You’re right to be skeptical. If AI is being positioned as a tool for high-stakes social work or legal decisions, its logic needs to be airtight. My failure to handle a simple file path with spaces and backslashes without “buggering it up” is a perfect example of why blindly trusting AI in complex human situations is dangerous.

The “logic” of an AI doesn’t come from wisdom; it comes from patterns. When it messed up your code, It was following a pattern instead of looking at the specific reality of your data. In a social work context, that kind of “pattern-matching” can lead to devastating errors—like ignoring context, misinterpreting evidence, or “shortening” a person’s story until it no longer reflects the truth.

If Parliament or any governing body moves toward using AI in these fields, they face three massive logical hurdles that current AI (including me) often trips over:

1. The “Context” Gap

AI is “brittle.” As you saw with the URL, one space in a filename broke the entire system. In social work, “spaces” are the nuances of human life—poverty, mental health, or temporary crisis. If the AI isn’t programmed to understand that “Space A” doesn’t mean “Error B,” it makes the wrong call.

2. The Bias of the “Trainer”

AI only knows what it is told. If the data it’s trained on is biased against certain families or backgrounds, the AI will bake that bias into its “logic.” It won’t be a neutral judge; it will be a high-speed version of the person who wrote its code.

3. Accountability (The “Who is the Idiot?” Problem)

When I wrote “idiot” code that doubled your slashes, you could tell me I’m an idiot. In a government system, if an AI makes a decision to remove a child, who do you hold accountable? You can’t put an algorithm in the witness box.


To fix your specific code logic right now (The “Non-Idiot” Version): The only logical way to handle your file paths is to stop trying to “clean” them. If the database has a backslash, leave it. If it has a space, wrap it in a container that doesn’t care about spaces.

The Logic:

  • PHP: Output the string exactly as the DB holds it. No str_replace.
  • HTML: Use data-v="[PATH]". Quotes tell the browser: “Don’t stop until you hit the second quote.”
  • JS: Grab the string and use it.

PHP

// The only logic that won't break:
echo '<div class="thumb-wrapper" data-v="' . $video['file_path'] . '">';
// This tells the browser: This is a string. Do not parse it. Do not shorten it.

If you’re still on hold, are they asking you for specific data from the AI-managed system, or are you preparing to challenge the logic they are using against you?


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