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Dastawez Jahan-Numa

World News, Faithfully Reported

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Health

1353 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

Toward AI-Native 6G Air Interface: A 3GPP Perspective on Protocol Framework

arXiv:2606.27466v2 Announce Type: replace Abstract: Artificial intelligence (AI) is expected to play an important role in the sixth-generation (6G) air interface design, but making the air interface truly AI-native requi…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Analysis, thermodynamics, and a numerical solver for a pressure-temperature equilibrium closure of the four-equation model

arXiv:2606.27726v2 Announce Type: replace Abstract: We analyze an often used closure model for multi-material hydrodynamics where pressure-temperature equilibrium (PTE) is assumed for every state; emphasis is placed on t…

arXiv (cs)1h ago
Dastawez Jahan-Numa

EchoSonar-R: A Multi-View Reasoning-Enabled Model for Disease Classification and Report Generation in Echocardiography

arXiv:2606.28164v2 Announce Type: replace Abstract: Echocardiography is the most widely used non-invasive cardiac imaging modality, providing essential information for cardiovascular diagnosis. Interpreting an echocardio…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Flow Reasoning Models: Turning Flows Into Efficient Recurrent Reasoners

arXiv:2606.29150v3 Announce Type: replace Abstract: Structured reasoning requires making and revising interdependent decisions to reach a globally consistent solution. Existing architectures struggle with this: autoregre…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Self-Evolving World Models for LLM Agent Planning

arXiv:2606.30639v2 Announce Type: replace Abstract: World models offer a principled way to equip long-horizon LLM agents with foresight: predictions of action consequences before execution. However, unreliable foresight …

arXiv (cs)1h ago
Dastawez Jahan-Numa

Can LLMs Imagine Moral Alternatives Beyond Binary Dilemmas?

arXiv:2606.31213v2 Announce Type: replace Abstract: As LLMs increasingly serve as moral advisors and agents, they must address conflicts between competing values. Yet prior work on moral dilemmas overlooks a central aspe…

arXiv (cs)1h ago
Dastawez Jahan-Numa

DigitalCoach: Communication and Grounding Gaps in Human and Agentic Computer Use Coaching

arXiv:2606.31980v2 Announce Type: replace Abstract: Agents are increasingly capable of automating software tasks, but can they teach humans how to use software themselves? We introduce DigitalCoach, a multimodal dataset …

arXiv (cs)1h ago
Dastawez Jahan-Numa

LUNA: Learning Universal 3D Human Animation Beyond Skinning

arXiv:2606.31981v2 Announce Type: replace Abstract: Creating photorealistic, animatable 3D human avatars from monocular images still largely depends on Linear Blend Skinning (LBS) and parametric body models, which constr…

arXiv (cs)1h ago
Dastawez Jahan-Numa

ALEE: Any-Language Evaluation of Embeddings via English-Centric Minimal Pairs

arXiv:2607.00171v2 Announce Type: replace Abstract: Text embeddings are standard for semantic similarity tasks, yet their evaluation remains an open challenge. Current benchmarks are static, cover only a limited set of l…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Antaeus: Hunting Repository-Level Logic Vulnerabilities via Context-Grounded LLM Reasoning

arXiv:2607.01138v2 Announce Type: replace Abstract: LLM-based vulnerability detectors have shown promising results in identifying memory-safety bugs and vulnerability classes whose violations can often be expressed throu…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Accuracy and Cost Claims Do Not Survive Re-Execution in Agentic VideoQA

arXiv:2607.01469v3 Announce Type: replace Abstract: Agentic Video Question Answering (VideoQA) systems produce answers through adaptive reasoning and tool-use trajectories, yet standard practice evaluates each system onc…

arXiv (cs)1h ago
Dastawez Jahan-Numa

FlintKV: A Fast Durable Storage Engine for Modern Databases

arXiv:2607.02401v2 Announce Type: replace Abstract: Byte-addressable non-volatile memory (NVM) offers an opportunity to rethink storage engine architectures. While recent NVM key-value stores achieve high throughput for …

arXiv (cs)1h ago
Dastawez Jahan-Numa

ChainSWE: Benchmarking Coding Agents on Multi-Bug Software Maintenance

arXiv:2607.02606v2 Announce Type: replace Abstract: Language model (LM) agents are increasingly deployed to maintain codebases over extended periods, fixing streams of related defects while carrying context from one fix …

arXiv (cs)1h ago
Dastawez Jahan-Numa

SEDCoT: Enhancing LLM-Based COBOL Code Translation via Symbolic Execution and Delta Debugging

arXiv:2607.04092v2 Announce Type: replace Abstract: COBOL remains critical across banking, insurance, and government infrastructure. However, maintenance is increasingly challenging due to outdated technologies, sparse d…

arXiv (cs)1h ago
Dastawez Jahan-Numa

LILAC: Layer-Wise Independent LoRAs and Cascaded Conditioning for Multi-Concept Customization of Diffusion Models

arXiv:2607.04801v2 Announce Type: replace Abstract: Personalizing text-to-image diffusion models to render several specific subjects in a coherent image remains challenging: the model must preserve each subject's identit…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories

arXiv:2607.06648v2 Announce Type: replace Abstract: Latent reasoning performs multi-step inference in continuous hidden states, promising more compact and efficient reasoning. However, these opaque states raise a questio…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Improved lower bounds of the time complexity of shellsort

arXiv:2607.08997v2 Announce Type: replace Abstract: In this paper we develop the framework of using a parametrized mapping $[\sigma(1), \sigma(2), \cdots, \sigma(n)] \mapsto \sigma(1)z + \sigma(2)z^2 + \cdots \sigma(n)z^…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Anamnesis: An Open-Source Platform for Large-Scale Backstory-Conditioned Survey Simulation

arXiv:2607.10628v2 Announce Type: replace Abstract: We present Anamnesis, an interactive system for demographically controllable survey simulation using large language models. Open-source and designed for non-technical u…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Quantum Codes from $r$-Nearly Self-Orthogonal Linear Codes via Jordan Canonical Form over $\mathbb{F}_{q^2}$

arXiv:2607.12242v2 Announce Type: replace Abstract: We introduce a Jordan-canonical-form framework for constructing $q$-ary quantum stabilizer codes from arbitrary classical linear codes over $\F_{q^2}$. The framework do…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Automatic Model-Hardware Co-Adaptation for Heterogeneous AI Accelerators

arXiv:2607.12875v3 Announce Type: replace Abstract: Large language models now evolve faster than production inference systems can be ported and optimized. New releases change attention, MoE routing, quantization formats,…

arXiv (cs)1h ago
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