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Tool-Use Optimization in Autonomous Agents: From ReAct to Reflection

Production autonomous agents on benchmarks like GAIA and WebArena report success rates of 40-60%, with tool-selection errors and hallucinated argument

Apr 19, 202611 min read
quantum-computing

Quantum Advantage in Logistics: Route Optimization at Scale

Last-mile logistics costs represent a dominant share of supply-chain expenditure, and classical solvers hit combinatorial walls on multi-constraint VR

Apr 19, 202611 min read
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AGEIUM (에이지음)CEO: Seongwoo HwangBusiness Reg: 359-39-01556ICT / Professional Science & Technology / Education ServicesSoftware Development / IT Consulting / Management ConsultingTel: 070-8817-1840Email: contact@ageium.krPrivacy Officer: Seongwoo HwangEst. March 30, 2026

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