principio a fin. El objetivo es reducir tiempos, errores y costes en actividades como registro de órdenes, control de inventario, generación de reportes internos, gestión de turnos y procesos básicos de personal (altas, bajas, seguimiento de vacaciones y comunicaciones internas). Necesito una solución que se integre sin fricciones con el software que ya utilizamos; busco algo modular, capaz de crecer a medida que surjan nuevos requerimientos. Valoro especialmente arquitecturas basadas en APIs y microservicios, el uso de modelos de lenguaje (LLM) para toma de decisiones simples, y ...
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