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AI Research Intern

About Sentient

At Sentient, we’re pioneering the decentralized artificial general intelligence (AGI) frontier, breaking free from the constraints of centralized AI models. Our cutting-edge platform is designed to democratize AI development, empowering communities to collaboratively train and control AI models in a truly open and accessible ecosystem.

Fueled by our expertise in distributed systems, cryptography, and AI, we’re building a game-changing environment that fosters open-source development and ensures fair value distribution. Say goodbye to the monopolies of the past – Sentient’s decentralized network promotes model composability and adherence to our foundational principles of transparency, trust, and inclusivity.

Imagine being part of a team that’s shaping the future of AGI, where innovation knows no boundaries, and the collective intelligence of global communities drives progress. Join us on this exhilarating journey as we redefine the AI landscape, unleashing the full potential of trustless, decentralized AGI.

Sentient is backed by leading Silicon Valley venture capital firms including Founders’ Fund, Pantera, and Framework.

Responsibilities

  • Work part-time or full-time during the year with the core Sentient Research team

  • Conduct cutting-edge generative AI research in a fast-paced environment

  • Design new agent architectures to improve end-to-end performance of AI workflows

  • Design, run, and evaluate experiments to improve LLMs on various benchmarks

  • Execute data engineering tasks to curate data for LLM pre-training, fine-tuning, RAG

  • Integrate and evaluate models with multi-modal capabilities for different verticals

  • Read conference papers on generative AI and knowledge retrieval to understand and evaluate new research in the space

  • Replicate, evaluate, and integrate theoretical data-curation approaches, fine-tuning algorithms, and agent architectures from research papers into real products

  • Set up fine-tuning and evaluation pipelines on AWS, GCP, and other compute providers

  • Manage AI workload compute resources and monitoring, keeping track of experiments and assessing results

Required Qualifications

  • Hands-on experience in generative AI research and/or engineering, whether in industry or through academic work during the Bachelor’s / Master’s / PhD degree with corresponding published work

  • Demonstrated expertise in deep learning and transformer models

  • Mastery of Python (PyTorch, numpy, agentic frameworks) for building AI workflows, fine-tuning models, and writing evaluations

  • Strong foundation in data structures, algorithms, and software engineering principles

  • Familiarity with methods for training LLMs (distillation, supervised fine-tuning, policy optimization)

  • Excellent problem-solving and analytical skills, with a proactive approach to challenges

Values

  • Appreciate and pursue deep expertise

  • Embrace extreme ownership and bias for action

  • Want to take risks and act upon ambition with integrity and empathy

  • Pursue relentless innovation and experimentation

  • Invest in personal growth and team collaboratio

Benefits

  • Competitive salary

  • Flexible PTO and WFH policy

  • Top-of-the-line engineers and technology

  • Opportunity to shape the direction of a pioneering open AI platform

What You Should Know About AI Research Intern, Sentient

Are you ready to dive into the exciting world of artificial intelligence with Sentient as an AI Research Intern? At Sentient, we're redefining the future of decentralized artificial general intelligence (AGI), and we're looking for passionate interns to join our innovative team. In this role, you’ll have the unique opportunity to work part-time or full-time with our core research team, where you'll engage in cutting-edge generative AI research. Your responsibilities will include designing new agent architectures, conducting experiments to enhance LLMs, and integrating models with multi-modal capabilities. Whether you're set on pursuing research or engineering, you'll gain hands-on experience in a fast-paced environment as you execute data engineering tasks essential for training and fine-tuning AI models. With guidance from industry-leading experts, you’ll read and evaluate conference papers, replicate theoretical approaches, and manage AI workload compute resources on platforms like AWS and GCP. The position requires proficiency in Python and a solid understanding of deep learning, making it ideal for those with hands-on experience during their academic journey. At Sentient, we value ownership, innovation, and personal growth. Join us, and be part of a groundbreaking effort to democratize AI development, where you can contribute to an open-source ecosystem that fosters collaboration and transparency. With competitive benefits including a flexible PTO and the chance to work with top-tier engineers, this is an unbeatable opportunity to kickstart your career in AI!

Frequently Asked Questions (FAQs) for AI Research Intern Role at Sentient
What does an AI Research Intern do at Sentient?

