DPO Solutions (Paul Rogers Security)

On this channel, I cover cyber security training essentials on topics such as phishing, AI risks, social engineering, passwords, laptop security and more. I also post quizzes and surveys which you'll see in the posts section which are mostly designed to help you prepare for interviews and exams.

Who am I?, Well, I'm a cybersecurity pro and tech entrepreneur whose in the process of building a software business with the intention of applying for Y-Combinator for one of the 2027 cohorts and perhaps do an MSc in AI speciality at Stanford. Ambitious I know, but you gotta think big especially when AI is making billionaires.
Would be great to chat to like minded souls about startup plans, use any of the links below to get in touch.

#securityawareness #cybersecuritytraining #phishingawareness #dataprivacy #aitraining


DPO Solutions (Paul Rogers Security)

AI Interview Quiz Question 17: Recent examples of AI going "Rogue" and evading controls in test environments to cause real world harm is well documented in recent Anthropic history. One such control being proposed by scientists aims to limit this rogue behavior using mathematical proof-solving steps that prevent AI agents from bending or breaking the rules. What is this control often referred to as?
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1 week ago | [YT] | 0

DPO Solutions (Paul Rogers Security)

AI Interview Quiz Question 16: This week, Jacob Coxson and Evan Hubinger have warned about the human extinction dangers of AI. One term they mention in relation to this is Recursive Self Improvement or RSI which is a process where an artificial intelligence (AI) system uses its own capabilities to design, code, or train a more advanced successor version of itself. Which one of these is NOT a feature of RSI?
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1 week ago | [YT] | 0

DPO Solutions (Paul Rogers Security)

AI Interview Quiz Question 15: Let's say I asked you about an instance where you might be working with Claude Code in a local project directory that contains sensitive configuration files (like .env with API keys), what would you the safest practice regarding file access and storage?
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Sorry for the question abbreviations, as it's a Youtube character question limitation!
Found another good AI question resource? email me the link at paul@data-privacy.io

2 weeks ago | [YT] | 0

DPO Solutions (Paul Rogers Security)

Espionage Quiz Q2: A High-order ambisonic microphone spying is an advanced acoustic surveillance method that uses multi-capsule spherical arrays to record a full 360-degree sound field and digitally isolate specific conversations or sounds. So, which one of these is NOT a feature of the technology. Subscribe for more Espionage Questions :-)

2 weeks ago | [YT] | 0

DPO Solutions (Paul Rogers Security)

Espionage Quiz Question 1: Which of the following best describes economic espionage as defined under the US Economic Espionage Act of 1996, distinguishing it from general theft of trade secrets?
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2 weeks ago | [YT] | 0

DPO Solutions (Paul Rogers Security)

AI Interview Quiz Question 14: What is "reward hacking" in machine learning?
Example included if you guess correctly... Remember to Subscribe for the next challenge?

3 weeks ago | [YT] | 0

DPO Solutions (Paul Rogers Security)

AI Interview Quiz Question 13: An AI-native startup builds a customer support bot using a Large Language Model (LLM). An attacker submits a prompt that forces the bot to ignore its original system instructions, access backend databases, and reveal proprietary source code.What is the name of this specific AI security vulnerability?
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3 weeks ago | [YT] | 0

DPO Solutions (Paul Rogers Security)

SF Tech startup founder quiz question 2: Your looking for VC backing for your native AI solution for your pitch in Menlo Park next Thursday morning. What do you think the guys from Sequoia Capital will be most interested in, before deciding to invest?

3 weeks ago | [YT] | 0

DPO Solutions (Paul Rogers Security)

AI Prompt Question of the day for AI Engineer roles: My Q: What are some nuanced interview questions made by interviewers for AI engineer roles in San Francisco? AI Suggested Interview Q: When designing an enterprise-level agent, how do you manage working, episodic, and semantic memory without polluting the context window over long sessions.
What do you think the interviewer is really looking for in your answer?

3 weeks ago | [YT] | 0

DPO Solutions (Paul Rogers Security)

AI Interview Quiz Question 12: When designing a Large Language Model, why do engineers deliberately choose to stop training before the model achieves a 0% error rate on its training data?

3 weeks ago | [YT] | 0