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GPT-o3

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11:00
2026-07-08
spectrum.ieee.org
large-language-models

AI Models Overthink Problems—and It’s a Security Risk

Researchers from Zhejiang University and Alibaba demonstrated a new denial-of-service attack on large language models by deliberately inducing "overthinking" through logically inconsistent prompts, ca…

12:18
2026-05-20
dev.to
artificial-intelligence

ARES: Cut LLM Agent Reasoning Costs 52% Per Step

ARES (Adaptive Reasoning Effort Selection) is a framework that reduces the cost of multi-step LLM agent tasks by using a lightweight router to predict the minimum reasoning effort needed for each step…

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