As an AI Research Intern at Sentient, you will engage in pioneering generative AI research, contribute to designing advanced agent architectures, run experiments to enhance LLMs, and execute data engineering tasks to curate datasets for training. You will also integrate and evaluate AI models across various applications, providing you a hands-on experience in real-world AI projects.

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What qualifications are needed for the AI Research Intern position at Sentient?

To qualify for the AI Research Intern position at Sentient, candidates should possess hands-on experience in generative AI research or engineering, ideally during their academic studies. Proficiency in Python, deep learning, and transformer models, along with a solid foundation in data structures and algorithms, is essential. Experience with LLM training methods and excellent problem-solving skills will set you apart.

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What kind of projects will I work on as an AI Research Intern at Sentient?

As an AI Research Intern with Sentient, you will work on various innovative projects, including designing new AI agent architectures, conducting performance experiments for LLMs, and exploring multi-modal model capabilities. Your role will contribute directly to advancing the field of decentralized AGI, while also allowing for creative experimentation.

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Does Sentient offer flexible working hours for the AI Research Intern position?

Yes, Sentient offers flexible working hours for the AI Research Intern position, allowing you to choose between part-time or full-time work throughout the year. This flexibility helps you balance your academic commitments while gaining meaningful experience in the AI research field.

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What benefits are available to AI Research Interns at Sentient?

AI Research Interns at Sentient enjoy competitive salaries, a flexible PTO policy, and the option to work from home. Additionally, interns have the opportunity to collaborate with top engineers and contribute to groundbreaking AI projects, making it an enriching experience for anyone looking to shape the future of decentralized AI.

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Common Interview Questions for AI Research Intern
What experience do you have with generative AI research?

When discussing your experience in generative AI research, highlight specific projects you've worked on, such as designing models or conducting experiments. Provide details on the techniques you utilized and the outcomes achieved, emphasizing your hands-on approach and understanding of cutting-edge research.

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How proficient are you in Python, and what libraries have you used?

In your answer, share your level of proficiency in Python, mentioning any relevant libraries you've utilized, such as PyTorch and NumPy. Include examples of projects where these tools were critical, demonstrating your ability to write efficient code and implement machine learning models.

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Can you explain the role of deep learning in AI?

For this question, provide a brief overview of deep learning, explaining how it enables computers to learn complex patterns from large datasets. Discuss its applications in generative AI and how it differs from traditional machine learning approaches, showcasing your understanding of the fundamentals.

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What do you know about transformer models?

Transformers have revolutionized natural language processing and AI in general. Discuss their architecture, including self-attention mechanisms, and how they enable models to focus on relevant parts of the data. Describe specific applications, such as in LLMs, to demonstrate your knowledge.

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How would you approach a research project on LLM improvement?

Outline a systematic approach to improving LLMs, starting from literature review and identifying benchmarks, followed by experimental design for fine-tuning. Discuss methods of evaluation and iterating on results while adapting based on findings, which showcases your proactive problem-solving skills.

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What is your experience with cloud platforms like AWS or GCP?

Elaborate on any hands-on experience you've gained with cloud platforms, mentioning specific projects where you managed workloads, set up instances, or monitored resources. This gives insight into your technical capabilities and familiarity with essential tools in the field.

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How do you stay updated on the latest AI research?

Discuss your strategies for staying informed, such as reading conference papers, following esteemed researchers in the field on social media, or participating in AI communities. This reflects your commitment to continuous learning and innovation.

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Can you provide an example of a time when you faced a challenge during a project?

Share a specific challenge you encountered, how you addressed it, and the lessons learned from the experience. Focus on your problem-solving abilities and resilience, which are key attributes for success in research roles.

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Why do you want to work at Sentient as an AI Research Intern?

Express your passion for decentralized AI and the opportunity to work on pioneering technologies at Sentient. Connect your values, skills, and career goals to Sentient's mission, showcasing your enthusiasm for being part of a team that is shaping the future of AI.

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What do you believe is essential for successful collaboration in a research team?

Highlight the importance of open communication, shared goals, and transparency. Discuss your team experiences and how you've fostered collaboration, emphasizing the value of diverse perspectives in research for driving innovation.

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Sentient Jet is a private aviation company. The Sentient Jet Card Program offers clients the flexibility and convenience of flying private for their personal and business air travel needs with industry-leading value. Founded in 1999, the company i...

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Internship, remote
DATE POSTED
December 22, 2024

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