Artificial Intelligence Interview Questions

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Asked at xAI • 7 days ago
Given a large, partially implemented LLM/agentic codebase, identify the intended behavior and implement a missing function by reading and reasoning through the existing code, without explicit test ...
Software Engineer
Artificial Intelligence
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Software Engineer
Artificial Intelligence
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Asked at Anthropic, OpenAI • 2 months ago
What's your approach to prompt engineering?
Product Manager
Artificial Intelligence
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Product Manager
Artificial Intelligence
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Asked at Anthropic • 2 months ago
What are the ethical risks of deploying agentic AI systems in high-stakes environments?
Product Manager
Artificial Intelligence
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Product Manager
Artificial Intelligence
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Asked at Anthropic, OpenAI • 2 months ago
Define hallucinations in LLMs.
Product Manager
Artificial Intelligence
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1 answer I was asked this
"Hallucinations are evaluated by measuring how often generated outputs contain information that is not supported by trusted sources. what hallucination means in context: Intrinsic hallucination: contradicts provided context Extrinsic hallucination: introduces unsupported facts Fabrication: confidently incorrect answers"
Hardik saurabh G. - "Hallucinations are evaluated by measuring how often generated outputs contain information that is not supported by trusted sources. what hallucination means in context: Intrinsic hallucination: contradicts provided context Extrinsic hallucination: introduces unsupported facts Fabrication: confidently incorrect answers"See full answer
Product Manager
Artificial Intelligence
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Asked at Anthropic • 4 months ago
Design a scalable system for a token-generation service used by an LLM that needs to handle up to 100,000 requests per second.
Software Engineer
Artificial Intelligence
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Software Engineer
Artificial Intelligence
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Asked at Sierra AI • 7 days ago
How do you use AI?
Product Manager
Artificial Intelligence
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Product Manager
Artificial Intelligence
Asked at Anthropic, OpenAI • 3 months ago
How would you adapt a generative AI model to perform well in a specific domain?
Machine Learning Engineer
Artificial Intelligence
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Machine Learning Engineer
Artificial Intelligence
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Asked at Anthropic • 2 months ago
What are the risks of assuming LLMs think or feel like humans?
Product Manager
Artificial Intelligence
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Product Manager
Artificial Intelligence
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Asked at Anthropic, OpenAI • 2 months ago
What are the challenges in ensuring generative AI doesn’t produce harmful or unsafe content, and how would you address them?
Machine Learning Engineer
Artificial Intelligence
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Machine Learning Engineer
Artificial Intelligence
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Asked at Sierra AI • 7 days ago
Build your own customer service AI agent for a hypothetical outdoors company.
Software Engineer
Artificial Intelligence
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Software Engineer
Artificial Intelligence
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Asked at LinkedIn • a month ago
Are you familiar with AI prototyping? Which tools or platforms have you used, and what has your experience been with them so far?
Product Manager
Artificial Intelligence
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Product Manager
Artificial Intelligence
Asked at Snap • 2 months ago
How would you design an effective chunking strategy for information in a RAG (Retrieval-Augmented Generation) system?
Machine Learning Engineer
Artificial Intelligence
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Machine Learning Engineer
Artificial Intelligence
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Asked at Perplexity AI • 8 days ago
How would you rollout a new feature for Perplexity?
Product Manager
Artificial Intelligence
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Product Manager
Artificial Intelligence
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Asked at LinkedIn • a month ago
How do you evaluate a Gen AI system?
Product Manager
Artificial Intelligence
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Product Manager
Artificial Intelligence
Asked at Perplexity AI • 8 months ago
Design a search system that adapts to constantly changing user interests.
Machine Learning Engineer
Artificial Intelligence
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Machine Learning Engineer
Artificial Intelligence
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Asked at Sierra AI • 7 days ago
Explain how RAG works.
Software Engineer
Artificial Intelligence
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Software Engineer
Artificial Intelligence
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Asked at Sierra AI • 7 days ago
What are general applications for AI within customer support?
Product Manager
Artificial Intelligence
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Product Manager
Artificial Intelligence
Asked at Anthropic • 3 months ago
How do you stay up-to-date with the latest developments in AI?
Product Manager
Artificial Intelligence
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Product Manager
Artificial Intelligence
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Asked at Anthropic • 3 months ago
If you discovered that your model was exposing sensitive data from its training set, what would you do next?
Machine Learning Engineer
Artificial Intelligence
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Machine Learning Engineer
Artificial Intelligence
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Asked at Perplexity AI • 8 months ago
How would you determine the right criteria for when to forget outdated data, update the model, and evaluate performance?
Machine Learning Engineer
Artificial Intelligence
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Machine Learning Engineer
Artificial Intelligence
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Artificial Intelligence Interview Questions

Given a large, partially implemented LLM/agentic codebase, identify the intended behavior and implement a missing function by reading and reasoning through the existing code, without explicit test ...

What's your approach to prompt engineering?

What are the ethical risks of deploying agentic AI systems in high-stakes environments?

Define hallucinations in LLMs.

Design a scalable system for a token-generation service used by an LLM that needs to handle up to 100,000 requests per second.

How do you use AI?

How would you adapt a generative AI model to perform well in a specific domain?

What are the risks of assuming LLMs think or feel like humans?

What are the challenges in ensuring generative AI doesn’t produce harmful or unsafe content, and how would you address them?

Build your own customer service AI agent for a hypothetical outdoors company.

Are you familiar with AI prototyping? Which tools or platforms have you used, and what has your experience been with them so far?

How would you design an effective chunking strategy for information in a RAG (Retrieval-Augmented Generation) system?

How would you rollout a new feature for Perplexity?

How do you evaluate a Gen AI system?

Design a search system that adapts to constantly changing user interests.

Explain how RAG works.

What are general applications for AI within customer support?

How do you stay up-to-date with the latest developments in AI?

If you discovered that your model was exposing sensitive data from its training set, what would you do next?

How would you determine the right criteria for when to forget outdated data, update the model, and evaluate performance?

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