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I'm hiring some detail-obsessed researchers to write tough, research-heavy questions that push the limits of today's best AI models. Your job is to craft prompts that require real web research to answer, pair each one with the single correct answer, and document exactly how that answer can be verified. Every task you write becomes a training example that helps AI models get better at finding accurate answers on the web — faster, and with fewer confident mistakes. This is fully remote, self-paced freelance work with no cap on how many tasks you can complete. - What you'll be doing Write clear, natural-language questions that require web research and have exactly one verifiable answer. Design each question to be complex enough that reaching the answer requires consulting at least 3 distinct sources. Test your prompt against a state-of-the-art AI model to confirm it produces a genuine failure (an incorrect answer). Write a step-by-step "golden trajectory" showing exactly how someone would find the correct answer from scratch. List every source needed to independently verify the answer. Revise and resubmit tasks based on automated and human reviewer feedback. - What we're looking for Strong internet research skills — you're comfortable searching efficiently, judging source credibility, and chaining multiple sources together to confirm a fact. Adversarial, puzzle-oriented thinking — you enjoy building multi-step questions that are genuinely hard to solve. Exceptional attention to detail — exact names, dates, numbers, and URLs matter; small errors invalidate a task. Clear technical writing — you can write reproducible, step-by-step instructions a stranger could follow to reach the same answer. Persistence — you're willing to iterate and revise until a task meets the bar. Reliable internet access and the ability to follow setup instructions precisely. - Nice to have Solid knowledge of one or more domains (e.g. sports, history, science, finance, geography) — subject expertise makes it easier to craft difficult, verifiable questions. Background in OSINT, competitive/market research, journalism, library or information science, or fact-checking. Prior experience with AI data annotation or model evaluation.
Project ID: 40617400
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92 freelancers are bidding on average $994 USD for this job

Hello, I can assist you with this project. Please connect over chat to discuss in details. Thank you!
$750 USD in 3 days
9.2
9.2

Greetings! I can write complex, research-heavy questions with single verifiable answers, requiring multiple sources and documented verification steps. I have strong research skills and attention to detail. I can produce clear step-by-step golden trajectories and iterate based on feedback. I am comfortable with adversarial, puzzle-oriented thinking. Let me know your preferred domains and I will begin. Thanks, Revival
$750 USD in 14 days
8.2
8.2

Hi there, We will craft research-heavy prompts with a single verifiable answer, then pair each one with a golden trajectory, source list, and clear verification trail. Our work will focus on internet research, adversarial question design, and careful QA so each task is reproducible and detail-accurate. One point to confirm is the preferred subject mix, so we can align prompt difficulty and source availability with your review standards. The platform bid covers an initial phase focused on data review, quantitative analysis and prioritised findings for Research Prompt Writer (AI Training); wider implementation would be separately scoped on Freelancer. Best Regards, 8veer
$3,650 USD in 10 days
7.6
7.6

Crafting research prompts that reliably break AI models requires surgical precision in source verification and adversarial thinking—this project demands someone who can distinguish between shallow answers and genuinely hard multi-source problems. This aligns directly with 7+ years of technical research, data annotation experience, and OSINT-adjacent work. The core deliverable here isn't writing—it's systematic problem construction: designing questions that require chaining credible sources, testing against actual models, and documenting reproducible verification pathways. That's a research engineering task. Strength areas: extensive experience conducting academic and technical research using credible source evaluation, building step-by-step analytical workflows, attention to factual accuracy and citation rigor, and familiarity with structured documentation for complex methodologies. Background in statistical analysis and research validation translates directly to the golden trajectory documentation and source chain verification requirements. Ready to start with domain focus on finance, history, and science—areas where source credibility and fact-chaining create legitimate difficulty. Can commit to iteration cycles and maintain the precision this work demands.
$750 USD in 1 day
7.5
7.5

Hello, I'm excited to contribute to your AI training and research annotation project. I have strong experience in web research, fact-checking, OSINT-style investigation, prompt engineering, AI evaluation, technical writing, and source verification. I can create research-intensive prompts that require consulting multiple authoritative sources, identify the single verifiable answer, and produce a clear golden trajectory with step-by-step verification and complete source documentation. I pay close attention to names, dates, figures, URLs, and evidence to ensure every task is accurate and reproducible. What I offer: ✔ Complex, adversarial research questions ✔ Verifiable single-answer prompts ✔ Multi-source fact verification ✔ Clear, reproducible research workflows ✔ High-quality documentation and technical writing ✔ Fast revisions based on reviewer feedback I enjoy solving challenging research problems and understand the importance of precision when creating datasets that improve AI accuracy. I'm a quick learner, highly detail-oriented, and committed to delivering consistent, high-quality work. I'm ready to begin immediately and can handle both small and high-volume workloads with reliable turnaround. I look forward to contributing to your project. Thank you!
$1,200 USD in 3 days
7.5
7.5

