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 have a research paper in the category that explores language generation within natural language processing, and I am ready to submit it to arXiv. What I lack is an endorsement from a user who is already authorized to submit in CS.AI. If you have an active arXiv account with endorsement privileges for or (you must have at least one prior submission), I will share the PDF and abstract so you can verify it meets community standards. Once you are comfortable with the content, the single deliverable is a successful endorsement request sent through your arXiv account, confirmed by the automated notification from arXiv. Turn-around within a few days would be ideal; sooner is even better. I will, of course, credit you privately in my author comments if you wish.
I have a client who wants to create an personal use AI Commodity Intelligence Platform that: Monitors weather, satellite imagery, government reports, and news. Scores each commodity based on supply and demand conditions. Identifies unusual shifts before they're widely recognized. Produces a ranked watchlist with supporting evidence. He has very limited personal budget, however, based on his GPT research, AI can realistically generate roughly 80-90% of the initial software code automatically. GPT OVERALL RECOMENDSATIONS AND WORKFLOW: Platform is NOT initially intended to trade automatically. Its job is to continuously: Collect → Analyze → Compare → Score → Challenge → Recommend → Risk-check → Present ..and then client approves or rej...
I need an experienced evaluator who can look at ChatGPT-style text responses and judge them for factual accuracy, clarity, tone, and overall usefulness. You will also design the prompts and rubrics that drive those evaluations, then summarise your findings so our engineering team can refine the model. The day-to-day work is fully remote and largely self-directed, but you’ll still collaborate with linguists, data scientists, and product managers when guidelines change or new use-cases appear. Clear, concise writing, sharp critical thinking, and a knack for spotting subtle errors are essential. Backgrounds in data annotation, research, teaching, technical writing, or previous AI evaluation projects tend to translate well here, though they are not strict requirements. Deliverables I e...
I’m putting together an urgent, insight-rich brief that compares and contrasts four tightly related fields: Artificial Intelligence & ML, Semiconductors & Microelectronics, Robotics & Automation, and the broader landscape of global tech industry trends. The goal is a single, well-structured document that gives executives and investors a clear view of who is leading, where the money is flowing, which technologies are maturing fastest and why these areas intersect. Here’s what the finished work needs to cover: • Current state-of-the-art and near-term roadmap for GenAI, LLMs, AI-specific hardware and enterprise AI adoption • Chip architecture evolutions, key foundry capacity shifts, GPU/NPU supply dynamics and the geopolitical pressures shaping the semicon...
Before submitting your bid, you must visit our website first: Spend 10–15 minutes exploring the platform and understanding how BotDigit works. Do not submit a generic proposal without visiting the website. Your proposal must include: One specific feature you discovered on BotDigit. One thing you think makes BotDigit different from other freelance platforms. Which type of users you would target first, such as freelancers, clients, agencies, developers, designers, businesses, or Web3 users. How you would attract the first 100–500 genuine users. Which marketing channels you would use and why. One specific marketing idea you would implement for BotDigit. AI tools may be used for research or writing, but generic AI-generated proposals will not be accepted. Your proposal must...
I want the US partners to collaborate for some works on Handshake AI.
CORE-104 Working with AI I - Models, Context & Verification. 48 learning hours, 8 topics. The first of two courses on working with AI, and the one that decides whether a student uses these systems well or badly for the rest of their career. An accurate mental model of what a language model is and is not; specifying tasks precisely; and - most of the course - verifying output the student did not produce. The programme lets students use AI throughout, on one condition made concrete here: they are accountable for everything they submit, including the parts they did not type. This course teaches the standard that every other course in the academy then enforces. It is not a prompt-engineering course. It is a verification course. THE 8 TOPICS — FIXED 1. What a language model is...
I am undertaking a study on how artificial-intelligence-driven learning analytics and feedback can create highly personalized learning experiences for students who are pursuing innovation and entrepreneurship subjects. The goal is to map current academic and industry knowledge, surface successful use-cases, and spot gaps where new products or pedagogical approaches could emerge. Your work will centre on four key activities: • A systematic literature review (peer-reviewed journals, conference proceedings, and authoritative white papers from the past five years). • Comparative analysis of leading AI analytics platforms or prototypes already influencing student learning in entrepreneurship courses. • Identification of measurable student outcomes (engagement, retention, crea...
Before submitting your bid, you must visit our website first: Spend 10–15 minutes exploring the platform and understanding how BotDigit works. Do not submit a generic proposal without visiting the website. Your proposal must include: One specific feature you discovered on BotDigit. One thing you think makes BotDigit different from other freelance platforms. Which type of users you would target first, such as freelancers, clients, agencies, developers, designers, businesses, or Web3 users. How you would attract the first 100–500 genuine users. Which marketing channels you would use and why. One specific marketing idea you would implement for BotDigit. AI tools may be used for research or writing, but generic AI-generated proposals will not be accepted. Your proposal must...
I’m running a series of tightly-scoped tasks under the Seal India initiative and need a partner who can take each assignment from prompt design through final submission without hand-holding. Every task pays $30 on successful delivery, and the quicker you can turn them around, the more I can queue up for you. You’ll be working with large-language models—ChatGPT-5.5, Claude, or any equivalent you already subscribe to—probing them for search and reasoning failures. I supply the overall objective; you create the cleverly-crafted prompts, document outcomes, and package the results exactly as the task spec requires. My ideal collaborator already: • Uses advanced AI tools daily and is comfortable chaining prompts, applying system messages, and analysing token-lev...
We are looking for a freelance audio transcriptionist fluent in Chinese Cantonese (Mixed) for a large-scale AI data collection project. Work remotely on a flexible scheduleand get paid per audio hour transcribed. WHAT YOU'LL DO: Listen to audio recordings in Chinese Cantonese (Mixed) and produce accurate written transcripts following project guidelines. Review and self-correct your work before submittingthrough the online platform. PAY RATE: $57 USD per audio hour transcribed REQUIREMENTS: - Native speaker of Chinese Cantonese (Mixed) - Strong written accuracy and listening skills - Basic to junior transcription experience - Reliable internet connection - Able to work independently and meet weekly targets NOT ELIGIBLE: Applicants currently residing in the following...
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