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Multimodal Miscues

As my recent interactions with Gemini proved, newfangled AI chatbots continue to find fascinating ways to drop the ball.
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Multimodal Miscues
Image Source: Google Gemini via Claude Code

I'm preparing for my first 2026 speaking gig. The topic shouldn't surprise anyone these days: AI with a dash of citizen development.

As I do with all my talks, I bring my receipts in the form of data. Lots of data. To that end, why not enlist AI to help me generate compelling visualizations?

It's not a difficult ask. Standalone AI image generators have existed since 1973. These days, you need neither a dedicated tool to produce computer-generated JPG and PNG files nor a design program like Canva. Put differently, mainstream AI chatbots are multimodal. As you'll see in this post, they continue to make plenty of baffling non-text mistakes.

Prompting Gemini

I used Claude's deep research feature to generate some recent surveys and studies on AI in the workplace. I threw the results into Notion, took a screenshot of one promising survey, and then crossed over to Gemini. Here's my initial prompt:

Turn this picture into a bar chart.
Notion Image Uploaded to Gemini, January 28, 2026 | Click to enlarge it.

Here's its initial response:

Gemini Result, January 28, 2026 | Click on the image to enlarge it.

That's the data in a structured format. It's a good start, but Gemini failed to produce the requested chart. I responded with the following prompt.

Where's the bar chart? I just see a table.

And Gemini then gave me the abomination below:

Gemini Result, January 28, 2026 | Click on the image to enlarge it.

See a problem?

Sometimes, it's just quicker to pretend that Gemini, Perplexity, and ChatGPT don't exist.

I had to go old school.

AI as a Designer

For a recent post's featured image, I gave Google's much-hyped Nano Banana the following prompt:

Draw a picture in this style of Arnold Schwarzenegger watching a movie.

Nano Banana required four attempts to return something passable. Pictures of decapitated celebrities aren't my jam.

Adventures in Multimodal AI
Thoughts on the transformative and unprecedented power of todayโ€™s tools.

The AI Paradox Is Alive and Well

So smart one minute and so dumb the next. Expect plenty of hallucinationsโ€”and not just in text-based responses.

Such is life in the age of AI. Sometimes, it's just quicker to pretend that Gemini, Perplexity, and ChatGPT don't exist.

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