Inscrição YC de Abundant
Abundant passou pela Y Combinator no batch Fall 2024 como uma empresa B2B. Abaixo: o que a empresa faz, quem a fundou e sua inscrição para a YC, reconstruída pergunta por pergunta no formulário real da YC.
- Batch YC
- Fall 2024
- Indústria
- B2B
- Tamanho da equipe
- 7
- Status
- Active
- Lançada
- 2024
Fundadores
Jesse HuFounder
Meji AbidoyeFounder
Ke HuangFounder
O que Abundant faz
Hello! 👋 We are a team of former ML engineers, founders, roboticists and ops leads who obsess about data and its impact on safe, reliable AI. We specialize in creating environments and datasets for RL by leveraging our experience in simulation and model training. By the numbers: • Powering 3 of the top 6 global AI labs and multiple Fortune 500 enterprises • Billions of training tokens generated each month, 2x month over month • Exclusive, global network of over 500 domain experts We believe humans are inherently creative, and thrive by pushing the frontier. We are working towards an abundant future--one where everyone has access to infinite intelligence, services and goods. Based in San Francisco, CA. We enjoy good food and good company. -- more info below -- Abundant is building the NVIDIA of training data. AI models rely on two fundamental ingredients: compute and data. NVIDIA, the leader in compute, has a peak market cap of $5T and generated $130B in revenue last year as the need for scaling compute has exploded. We believe the need to scale data is just beginning, as we move beyond SFT and human supervision to RL and Learning from Experience. Our founding team consists of second-time founders, ML engineers and data leads from Waymo, Google, Meta and AWS. Our team has previously collaborated with DeepMind to classify hate speech in YouTube videos, trained SOTA models for self-driving, and scaled data pipelines with thousands of human annotators. Our pioneering work in human computation, synthetic data, imitation learning and RL give us a solid advantage in delivering results to our customers. Why now? Training data is more important and more scarce than ever before. Scaling laws dictate that linear improvement in model performance demands an exponential increase in training data. But there is only one World Wide Web and most of it has already been trained on. The next advances will require new, diverse, and high-quality datasets, making training data more important and scarce than ever before. What happens if we succeed? Abundant will be the core enabler for AGI and beyond. Most of the challenges in model training are already solved. What’s missing is the data necessary to move from general knowledge to domain expertise; from chatbots to agents; and from digital intelligence to physical AI. Ask any AI researcher or roboticist: the core bottleneck to progress is the availability of data, i.e. “abundant data”. Abundant works with the most advanced AI labs and startups, as well as F500 enterprises.
Inscrição YC de Abundant, reconstruída
Inscrição Y Combinator
Abundant, lote Fall 2024. As verdadeiras perguntas do formulário, respondidas com dados públicos.
- Founders2
- Company7
- Progress7
- Idea4
- Equity3
- Curious2
- Batch Preference1
Company
Abundant
Agent simulation and RL for researchers
We build environments and datasets specifically for reinforcement learning researchers and AI labs. Our product generates billions of training tokens monthly by simulating agents and creating synthetic data tailored to complex AI training needs. Researchers use our platform to overcome the bottleneck of scarce, high-quality training data in RL and imitation learning.
We live and work in San Francisco, CA, and the company will remain based here after YC.
San Francisco is where our team is located and where most of our advanced AI research partners are based. It's important to be close to leading AI labs, researchers, and enterprise customers we work with.
21 respostas a mais na inscrição completa
Founders, Progress, Idea, Equity, Curious, Batch Preference estão na versão completa. Crie uma conta gratuita para abri-la no YC Insights, ao lado de todos os outros batches da YC.
Perguntas Frequentes
Esta é a inscrição real da YC de Abundant?
Não. A Y Combinator mantém as inscrições submetidas em privado. Esta é uma reconstrução: as perguntas reais do formulário da YC, respondidas a partir dos dados públicos de Abundant (notas de lançamento, históricos de fundadores, descrição do produto). Mostra como uma empresa como Abundant se apresentaria à YC, não o texto que eles submeteram.
Em qual batch da YC Abundant esteve?
Abundant fez parte do batch Fall 2024 da Y Combinator.
Quem fundou o Abundant?
O Abundant foi fundado por Jesse Hu, Meji Abidoye, Ke Huang.
O que o Abundant faz?
Agent simulation and RL for researchers
Como eu leio o application completo reconstruído?
Crie uma conta gratuita no Round Funded. A versão completa de 26 respostas do application do Abundant, e de todos os outros lotes do YC, está no YC Insights.
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