Game Changing RLHF has Arrived

The world’s top AI companies trust Surge AI for their human data needs.

Meet the world's first RLHF platform – an elite workforce in 40+ languages, integrated with modern APIs and tools – today.

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We power the world’s leading RLHF LLMs.

Trusted by the world's top
Enterprises,
LLM Labs,
Startups &
Researchers

Surge AI is the world's first RLHF platform

Surge AI is the world's first RLHF platform

Powering the next generation of AI and LLMs

Powering the next generation of AI and LLMs

Alignment cover. Alignment about constitutional AI. Harmlessness AI feedback
Research cover. Research about discovering language model behaviors
surge ai and google: scaling instruction finetuned language models
Research cover. Research about WebGPT. Improving language models through web browsing
surge ai and anthropic: scalable oversight for large language models
Research cover. Research about Improving Language model behavior by training in a curated dataset
Research cover. Research about GSM8K Solving math world problems
Research cover. Research about improving long story coherence with detailed outline control
surge ai and stanford and nyu: Learning to reason with relational abstractions

    The top AI Companies in the world choose Surge AI for all their LLM needs

    Meet our customers

    Case Studies

    How Anthropic Uses Surge Al's RLHF Platform - Anthropic Surge AI Case Study
    How Anthropic Uses Surge Al's RLHF Platform
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    “Anytime it's pro level NLP data labeling for hard problems, it inevitably leads to the team at Surge AI.”

    Prem Viswanathan
    Director of Machine Learning at Artifact, Professor at CMU
    How Surge Al helped Cohere Train their Next-Gen Command LLM - Cohere Surge AI Case Study
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    How Surge AI Helped Cohere Train Their Next-Gen Command LLM

    “Anytime it's pro level NLP data labeling for hard problems, it inevitably leads to the team at Surge AI.”

    Prem Viswanathan
    Director of Machine Learning at Artifact, Professor at CMU
    How Surge Al's Content Moderation Product Helps Twitter Fight Spam - Twitter Surge AI Case Study
    How Surge AI’s Content Moderation Product Helps Twitter Fight Spam
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    “Anytime it's pro level NLP data labeling for hard problems, it inevitably leads to the team at Surge AI.”

    Prem Viswanathan
    Director of Machine Learning at Artifact, Professor at CMU
    Measuring Homepage Feed Quality with Surge AI - Instagram Surge AI Case Study
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    Measuring Homepage Feed Quality with Surge AI

    “The biggest game-changer for my research recently has been using Surge AI for human data collection. With Surge, the workflow for collecting human data now looks closer to “launching a job on a cluster” which is wild to me.”

    Ethan Perez
    Research scientist at Anthropic
    GSM8K Dataset of 8,500 Math Problems - OpenAI Surge AI Case Study
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    Training and Evaluating GPT-3 in Math and Science, Using Surge AI’s STEM Labeling Workforce

    "Nobody understands how to generate high-quality human data like Surge AI. Our engineering team was spending 50% of their time managing contractors, after unsuccessfully iterating with other data providers for 18 months, which was a poor use of their time. The Surge AI team came in, redesigned our data collection methods, and doubled the amount of high-quality data for training our models in two weeks. That data gave us the biggest gain in metrics I’ve seen since I joined."

    VP of Engineering
    Fortune 500 technology company
    Mixing the Quantitative with the Qualitative for User and Product Insights - NYU SurgeAI Case Study
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    Mixing the Quantitative with the Qualitative for User and Product Insights

    “If you want to do an NLP data collection/labeling process and don't want/need to be managing annotators directly, Surge is remarkably easy to work with and their team does very good work.”

    Sam Bowman
    Professor at NYU
    Running Monthly Human Evaluations for OKRs and Insights - Google Surge AI Case Study
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    Running Monthly Human Evaluations for OKRs and Insights

    "The Surge AI team are experts at collecting data for training and evaluating large language models. They worked closely with us every step of the way, from helping us understand what types of data we should collect to designing our tasks and guidelines. Their experience and expertise accelerated our timelines for training new human feedback models from 1 year to 1 month."

