Abiodun Enoch SHITTU's picture

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Abiodun Enoch SHITTU

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AI & ML interests

NLP

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reacted to Tanaybh's post with 👍 3 days ago

The Bias is YOU - LLMs Mirror Your Own Assumptions AI doesn't just have bias - it reflects yours. When you ask a question with positive framing, you get positive answers. Ask with negative framing, you get negative answers. The AI becomes a mirror of your own assumptions. Your framing determines the answer - The same topic yields opposite responses based on how you ask AIs amplify your sentiment - Negative questions often get even MORE negative responses This affects everyone - From students doing research to professionals making decisions Why This Matters This isn't a technical glitch - it's fundamental to how these systems work. They're trained on human language, and humans frame things with bias. The AI learned to match that framing. Think about the implications: - Medical professionals seeking second opinions - Students researching controversial topics - Business leaders evaluating strategies - Anyone using AI for important decisions The Stochastic Mirror Effect Let's call this the "Stochastic Mirror" - the AI doesn't give you objective truth, it gives you a probabilistic reflection of your own framing. You're not querying a neutral database. You're looking into a mirror that reflects and amplifies your assumptions.

new activity 6 months ago

unsloth/Meta-Llama-3.1-8B-bnb-4bit:Error while deploying model on Amazon SageMaker

new activity 6 months ago

meta-llama/Llama-3.3-70B-Instruct:Tokenizer doesn't load with transformers 4.34.4

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