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The post by @EXM7777 (2026-06-04) claims Guide Labs' new platform Clarity is the…

Brief

The post by @EXM7777 (2026-06-04) claims Guide Labs' new platform Clarity is the first inherently interpretable AI, unlike ChatGPT, Claude, and Gemini. It reportedly surfaces the model's internal concepts (e.g., 'wildlife, taxonomy'), links answers to exact training-data chunks, and offers clickable sentences so users can audit why a hallucination occurred rather than 'reroll the prompt.'

Source evidence

i found the first model that's physically incapable of hiding why it hallucinated...

ChatGPT, Claude Gemini... every model you use is a black box

it gives you an answer, you have no idea where it came from, and when it's wrong you can't tell why - you just reroll the prompt and hope

but this might be the first AI you can actually argue with about why it said what it said lol

these guys just flipped that open

it runs on a model built so the reasoning is readable from the start, not bolted on afterward

ask it something and you get the usual answer, plus a panel showing:
> the actual concepts it used to think (wildlife, taxonomy, etc.)
> which exact chunks of training data the answer came from

so when it says something weird, you simply click the sentence and see what was driving it

that's the difference between a tool you prompt and a tool you can audit

Guide Labs (@guidelabsai)

The first inherently interpretable AI platform is finally here. Welcome to Clarity.

Video

— https://nitter.net/guidelabsai/status/2062554858092449961#m