Adola AI

Adola AI

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Tran Minh Viet

18d ago

What I learned after reading 5,000 TikTok comments for market research (as an intern)

Hi guys,

I'm currently an intern trying to learn how builders and marketers find real user insights.

A few weeks ago I tried doing "market research" the way people often recommend:
Go to TikTok, find posts related to a niche, and read the comments.

At first it sounded simple.

Who is accountable when an AI agent gets it wrong?

AI agents are increasingly making real decisions in businesses. They qualify leads, respond to customers, analyze data, and sometimes trigger actions that affect revenue or customer experience. As these systems move from suggesting to actually deciding, mistakes become inevitable.

When that happens, responsibility becomes unclear. The user configured the system, the company built the product, and the underlying models often come from another provider. If an AI agent makes the wrong call and it impacts a customer or revenue, where should accountability actually sit?

Curious how others are thinking about this. Who should be responsible in such cases, and are there any legal guidelines or draft regulations emerging around this?

Murrorp/murrorMona Truong

20d ago

I stopped asking AI to do tasks. I started asking it to think with me. Here's what changed.

Most people are using AI wrong and I was one of them.

For the first year, I used AI like a fancy Google. "Write me a product description." "Summarize this." "Give me 10 ideas for X." Useful? Sure. Transformative? Not really.

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