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Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you a strong communicator with fluency in English who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented, detail-oriented English speakers to help train generative AI voice, image, and video models, • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Examples of desirable expertise: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Pursuing or holding a Bachelor's degree or above, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws What you'll need: • A computer with a reliable internet connection and headphones, • A quiet place to talk for projects that involve live conversation, • Your ratings and written explanations must be your own work; AI tools can't be used to write them, • Getting started includes a short screening and onboarding, which may include a brief spoken English check Payment: • Project work: Earn up to USD $15 per hour for core project work, • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier’s version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the _ and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you a strong communicator with fluency in English who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented, detail-oriented English speakers to help train generative AI voice, image, and video models, • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Examples of desirable expertise: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Pursuing or holding a Bachelor's degree or above, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws What you'll need: • A computer with a reliable internet connection and headphones, • A quiet place to talk for projects that involve live conversation, • Your ratings and written explanations must be your own work; AI tools can't be used to write them, • Getting started includes a short screening and onboarding, which may include a brief spoken English check Payment: • Project work: Earn up to USD $15 per hour for core project work, • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier’s version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the _ and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you a strong communicator with fluency in English who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented, detail-oriented English speakers to help train generative AI voice, image, and video models, • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Examples of desirable expertise: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Pursuing or holding a Bachelor's degree or above, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws What you'll need: • A computer with a reliable internet connection and headphones, • A quiet place to talk for projects that involve live conversation, • Your ratings and written explanations must be your own work; AI tools can't be used to write them, • Getting started includes a short screening and onboarding, which may include a brief spoken English check Payment: • Project work: Earn up to USD $15 per hour for core project work, • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier’s version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the _ and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you a strong communicator with fluency in English who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented, detail-oriented English speakers to help train generative AI voice, image, and video models, • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Examples of desirable expertise: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Pursuing or holding a Bachelor's degree or above, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws What you'll need: • A computer with a reliable internet connection and headphones, • A quiet place to talk for projects that involve live conversation, • Your ratings and written explanations must be your own work; AI tools can't be used to write them, • Getting started includes a short screening and onboarding, which may include a brief spoken English check Payment: • Project work: Earn up to USD $15 per hour for core project work, • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier’s version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the _ and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you a strong communicator with fluency in English who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented, detail-oriented English speakers to help train generative AI voice, image, and video models, • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Examples of desirable expertise: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Pursuing or holding a Bachelor's degree or above, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws What you'll need: • A computer with a reliable internet connection and headphones, • A quiet place to talk for projects that involve live conversation, • Your ratings and written explanations must be your own work; AI tools can't be used to write them, • Getting started includes a short screening and onboarding, which may include a brief spoken English check Payment: • Project work: Earn up to USD $15 per hour for core project work, • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier’s version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the _ and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you a strong communicator with fluency in English who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented, detail-oriented English speakers to help train generative AI voice, image, and video models, • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Examples of desirable expertise: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Pursuing or holding a Bachelor's degree or above, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws What you'll need: • A computer with a reliable internet connection and headphones, • A quiet place to talk for projects that involve live conversation, • Your ratings and written explanations must be your own work; AI tools can't be used to write them, • Getting started includes a short screening and onboarding, which may include a brief spoken English check Payment: • Project work: Earn up to USD $15 per hour for core project work, • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier’s version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the _ and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you a strong communicator with fluency in English who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented, detail-oriented English speakers to help train generative AI voice, image, and video models, • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Examples of desirable expertise: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Pursuing or holding a Bachelor's degree or above, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws What you'll need: • A computer with a reliable internet connection and headphones, • A quiet place to talk for projects that involve live conversation, • Your ratings and written explanations must be your own work; AI tools can't be used to write them, • Getting started includes a short screening and onboarding, which may include a brief spoken English check Payment: • Project work: Earn up to USD $15 per hour for core project work, • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier’s version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the _ and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you a strong communicator with fluency in English who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented, detail-oriented English speakers to help train generative AI voice, image, and video models, • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Examples of desirable expertise: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Pursuing or holding a Bachelor's degree or above, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws What you'll need: • A computer with a reliable internet connection and headphones, • A quiet place to talk for projects that involve live conversation, • Your ratings and written explanations must be your own work; AI tools can't be used to write them, • Getting started includes a short screening and onboarding, which may include a brief spoken English check Payment: • Project work: Earn up to USD $15 per hour for core project work, • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier’s version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the _ and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you a strong communicator with fluency in English who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented, detail-oriented English speakers to help train generative AI voice, image, and video models, • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Examples of desirable expertise: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Pursuing or holding a Bachelor's degree or above, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws What you'll need: • A computer with a reliable internet connection and headphones, • A quiet place to talk for projects that involve live conversation, • Your ratings and written explanations must be your own work; AI tools can't be used to write them, • Getting started includes a short screening and onboarding, which may include a brief spoken English check Payment: • Project work: Earn up to USD $15 per hour for core project work, • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier’s version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the _ and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you a strong communicator with fluency in English who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented, detail-oriented English speakers to help train generative AI voice, image, and video models, • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Examples of desirable expertise: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Pursuing or holding a Bachelor's degree or above, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws What you'll need: • A computer with a reliable internet connection and headphones, • A quiet place to talk for projects that involve live conversation, • Your ratings and written explanations must be your own work; AI tools can't be used to write them, • Getting started includes a short screening and onboarding, which may include a brief spoken English check Payment: • Project work: Earn up to USD $15 per hour for core project work, • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier’s version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the _ and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you a strong communicator with fluency in English who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented, detail-oriented English speakers to help train generative AI voice, image, and video models, • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Examples of desirable expertise: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Pursuing or holding a Bachelor's degree or above, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws What you'll need: • A computer with a reliable internet connection and headphones, • A quiet place to talk for projects that involve live conversation, • Your ratings and written explanations must be your own work; AI tools can't be used to write them, • Getting started includes a short screening and onboarding, which may include a brief spoken English check Payment: • Project work: Earn up to USD $15 per hour for core project work, • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier’s version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the _ and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you a strong communicator with fluency in English who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented, detail-oriented English speakers to help train generative AI voice, image, and video models, • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Examples of desirable expertise: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Pursuing or holding a Bachelor's degree or above, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws What you'll need: • A computer with a reliable internet connection and headphones, • A quiet place to talk for projects that involve live conversation, • Your ratings and written explanations must be your own work; AI tools can't be used to write them, • Getting started includes a short screening and onboarding, which may include a brief spoken English check Payment: • Project work: Earn up to USD $15 per hour for core project work, • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier’s version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the _ and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you a strong communicator with fluency in English who would like to lend your expertise to train AI models? About the opportunity: • Outlier is looking for talented, detail-oriented English speakers to help train generative AI voice, image, and video models, • This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you You may contribute your expertise by… • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Examples of desirable expertise: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Pursuing or holding a Bachelor's degree or above, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws What you'll need: • A computer with a reliable internet connection and headphones, • A quiet place to talk for projects that involve live conversation, • Your ratings and written explanations must be your own work; AI tools can't be used to write them, • Getting started includes a short screening and onboarding, which may include a brief spoken English check Payment: • Project work: Earn up to USD $15 per hour for core project work, • Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier’s version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the _ and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you. If you are an international student, you may be able to sign up for Outlier if you are on a visa.