Hi, I can assist you with creating high-quality, research-intensive tasks for AI evaluation and benchmarking. With over 7 years of experience in academic research, fact-checking, technical writing, and data analysis, I have extensive experience producing well-documented, evidence-based content that requires rigorous multi-source verification. • Advanced web research and fact-checking • AI evaluation and prompt engineering • OSINT and multi-source verification • Technical and academic writing • Step-by-step documentation and reproducible workflows • Quality assurance and data annotation I will create challenging, natural-language research questions that require multiple authoritative sources to solve, provide the single verified answer, develop a clear "golden trajectory" for reaching it, and document all supporting sources with exceptional attention to accuracy and reproducibility. I am comfortable iterating based on reviewer feedback to meet strict quality standards. Regards, Naresh
$1,125 USD in 7 days
6.4
6.4

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr
$1,250 USD in 7 days
5.0
5.0

Hello! This project is an excellent match for my experience. I have strong research and fact-checking skills, with experience creating complex, verifiable tasks that require multi-source validation. I'm meticulous about accuracy, source credibility, and documenting reproducible research paths. I can craft challenging prompts that expose AI weaknesses, produce precise golden trajectories, and deliver high-quality submissions that meet reviewer standards. I'm committed to consistent, detail-oriented work and would be excited to contribute to improving next-generation AI models.
$750 USD in 1 day
4.7
4.7

Hello, I’m excited about this opportunity. My background in research, technical writing, and systematic fact-checking makes me well-suited for creating high-quality, research-intensive tasks that challenge AI models while remaining fully verifiable. I can craft natural-language questions that require multi-step web research, identify a single correct answer, and document a clear, reproducible verification process using multiple credible sources. I’m meticulous with names, dates, figures, and citations, and I understand the importance of producing tasks that are both difficult and objectively verifiable. I’m comfortable testing prompts against AI models, analyzing failure cases, and refining submissions based on reviewer feedback. My experience with structured research, critical evaluation of online sources, and clear documentation allows me to produce consistent, high-quality work. I’m reliable, detail-oriented, and able to work independently at scale. I look forward to contributing high-value training examples and would be happy to complete a sample task to demonstrate my approach.
$750 USD in 7 days
5.1
5.1

Hello, I’m a statistician and researcher with extensive experience in web research, data verification, and technical documentation. I enjoy solving complex research problems and creating questions that require careful reasoning across multiple reliable sources rather than simple lookups. I can produce high-quality, reproducible tasks with a single verifiable answer, document a clear golden trajectory, and provide complete source references. I’m also comfortable testing prompts against AI models, identifying failure cases, and refining submissions based on reviewer feedback while maintaining accuracy and attention to detail. I would be happy to contribute to improving the next generation of AI models through rigorous, well-documented research tasks. I look forward to hearing from you.
$1,125 USD in 7 days
4.6
4.6

I hope I mentioned that in my video bid. You should include law among other prompt subjects. I can share more suggestions.
$1,125 USD in 7 days
4.7
4.7

Hi, I can surely assist you in creating research-intensive, web-verifiable questions that challenge AI models and meet your project requirements. I have strong research and analytical skills, with experience finding reliable information from multiple sources and documenting clear, step-by-step verification processes. I pay close attention to detail and understand the importance of accuracy, source credibility, and reproducible results. I can write natural, challenging prompts with one verifiable answer, test them against AI models, and prepare detailed golden trajectories with supporting sources. I am comfortable following detailed guidelines, incorporating feedback, and delivering high-quality work consistently. As a self-motivated freelancer, I can work independently and handle multiple tasks while maintaining quality and accuracy. I would be excited to contribute to improving AI performance through carefully researched and well-documented training examples. Thanks.
$750 USD in 1 day
3.8
3.8

Hello, I’m very interested in this opportunity. My background in research-intensive writing, fact-checking, and analytical content development has given me strong experience locating reliable information, cross-referencing multiple sources, and documenting findings with precision. What particularly appeals to me about this role is the combination of deep research and adversarial thinking. I enjoy breaking down complex problems, tracing information across multiple sources, and constructing questions that require careful verification rather than simple keyword searches. I understand the importance of creating prompts with a single verifiable answer, maintaining rigorous source documentation, and producing clear, reproducible research paths that others can follow independently. My experience includes researching technical, financial, scientific, and technology-related topics, often requiring the synthesis of information from diverse and authoritative sources. I am detail-oriented, comfortable evaluating source credibility, and accustomed to delivering work that must meet strict quality standards. I am also comfortable testing outputs, identifying inaccuracies, and refining tasks based on reviewer feedback. I would welcome the opportunity to contribute and would be happy to discuss my relevant experience in greater detail. Best regards, Darry
$750 USD in 1 day
3.6
3.6

