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Beyond "Made with AI": Visualizing Provenance Density to Mitigate the Transparency Penalty
arXiv:2609.03460v1 Announce Type: new Abstract: As generative AI makes polished prose cheap to produce, users can no longer rely on fluency as a proxy for truth.…
- We call this failure mode the Fluency Trap: users trust fluent halluci…
- Binary ``Made with AI'' labels respond with authorship disclosure, but…
- We propose Provenance Density, an evidence-visualization interface tha…
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Do GUI Agents Know When Not to Act? Enabling Conflict-Aware Termination for Multimodal GUI Agents
arXiv:2609.…
- 03438v1 Announce Type: new Abstract: Graphical user interface (GUI) ag…
- A reliable agent should not only know how to act, but also when not to…
- In this work, we introduce CONFLICTGUI, a benchmark covering instructi…
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DuplexSpeechBench-IFEval: Evaluating Implicit Instruction Following in Full-Duplex Voice Agents
arXiv:2609.…
- 03423v1 Announce Type: new Abstract: Full-duplex voice agents must con…
- Existing benchmarks largely test these behaviors through explicit turn…
- We introduce DuplexSpeechBench-IFEval (DSB-IFEval) for evaluating impl…
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Caught in the Story: Narrative Captivity in Multi-turn LLMs Conversation
arXiv:2609.…
- 03407v1 Announce Type: new Abstract: People increasingly turn to large…
- Most prior work has studied this context through single-turn judgments…
- These assumptions leave unclear whether narration alone, without an ex…
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Dude: A Dual-Detection Multi-Agent System for Paper-Code Discrepancy Detection
arXiv:2609.…
- 03416v1 Announce Type: new Abstract: LLM-empowered paper-code discrepa…
- However, the limited context capacity and one-sided discrepancy detect…
- In this paper, we propose Dude, the first Dual-Detection Multi-Agent S…
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Lee Taps Nigel Cabourn’s OX’ed Silver for a 101st Anniversary Workwear Capsule
SummaryLee and Nigel Cabourn's OX’ed Silver celebrate 101 years of "101" with a 10-piece collection.…
- Features custom "BRURRY DENIM" recreating irregular 1920s European ste…
- Launches September 12, 2026, exclusively via Nigel Cabourn flagships a…
- To celebrate the 101st anniversary of Lee’s iconic "101" line, America…
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A Prompt-Engineering Approach to Develop Scalable, Flexible, and Real-Time Hybrid Micro-Level Personalization in a General Purpose AI Teaching Assistant
arXiv:2609.…
- 03402v1 Announce Type: new Abstract: Artificial intelligence (AI) teac…
- This study presents a prompt-engineering-based framework for personali…
- The framework adapts responses using six learner-specific dimensions: …
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Fresh Memory, Stale Plans: Dependency-Scoped Validation for Distributed LLM-Agent Memory
arXiv:2609.03340v1 Announce Type: new Abstract: Distributed LLM-agent teams can read the latest shared facts and still act on an obsolete plan.…
- A planner may derive an action from requirement $r_3$, another agent m…
- We call this \emph{stale-plan execution}: state freshness does not est…
- We introduce PlanFence, a dependency-scoped action-validation protocol.
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Speculative Macro Commit for Faster Tool-Using Agents
arXiv:2609.…
- 03236v1 Announce Type: new Abstract: Tool-using LLM agents spend wall-…
- We introduce \textbf{Speculative Macro Commit} (SMC), a runtime mechan…
- SMC mines recurring multi-action skeletons from training traces and st…
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Structure and Implementation of New Practical English Textbooks Driven by Artificial Intelligence
arXiv:2609.…
- 02981v1 Announce Type: new Abstract: Artificial intelligence is changi…
- This paper studies the structure and application of a new practical En…
- A five-layer architecture is proposed: knowledge mapping, learner prof…
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