    VP of Product
    A unicorn AI startup
    Surge Al's Software Engineering Workforce Trains LLMs to Code - Github Surge AI Case Study
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    Surge AI’s Software Engineering Workforce Trains LLMs to Code

    “When I joined our company, one of my first realizations was that low-quality training data was holding our machine learning models back. It was taking our team 6 months to gather datasets to train new models, and our data scientists were saying half the data was unusable due to quality issues. We talked to Surge AI, and in 2 weeks, they replaced a year’s worth of training data. Retraining our models gave us a 63% boost in model AUC – which was larger than our entire team of ML engineers had produced in 2 years.”

    Director of Engineering, Trust & Safety
    Large social media company
    Red Teaming Large Language Models for Trust & Safety, using Surge Al's Adversarial Human-in the-Loop Platform - Redwood Research Case Study
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    Red Teaming Large Language Models for Trust & Safety, using Surge AI’s Adversarial Human-in-the-Loop Platform

    "The data Surge AI produces is worth its weight in gold. I used to work at Google and Facebook, and we’d have accelerated our ML development by years if we’d had something like Surge AI. Their speed and quality has enabled new machine learning products, and they get it all right on the first try, without needing to iterate for months."

    CTO
    A billion-dollar fintech startup
    Search Quality & Search Measurement through Surge Al's Search Engine Raters - Neeva Surge AI Case Study
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    Search Quality and Search Measurement through Surge AI’s Search Engine Raters

    "Huge thanks to Edwin and the Surge Al for the incredible work they are doing on search human eval."

    Vivek Raghunathan
    Cofounder at Neeva

    Nobody understands how to generate high-quality human data like Surge AI. Our engineering team had been spending 50% of their time managing contractors, after unsuccessfully iterating with other data providers for 18 months. The Surge AI team came in, redesigned our data collection methods, and doubled the amount of high-quality data for training our models in two weeks. That data gave us the biggest gain in metrics we’ve ever seen.

    VP of Engineering

    Fortune 500 technology company

    If you need an NLP data collection process and don't want to be manage annotators directly, Surge is remarkably easy to work with and their team does very good work.

    Sam Bowman's photo. Research Scientist at Anthropic Professor at NYU. This is what he says about Surge AI: If you need an NLP data collection process and don't want to be manage annotators directly, Surge is remarkably easy to work with and their team does very good work.
    Sam Bowman

    Research Scientist at Anthropic
    Professor at NYU

    The data Surge AI produces is worth its weight in gold. I used to work at Google and Facebook, and we’d have accelerated our ML development by years if we’d had Surge AI. Their speed and quality has enabled new machine learning products, and they get it all right on the first try, without needing to iterate for months.

    CTO

    Billion-dollar fintech startup

    The Surge AI team are experts at collecting data for training large language models. They worked closely with us every step of the way, from helping us understand what types of data we should collect to designing our tasks and guidelines. Their experience and expertise accelerated our timelines for training new human feedback models from 1 year to 1 month.

    VP of Product

    Unicorn AI startup

    The biggest game-changer for my research recently has been using Surge AI for human data collection. With Surge, the workflow for collecting human data now looks closer to “launching a job on a cluster” which is wild to me.

    Ethan Perez

    Research Scientist at Anthropic

    Anytime it's pro level NLP data labeling for hard problems, it inevitably leads to the team at Surge AI.

    Prem Viswanathan's photo. Director of Machine Learning at Artifact, Professor at CMU. This is what she says about Surge AI: Anytime it's pro level NLP data labeling for hard problems, it inevitably leads to the team at Surge AI.
    Prem Viswanathan

    Director of Machine Learning at Artifact, Professor at CMU

    When I joined our company, one of my first realizations was that low-quality training data was holding our machine learning models back. We talked to Surge AI, and in 2 weeks, they replaced a year’s worth of training data. Retraining our models gave us a 63% boost in model AUC – which was larger than our entire team of ML engineers had produced in 2 years.

    Director of Engineering

    Trust & Safety at a large social media company

    The team at Surge AI understands the unique challenges of training large language models and AI systems. Their human data labeling platform is tailored to provide the unique, high-quality feedback needed for cutting-edge AI work. Surge AI is an excellent partner to us in supporting our technical AI alignment research.

    Jared Kaplan

    Anthropic Co-Founder

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    Integrate directly with our
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    Leverage first-class tools and an elite workforce together.

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    Meet the world's first
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    We power the world’s leading RLHF LLMs.