My extensive experience in research and writing makes me an ideal candidate for this project. As a seasoned researcher and skilled wordsmith, I know how to craft engaging questions that require thorough web research to answer. My background in law and regulation has honed my internet research skills, ensuring that I can efficiently gather information from multiple sources, analyze their credibility, and synthesize the findings into a comprehensive answer. Moreover, my penchant for detail aligns perfectly with your project requirements. I've always believed that small errors can invalidate the most well-intentioned task, so I ensure every detail of my work is immaculate — be it names, dates, numbers, or URLs. This precision extends into my writing as well; I have expertly written technical instructions that are not only clear and easy to follow but are also reproducible, guaranteeing accuracy. I grasp the importance of crafting tasks that genuinely challenge AI models. My unique perspective on this gives me the ability to not only produce questions with complex trajectories but also understand how to design effective verifiability measures. Overall, I'm thrilled about the chance to contribute meaningfully to AI advancements through this project and I look forward to working with you closely.
$1,125 USD in 7 days
3.3
3.3

Hello, "Research Prompt Writer – Crafting AI‑training questions" – You need precise, multi‑source research prompts with verified answers. I will use my strong internet‑research background and technical writing skills to design each question, guarantee at least three credible sources, and produce a step‑by‑step verification guide. My prior work delivering 200 verified dental‑clinic leads with exact URLs shows I can collect and document data reliably: https://www.freelancer.com/projects/data-collection/Polish-Dental-Clinics-Business-Leads/reviews. Looking forward to working with you. Artur Giżycki
$900 USD in 14 days
2.9
2.9

Hello, I'm very interested in contributing to this project. I enjoy conducting thorough web research, verifying information across multiple credible sources, and producing clear, well-documented work that meets strict quality standards. I can: * Research complex topics using authoritative sources and cross-verify every factual claim. * Create natural, challenging questions that require multi-step reasoning and extensive web research. * Ensure each task has a single verifiable answer supported by multiple independent sources. * Write detailed, easy-to-follow "golden trajectories" so another researcher can reliably reproduce the same result. * Document all sources accurately and maintain consistency in names, dates, figures, and URLs. * Carefully review and refine submissions based on automated and human feedback. I'm detail-oriented, organized, and comfortable working with research-intensive tasks that demand accuracy over speed. I understand the importance of reproducibility and following detailed guidelines, and I'm committed to delivering high-quality work that meets your standards. I have reliable internet access, can quickly adapt to new workflows, and am available for ongoing, self-paced work. I'm ready to begin immediately and can consistently deliver accurate, well-researched tasks within your required timelines. I look forward to the opportunity to contribute to your AI evaluation and research project. Best regards, Zeenat
$1,125 USD in 7 days
1.9
1.9

Hi, I'd be very interested in contributing to your AI training project. My professional background is built around research, information verification, technical documentation and compliance, where accuracy, reproducibility and evidence-based decision making are essential. I'm comfortable evaluating the credibility of multiple sources, documenting verification steps clearly and producing structured written material that others can follow with confidence. I also have extensive experience using AI tools to support research and drafting while understanding the importance of validating outputs against authoritative sources. I enjoy analytical problem-solving and would welcome the opportunity to help create high-quality training examples that improve AI performance. I'm a reliable communicator, work methodically and am happy to iterate based on reviewer feedback to meet your quality standards. Kind regards, Stuart Walsh
$950 USD in 30 days
1.2
1.2

Hi there, my works focused mainly on science. Let me handle this project. I will give updates from time to time as the work is in progress. Should my proposal is acceptable to you, I will proceed working on this project immediately. Thanks.
$1,125 USD in 7 days
1.4
1.4

Hello there, I can contribute to the training of AI models. What specific writing tasks do I need to complete? Is there a brief or guidelines to follow?
$800 USD in 7 days
1.0
1.0

I understand you're looking for a Research Prompt Writer to create challenging, research-intensive questions for AI training. My experience crafting detailed AI Training Data, including verifying factual accuracy through rigorous web research, directly aligns with your need for prompts that push AI model limits. I previously developed a dataset of over 500 complex factual queries, each with a verifiable answer and documented verification steps. My process involves identifying niche topics requiring deep web exploration, formulating precise questions, conducting thorough research using search engines and specialized databases, and extracting a single, definitive answer. I will then meticulously document the verification steps, citing specific sources and methodologies, to ensure each prompt-answer pair is a high-quality training example. I will use standard web browsing tools and a secure method for documenting research findings. For prompts requiring verification of information that may change frequently, what is the acceptable time window for the answer to remain accurate? Ready to start as soon as you confirm scope.
$1,175 USD in 21 days
0.0
0.0

Katy, United States
Member since Jul 31, 2026
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