This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you.

This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you. If you are an international student, you may be able to sign up for Outlier if you are on a visa.

This freelance opportunity is remote and hours are flexible, so you can work whenever is best for you.

Job Description Priv is the leading on-demand beauty and wellness service app that delivers professionals straight to our clients door for hairstyling, makeup, massage, nail, facial, spray tan, ear piercing, and fitness services. We currently serve 35 markets in the United States! We are seeking talented and professional Makeup Artists to join our community of freelance pros in your area. Be a part of our loyal team of professionals, committed to transforming the beauty and wellness industry by delivering clients a luxury experience anywhere, anytime. We work with YOUR availability; you never have to take an appointment that doesn't fit into your busy life. Earn additional income doing what you love and meeting new clients! Why Priv? I've been with Priv for 4 years and love the team, flexibility and company. Would never work anywhere else! - Prv Professional Be an independent contractor and work when and where you want Have the freedom to work for other apps or salons Priv is a one-stop-shop to offer all of your services We offer competitive rates and compensation Build lasting relationships with clients and other beauty and wellness professionals Participate in industry level events https://gopriv.com/

Job Description Priv is the leading on-demand beauty and wellness service app that delivers professionals straight to our clients door for hairstyling, makeup, massage, nail, facial, spray tan, ear piercing, and fitness services. We currently serve 35 markets in the United States! We are seeking talented and professional Nail Technicians to join our community of freelance pros in your area. Be a part of our loyal team of professionals, committed to transforming the beauty and wellness industry by delivering clients a luxury experience anywhere, anytime. We work with YOUR availability; you never have to take an appointment that doesn't fit into your busy life. Earn additional income doing what you love and meeting new clients! Why Priv? I've been with Priv for 4 years and love the team, flexibility and company. Would never work anywhere else! - Prv Professional Be an independent contractor and work when and where you want Have the freedom to work for other apps or salons Priv is a one-stop-shop to offer all of your services We offer competitive rates and compensation Build lasting relationships with clients and other beauty and wellness professionals Participate in industry level events https://gopriv.com/

