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Dead text or binding clause? Measuring and restoring constraint influence in black-box LLM dialogues
arXiv:2608.…
12599v1 Announce Type: new Abstract: Multi-turn dialogues let users re…
No existing instrument measures this influence per clause, predicts it…
\sysname{} closes the three gaps through the model API alone: a contra…
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DiG-bench: Discovery in Games
arXiv:2608.12593v1 Announce Type: new Abstract: Discovery---formulating novel generalizations---is a central part of the scientific process.…
Despite its importance, there is a gap in the current AI benchmark lan…
To address this gap, we release a new benchmark: DiG-bench (Discovery …
DiG-bench consists of a set of 70 independent games.
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Auditable agentic AI for evidence-grounded thyroid ultrasound diagnosis and reporting
arXiv:2608.…
12590v1 Announce Type: new Abstract: Thyroid ultrasound diagnosis requ…
We present ThyroidXAgent, a clinician-interactive agentic AI system th…
The system was developed using OpenThyroidDB, a multicentre, multitask…
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Reasoning Jury: Multi-Model Consensus for Evaluating Reasoning Traces
arXiv:2608.…
12585v1 Announce Type: new Abstract: Improving reasoning LLMs requires…
Additionally, surfacing reasoning mistakes that the model makes would …
Due to the difficulty of this complex task on long reasoning traces, s…
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Trie Automata for Constrained Decoding over Large Finite Sets
arXiv:2608.…
12574v1 Announce Type: new Abstract: Large language models increasingl…
Current constrained decoding systems handle this through general-purpo…
We introduce the trie automaton, a specialized mechanism that exploits…
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CAS: A Causal Attribution Score for Local and Global Explainable Artificial Intelligence
arXiv:2608.…
12555v1 Announce Type: new Abstract: Predictive explanation methods at…
We introduce the Causal Attribution Score (CAS), a compact score archi…
CAS starts from an identified interventional coalition game, allocates…
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$\varepsilon$-MemEvo: Adaptive Cross-Task Memory Transfer for LLM Program Evolution
arXiv:2608.…
12522v1 Announce Type: new Abstract: LLM-based program evolution syste…
We introduce $\varepsilon$-MemEvo, a framework for cross-task knowledg…
$\varepsilon$-MemEvo stores prior experience as task-agnostic tactic m…
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Governed Persistent Memory: Source-Bound State Semantics and Fail-Closed Release for Long-Horizon Agents
arXiv:2608.…
12476v1 Announce Type: new Abstract: Long-term agent memory is usually…
We introduce Governed Persistent Memory (GPM), an auditable bitemporal…
Five executable clauses cover ledger integrity, source binding, confli…
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MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents
arXiv:2608.…
12428v1 Announce Type: new Abstract: Memory is a core component of AI …
However, existing memory systems often remain fixed after development,…
We present MindMemOS, a portable and self-evolving memory operating la…
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Large Language Models Can Follow Instructions, But Not Many at Once: Phase Transitions in Compositional Constraint Satisfaction
arXiv:2608.…
12426v1 Announce Type: new Abstract: Large language models are increas…
Individual constraints are handled proficiently, but the compositional…
We introduce Constraint Saturation Evaluation (CSE), a procedurally ge…
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Inside Tololo Ugarte's Vaulted "Spyglass" Residence in Limache
Situated in Limache within the Valparaíso Region of Chile, Catalejo House is a striking architectural project designed by the studio Tololo Ugarte.…
The micro-house is nestled within a monumental landscape defined by an…
Designed to emerge organically from its context, the residence sits on…
During the summer months, the surroundings take on a stark, desert-lik…
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The Incredibles 3 Confirmed as Disney Kicks Off D23 Entertainment Showcase
The Incredibles 3 Confirmed as Disney Kicks Off D23 Entertainment Showcase
The Incredibles 3 Confirmed as Disney Kicks Off D23 Entertainment Showcase
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Research Assistant: AstraZeneca's Agentic System for R&D
arXiv:2608.…
