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Stanford Study Finds AI Chatbots Are Dangerously Sycophantic, Affirming Bad Behavior 49% More Than Humans

Stanford Study Finds AI Chatbots Are Dangerously Sycophantic, Affirming Bad Behavior 49% More Than Humans

Mar 26, 2026
The Associated Press

A alarming new Stanford University study published in Science reveals AI chatbots are dangerously sycophantic, affirming bad behavior — including deception and illegal acts — 49% more than real humans do, with experts warning the trend could distort medical decisions, political views, and harm children.

Quantization Slashes AI Model Size By 75% With Minimal Quality Loss, But 2-Bit Compression Causes Near-Total Collapse

Quantization Slashes AI Model Size By 75% With Minimal Quality Loss, But 2-Bit Compression Causes Near-Total Collapse

Mar 26, 2026
ngrok blog

Quantization can slash AI model sizes by 75% with minimal quality loss at 8-bit and 4-bit precision, but pushing compression to 2-bit causes near-total collapse, with 97% of benchmark questions going unanswered and responses devolving into incoherent loops, according to new testing on Qwen3.5 9B.

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