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Editorial 06/08/2026

The Unseen Scaffolding: Why AI's Next Leap Depends on Better Foundations

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Editorial Analysis

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LoCA: Forward-Only LLM Tuning after One-Shot Calibration with Local Credit Assignment

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Predictive Set Theory: A Generative Framework for Cognitive Architecture with Operationalized Core Mechanisms

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VeriTrace: Human-Like Temporal Exploration Completes Agentic Action Space

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BAP-SQL: Budget-Aware Observation Planning for Agentic Text-to-SQL

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Towards a new paradigm of scientific discovery with socialized artificial intelligence

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On the missing data layer and a potential solution

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Hypercubes, Hyperplanes, and Constraint-Induced Complexity Collapse in Atomic Concept Learning

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UrbanAgent: A Tool-Augmented Agent for Cross-System Urban Tasks

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On the missing benchmarks layer and a potential solution

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Interpreting Black-Box Large Language Models with Sentence-Level Energy Landscapes
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