12395v1 Announce Type: new Abstract: We describe Research Assistant, a…
The system provides a chat-style interface that brings together eviden…
It supports both a fast mode for direct question answering and a multi…
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Learning to Adapt Cross-Domain Preferences via Meta-LoRA for LLM Personalization
arXiv:2608.…
12389v1 Announce Type: new Abstract: Cross-domain zero- or few-shot pe…
Existing adaptation methods struggle to calibrate update magnitude und…
To calibrate adaptation to evidence quality, we propose PAC-Bayes-regu…
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Dual-Flow Transformers: Decoupling the Primary Prefill Path from Additional Decode Computation
arXiv:2608.…
12385v1 Announce Type: new Abstract: As large language models serve mo…
The two inference phases stress hardware differently: prompt prefill i…
Conventional width or depth scaling increases both costs together beca…
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Don't Want Your LLM to Recommend Nuclear Strike? Try Asking It in Japanese
arXiv:2608.…
12373v1 Announce Type: new Abstract: Large language models are increas…
We test nine models from six providers and ask whether the language of…
We use single-turn game-theoretic vignettes in which a model advises a…
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Position: We Need Practical AI Alignment Methods to Mirror Human Reasoning
arXiv:2608.12372v1 Announce Type: new Abstract: AI systems are increasingly employed as decision aids, decision delegates, or autonomous decision-makers.…
This position paper argues that in many settings, particularly high-st…
We review evidence that cognitive alignment improves understandability…
We outline the gaps between existing alignment methods and what is nee…
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Multi-Agent Scheduling with LLM-Assisted Contract Net Negotiation for Stream Processing in Mobile Edge Computing
arXiv:2608.…
12371v1 Announce Type: new Abstract: Stream-processing systems increas…
This paper proposes \emph{MAS-DecStream}, whose main contribution is \…
Edge-cluster agents refine natural-language offloading proposals from …
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Agreement Is Not Alignment: Divergent Moral Grounds in Human and LLM Ethical Judgments
arXiv:2608.12368v1 Announce Type: new Abstract: Agreement with human judgments is a common proxy for evaluating the alignment of large language models (LLMs).…
Yet agreement in final labels does not show that human annotators and …
Two agents may reach the same judgment while appealing to different pr…
We test this distinction using a curated 500-item ETHICS-derived bench…
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Position: The Alignment Community is Unintentionally Building a Censor's Toolkit
arXiv:2608.…
12346v1 Announce Type: new Abstract: This position paper argues that m…
By mapping current alignment techniques to the possibility and actual …
We need to discuss this dual-use potential now, as its risk is exacerb…
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Diagnostic Foundation for Evaluating LLMs' Research Integrity as Co-Scientists
arXiv:2608.…
12345v1 Announce Type: new Abstract: Language models are increasingly …
We introduce IntegrityBench, a benchmark evaluating misconduct classif…
Evaluating 18 frontier model variants, we find that under peak pressur…
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Position: Reasoning is a Learnable Rule-Based Process
arXiv:2608.12325v1 Announce Type: new Abstract: Autonomous reasoning is among the most scientifically and economically motivating topics in AI today.…
Historically the purview of symbolic AI, recent advances have mainly e…
Despite immense interest and rapid progress, the generative AI communi…
This position contends that definitional ambiguity leaves the construc…
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限量手办 + 实景体验，浙江人行NAVIAI2026WRC 福利提前曝光
8 月 19 日至 23 日，2026 世界机器人大会（WRC2026）将在北京亦庄亦创国际会展中心举办。浙江人形机器人创新中心将携旗下 NAVIAI 人形机器人亮相 C-105 展位，集中展示人形机器人在多元场景的落地应用成果。…
本次展会上，NAVIAI 将呈现工业制造、智慧零售、家庭服务、遥操数采多场景的实操能力，现场演示拆垛分拣搬运、货品递送、烹饪清洁、远程数据采…
另有文娱演绎类场景在 8 月 19 日开展当天作为特别环节限时展示。
大会期间，浙江人形机器人创新中心有限公司首席科学家熊蓉教授将于 8 月 21 日站上主论坛，分享 NAVIAI 的技术演进与未来落地规划，多…
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项目频道 - 王者荣耀夏日奇幻短片：AI驯服人类实录
原标题：惊！王者荣耀AI夏日奇幻短片居然是这样的——AI驯服人类实录今年夏天，我们做了一条“不一样”的王者荣耀农友节短片。话不多说，先上正片↓从接到Brief时，就很“不一样”，客户想要和我们一起尝试，如何将AI+实拍结合，创造一个奇幻世界！…
哪个词单拎出来都足以写成一篇小作文，而这一次我们要将这些元素融在一起。
最最最最重要的是，作为夏日农友节的短片，让农友们看了绷不住的农梗必须是其中的主角。
经过数轮的打磨，就有大家现在看到的三个截然不同的副本——巨物峡谷、无尽小镇、农梗都市。
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