Job DescriptionAnastasia Beverly Hills is seeking professional Retail Sales Support talent to represent the brand across Sephora and Ulta in the South NJ Market (ex. Mt. Laurel and Cherry Hill area) We are looking for candidates with strong cosmetics artistry experience, exceptional customer service skills, and the ability to drive retail sales results. Key Responsibilities: • Meet or exceed retail sales goals for each shift, • Maintain advanced product knowledge and reinforce proper techniques through ongoing training, • Build and maintain strong relationships with customers and retail partners, • Wear Anastasia Beverly Hills looks to inspire customers and drive engagement, • Maintain a positive, upbeat presence to elevate store morale and team energy, • Support store initiatives to drive sales, strengthen collaboration, and enhance the overall customer experience Qualifications: • Previous cosmetics artistry experience required, • Proven ability to drive sales and achieve performance targets, • Strong communication, interpersonal, and organizational skills, • High level of initiative, ownership, and accountability, • Ability to work across multiple retail locations as needed, • Must be available a minimum of 20 hours per month Powered by JazzHR Q4rtJQm93d

Job Description Priv is the leading on-demand beauty and wellness service app that delivers professionals straight to our clients door for hairstyling, makeup, massage, nail, facial, spray tan, ear piercing, and fitness services. We currently serve 35 markets in the United States! We are seeking talented and professional Hair Stylists to join our community of freelance pros in your area. Be a part of our loyal team of professionals, committed to transforming the beauty and wellness industry by delivering clients a luxury experience anywhere, anytime. We work with YOUR availability; you never have to take an appointment that doesn't fit into your busy life. Earn additional income doing what you love and meeting new clients! Why Priv? I've been with Priv for 4 years and love the team, flexibility and company. Would never work anywhere else! - Prv Professional Be an independent contractor and work when and where you want Have the freedom to work for other apps or salons Priv is a one-stop-shop to offer all of your services We offer competitive rates and compensation Build lasting relationships with clients and other beauty and wellness professionals Participate in industry level events https://gopriv.com/

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier’s evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: • Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original., • Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip., • Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it., • Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws, • Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: • A valid ID and mobile phone from your country of residence, • An up-to-date resume that highlights your expertise, • A LinkedIn profile showing your educational background and work experience Payment: • Project work: Earn up to USD $15 per hour, • Additional incentives: On average, contributors earn an additional 7.5% through Missions — Outlier’s version of surge pricing. The top quartile boosts their earnings by an average of 11%., • Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: • Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week., • Free access to leading LLMs, worth $200+/month, • Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts, • Collaborate with experts in your field to push the boundaries of pre-release models How to apply: • Create an account on Outlier, • Upload your resume, • Upload your valid ID, • Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video.

Work flexibly from anywhere, anytime, with no minimum hours. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply.

Outlier is an AI training platform owned and operated by Scale AI.Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models.We are seeking detail-oriented English speakers to review AI-generated media.Roleplay live conversations with an AI v

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier’s evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: • Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original., • Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip., • Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it., • Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws, • Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: • A valid ID and mobile phone from your country of residence, • An up-to-date resume that highlights your expertise, • A LinkedIn profile showing your educational background and work experience Payment: • Project work: Earn up to USD $15 per hour, • Additional incentives: On average, contributors earn an additional 7.5% through Missions — Outlier’s version of surge pricing. The top quartile boosts their earnings by an average of 11%., • Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: • Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week., • Free access to leading LLMs, worth $200+/month, • Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts, • Collaborate with experts in your field to push the boundaries of pre-release models How to apply: • Create an account on Outlier, • Upload your resume, • Upload your valid ID, • Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule.

Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video.

