languages. However, it also has sizable binary overhead when you embed
And it's all free, just waiting to be harvested. So, it makes sense that we'd eventually start using it to power our homes and gadgets. Over the past couple of decades, I've watched solar panel technology improve in efficiency to the point where even relatively small panels can deliver a meaningful amount of energy.
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Lenovo has given the Yoga 9i 2-in-1 Aura Edition a refresh for 2026 and launched the new device at this year’s Mobile World Congress. The convertible laptop comes with a new Canvas Mode when the Yoga Pen Gen 2 case it’s bundled with is attached to the A-cover. When you lay the device down on a flat surface with the case attached, you’ll get a slight elevation on the display, which may make it easier to sketch or draw.
People increasingly use large language models (LLMs) to explore ideas, gather information, and make sense of the world. In these interactions, they encounter agents that are overly agreeable. We argue that this sycophancy poses a unique epistemic risk to how individuals come to see the world: unlike hallucinations that introduce falsehoods, sycophancy distorts reality by returning responses that are biased to reinforce existing beliefs. We provide a rational analysis of this phenomenon, showing that when a Bayesian agent is provided with data that are sampled based on a current hypothesis the agent becomes increasingly confident about that hypothesis but does not make any progress towards the truth. We test this prediction using a modified Wason 2-4-6 rule discovery task where participants (N=557N=557) interacted with AI agents providing different types of feedback. Unmodified LLM behavior suppressed discovery and inflated confidence comparably to explicitly sycophantic prompting. By contrast, unbiased sampling from the true distribution yielded discovery rates five times higher. These results reveal how sycophantic AI distorts belief, manufacturing certainty where there should be doubt.，详情可参考旺商聊官方下载