Panel

Live Q&A & Panel Discussion - Artificial Intelligence Track

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48:10

EOC 2025

Panel

Live Q&A & Panel Discussion - Artificial Intelligence Track

48:10 EOC 2025

Live Q&A & Panel Discussion - Artificial Intelligence Track

48:10

Live Q&A and Panel Discussion with speakers presenting in the Artificial Intelligence track.

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What approach did the panel recommend when using AI tools (Copilots) for embedded hardware or software design?

A Treat AI outputs as final designs and deploy them immediately to save time.

B Use AI as an assistant or trusted advisor, but always verify its suggestions before building or shipping.

C Ignore AI entirely because it cannot match human expertise in any useful way.

D Only use AI for documentation; never for design or schematic suggestions.

E Replace junior engineers with AI so senior engineers can focus solely on verification.

Why did the speakers compare AI tools for design to the arrival of higher-level languages and compilers?

A Because AI generates perfect, optimal low-level code and hardware layouts every time.

B Because, like compilers, AI allows engineers to work at a higher abstraction and explore more solutions rapidly, improving productivity.

C Because compilers and AI both eliminate the need to understand underlying hardware fundamentals.

D Because AI will make human engineers obsolete just as compilers made assembly programmers unnecessary.

E Because AI tools remove the need for any verification or debugging, just as compilers did.

What security/data-handling practice did the panel recommend for sensitive or confidential project materials when using AI?

A Always paste confidential schematics into public AI chat windows for fastest results.

B Never use AI at all if any documentation exists — manual methods are the only safe option.

C Prefer on-premises or enterprise AI solutions that guarantee confidentiality rather than testing sensitive data on public models.

D Rely on obfuscating filenames and removing project names before sending documents to public AI services — that's sufficient.

E Use local consumer devices with small models because they are always as capable and safer than cloud services.

What concern did the panel raise about over-reliance on AI in engineering education and practice?

A AI will make fundamentals obsolete, so teaching basics is unnecessary.

B Students may stop learning and connecting core fundamentals, leaving gaps when they must design complete systems.

C AI immediately improves retention of deep knowledge in all students.

D Relying on AI guarantees better senior design outcomes without instructor involvement.

E AI will prevent any future need for expert engineers in hardware or verification.

What practical capability of AI vision systems for PCB/assembly inspection did the panel describe as realistic and useful?

A AI vision can read exact electrical values of unmarked tiny passive components from photos alone.

B AI vision can reliably detect substituted or counterfeit components and subtle manufacturing differences in real time by learning visual features.

C AI vision is useless for PCBA inspection because components are too small and indistinguishable.

D AI vision replaces all electrical testing and makes functional verification unnecessary.

E AI vision only works for very large, clearly labeled components and cannot detect manufacturer substitutions.

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