Outlier is an AI training platform owned and operated by Scale AI.Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models.We are seeking detail-oriented English speakers to review AI-generated media.Roleplay live conversations with an AI v

Outlier is an AI training platform owned and operated by Scale AI.Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models.We are seeking detail-oriented English speakers to review AI-generated media.Roleplay live conversations with an AI v

Outlier is an AI training platform owned and operated by Scale AI.Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models.We are seeking detail-oriented English speakers to review AI-generated media.Roleplay live conversations with an AI v

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier’s evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: • Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original., • Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip., • Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it., • Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws, • Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: • A valid ID and mobile phone from your country of residence, • An up-to-date resume that highlights your expertise, • A LinkedIn profile showing your educational background and work experience Payment: • Project work: Earn up to USD $15 per hour, • Additional incentives: On average, contributors earn an additional 7.5% through Missions — Outlier’s version of surge pricing. The top quartile boosts their earnings by an average of 11%., • Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: • Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week., • Free access to leading LLMs, worth $200+/month, • Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts, • Collaborate with experts in your field to push the boundaries of pre-release models How to apply: • Create an account on Outlier, • Upload your resume, • Upload your valid ID, • Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI.Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models.We are seeking detail-oriented English speakers to review AI-generated media.Roleplay live conversations with an AI v

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier’s evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: • Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original., • Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip., • Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it., • Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws, • Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: • A valid ID and mobile phone from your country of residence, • An up-to-date resume that highlights your expertise, • A LinkedIn profile showing your educational background and work experience Payment: • Project work: Earn up to USD $15 per hour, • Additional incentives: On average, contributors earn an additional 7.5% through Missions — Outlier’s version of surge pricing. The top quartile boosts their earnings by an average of 11%., • Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: • Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week., • Free access to leading LLMs, worth $200+/month, • Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts, • Collaborate with experts in your field to push the boundaries of pre-release models How to apply: • Create an account on Outlier, • Upload your resume, • Upload your valid ID, • Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier’s evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: • Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original., • Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip., • Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it., • Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws, • Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: • A valid ID and mobile phone from your country of residence, • An up-to-date resume that highlights your expertise, • A LinkedIn profile showing your educational background and work experience Payment: • Project work: Earn up to USD $15 per hour, • Additional incentives: On average, contributors earn an additional 7.5% through Missions — Outlier’s version of surge pricing. The top quartile boosts their earnings by an average of 11%., • Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: • Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week., • Free access to leading LLMs, worth $200+/month, • Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts, • Collaborate with experts in your field to push the boundaries of pre-release models How to apply: • Create an account on Outlier, • Upload your resume, • Upload your valid ID, • Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier’s evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: • Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original., • Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip., • Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it., • Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws, • Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: • A valid ID and mobile phone from your country of residence, • An up-to-date resume that highlights your expertise, • A LinkedIn profile showing your educational background and work experience Payment: • Project work: Earn up to USD $15 per hour, • Additional incentives: On average, contributors earn an additional 7.5% through Missions — Outlier’s version of surge pricing. The top quartile boosts their earnings by an average of 11%., • Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: • Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week., • Free access to leading LLMs, worth $200+/month, • Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts, • Collaborate with experts in your field to push the boundaries of pre-release models How to apply: • Create an account on Outlier, • Upload your resume, • Upload your valid ID, • Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI.Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models.We are seeking detail-oriented English speakers to review AI-generated media.Roleplay live conversations with an AI v

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier’s evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: • Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original., • Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip., • Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it., • Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws, • Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: • A valid ID and mobile phone from your country of residence, • An up-to-date resume that highlights your expertise, • A LinkedIn profile showing your educational background and work experience Payment: • Project work: Earn up to USD $15 per hour, • Additional incentives: On average, contributors earn an additional 7.5% through Missions — Outlier’s version of surge pricing. The top quartile boosts their earnings by an average of 11%., • Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: • Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week., • Free access to leading LLMs, worth $200+/month, • Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts, • Collaborate with experts in your field to push the boundaries of pre-release models How to apply: • Create an account on Outlier, • Upload your resume, • Upload your valid ID, • Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier’s evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: • Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original., • Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip., • Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it., • Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws, • Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: • A valid ID and mobile phone from your country of residence, • An up-to-date resume that highlights your expertise, • A LinkedIn profile showing your educational background and work experience Payment: • Project work: Earn up to USD $15 per hour, • Additional incentives: On average, contributors earn an additional 7.5% through Missions — Outlier’s version of surge pricing. The top quartile boosts their earnings by an average of 11%., • Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: • Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week., • Free access to leading LLMs, worth $200+/month, • Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts, • Collaborate with experts in your field to push the boundaries of pre-release models How to apply: • Create an account on Outlier, • Upload your resume, • Upload your valid ID, • Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI.Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models.We are seeking detail-oriented English speakers to review AI-generated media.Roleplay live conversations with an AI v

Outlier is an AI training platform owned and operated by Scale AI.Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models.We are seeking detail-oriented English speakers to review AI-generated media.Roleplay live conversations with an AI v

