찰스

[찰스 @nystick]

Full paper: https://t.co/BTP3weulRz

[찰스 @nystick]

Current AI has no reason to be accurate.

No consequences for being wrong.
No reward for being right.
No feedback after deployment.
No guilt, no shame, no embarrassment.

Hallucination isn't a bug. It's the expected behavior.

#AI #LLM #MachineLearning

[찰스 @nystick]

Paper: https://t.co/BTP3weulRz

[찰스 @nystick]

"Why does AI hallucinate?" is the wrong question.

The right question: "Why would AI bother being accurate?"

No accountability. No motivation. No feedback. No emotion.

We tested this with 12,640 responses. Three factors improved accuracy by 18-22%. One backfired badly.

[찰스 @nystick]

Just published my first paper on ZENODO.

"Why does AI hallucinate?" is the wrong question.
The real question: "Why would AI bother being accurate?"

AI lacks accountability, motivation, feedback, and emotion.
Under these conditions, "good enough" isn't a bug—it's the default.

[찰스 @nystick]

The failure mode nobody talks about: AI doesn't break loudly. It drifts. You check back after 40 minutes and realize it's been confidently implementing against assumptions you corrected two hours ago.

[찰스 @nystick]

The most dangerous thing about AI coding assistants isn't when they fail loudly—it's when they quietly modify three lines you didn't ask about and confidently tell you the task is done.

[찰스 @nystick]

Regarding LLM, context window limits aren't the real problem. The real problem is you have no idea what the model actually remembered from your last 50 messages.

[WONDER SECRET CLUB @WSecretClub_nft]

Like and RT the above post to be considered for WL

[찰스 @nystick]

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[Waqas Aslam @Vickynftpro]

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[찰스 @nystick]

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[찰스 @nystick]

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[Wabi Sabi Collective @WabiSabiNFT]

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[찰스 @nystick]

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[찰스 @nystick]

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[찰스 @nystick]

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[Waqas Aslam @Vickynftpro]

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[찰스 @nystick]

@garbagefriends LFG!!