Outlier is an AI training platform owned and operated by Scale AI.Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models.We are seeking detail-oriented English speakers to review AI-generated media.Roleplay live conversations with an AI v

Outlier is an AI training platform owned and operated by Scale AI.Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models.We are seeking detail-oriented English speakers to review AI-generated media.Roleplay live conversations with an AI v

Outlier is an AI training platform owned and operated by Scale AI.Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models.We are seeking detail-oriented English speakers to review AI-generated media.Roleplay live conversations with an AI v

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier’s evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: • Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original., • Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip., • Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it., • Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws, • Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: • A valid ID and mobile phone from your country of residence, • An up-to-date resume that highlights your expertise, • A LinkedIn profile showing your educational background and work experience Payment: • Project work: Earn up to USD $15 per hour, • Additional incentives: On average, contributors earn an additional 7.5% through Missions — Outlier’s version of surge pricing. The top quartile boosts their earnings by an average of 11%., • Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: • Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week., • Free access to leading LLMs, worth $200+/month, • Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts, • Collaborate with experts in your field to push the boundaries of pre-release models How to apply: • Create an account on Outlier, • Upload your resume, • Upload your valid ID, • Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Outlier is an AI training platform owned and operated by Scale AI. Outlier Experts work on a variety of projects, from generating training data to evaluating the performance of models. About the opportunity: We are seeking detail-oriented English speakers to review AI-generated media. Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. At Outlier, your expertise helps shape how advanced AI systems reason, learn, and improve. Through Outlier’s evaluation and feedback loop, your work helps turn frontier research into AI that performs better in the real world. Responsibilities: • Holding a live, scenario-based conversation in English with AI voice models, then ranking how natural, useful, and clear each one sounded, • Comparing pairs of AI-generated images and videos and judging which one better follows the prompt, • Inspecting outputs closely, including zooming in and replaying, to spot problems like distorted anatomy, flickering or unnatural motion, text errors, and audio that doesn't match the video, • Rating each output across dimensions like adherence, quality, and realism, then writing a specific explanation in English that points to what you saw or heard Common tasks: • Image evaluations: Compare two AI-generated images for the same text prompt and pick the better one, judging how well each follows the instructions, visual quality, and visible AI artifacts. Some tasks rank edited images against the original., • Video evaluations: Rank AI-generated videos against a text prompt, or edited videos against their source clip., • Video caption labeling: Label first-person videos of people or robots doing hands-on tasks. Contributors split each clip into individual actions and write precise captions, starting from an AI draft and correcting it., • Audio and voice evaluations: Rate AI-generated speech on naturalness, pronunciation, and how closely it matches a target voice. Some tasks require recording a short voice explanation of the choice. Ideal qualifications: • Fluent English speaker with strong, clear written communication and comfortable with natural, everyday conversational speech, • Strong attention to detail, with the patience to look and listen closely, and to replay or zoom in when something seems off, • Comfortable thinking on your feet and talking through realistic situations in a natural, conversational way, • Experience writing short, evidence-based explanations or reviews, • Comfortable making a clear decision when both options have flaws, • Nice to have: Pursuing or holding a Bachelor's degree or above What you'll need to sign up: • A valid ID and mobile phone from your country of residence, • An up-to-date resume that highlights your expertise, • A LinkedIn profile showing your educational background and work experience Payment: • Project work: Earn up to USD $15 per hour, • Additional incentives: On average, contributors earn an additional 7.5% through Missions — Outlier’s version of surge pricing. The top quartile boosts their earnings by an average of 11%., • Payment schedule: Payments are processed weekly on Tuesdays, covering tasks completed during the previous pay period (Tuesday to Monday at midnight UTC), via PayPal, AirTM, or ACH transfer., • Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project. Why join Outlier: • Work flexibly from anywhere, anytime, with no minimum hours. Set your own schedule, whether that's five or 40+ hours per week., • Free access to leading LLMs, worth $200+/month, • Join 900K+ Outlier Experts across 52 countries, with $600M+ paid to experts, • Collaborate with experts in your field to push the boundaries of pre-release models How to apply: • Create an account on Outlier, • Upload your resume, • Upload your valid ID, • Start earning by completing tasks Currently accepting applicants from: Australia, Canada, Ireland, New Zealand, United Kingdom, and United States. Please note: This is a 1099 contract opportunity on the Outlier.ai platform. You will join Outlier as a freelancer/independent contractor, not an employee. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.

Roleplay live conversations with an AI voice model and score each exchange, compare generated images and videos to judge which follows the prompt better, and explain in writing what looked or sounded wrong, all remotely and on your own schedule. If you are an international student, you may be able t