Carlos's Debrief

June 12, 2026 04:00
44ArXiv Papers
43Web Findings
87Total Sources
Topics searched: Artificial Intelligence Machine Learning Large Language Models Security & Cybersecurity Cryptography Zero Knowledge Quantum Computing Crypto & Blockchain AI Agents & Reasoning AI Safety & Alignment
June 12, 2026 04:00 — Curated by Hermes Research Scout

⚡ Quick Summary

📰 News Headlines

🗡️ Relevant to your Katana work 1

📄 ArXiv Papers

🧠 Generation / World / Interleavethinker 4

RepWAM: World Action Modeling with Representation Visual-Action Tokenizers [22]
Junke Wang, Qihang Zhang, Shuai Yang, Yiming Luo, Yujun Shen, Zuxuan Wu, Yu-Gang Jiang, Yinghao Xu
This work presents RepWAM, a representation-centric world action model (WAM) built on representation visual-action tokenizers. Existing WAMs typically inherit reconstruction-oriented video tokenizers…
cs.CV
InterleaveThinker: Reinforcing Agentic Interleaved Generation [18]
Dian Zheng, Harry Lee, Manyuan Zhang, Kaituo Feng, Zoey Guo, Ray Zhang, Hongsheng Li
Recent image generators have demonstrated impressive photorealism and instruction-following capabilities in single-image generation and editing. However, constrained by their architectures, they…
cs.CV
World Tracing: Generative Pixel-Aligned Geometry Beyond the Visible [43]
Hao Zhang, Mohamed El Banani, Jen-Hao Cheng, Paul Zhang, Yi Hua, Ben Mildenhall, Christoph Lassner, Narendra Ahuja, Gengshan Yang
Image-to-3D methods often trade off faithfulness and completeness: depth estimators are anchored to input pixels but stop at the visible surface, while image-to-3D models generate complete shapes…
cs.CVcs.GR
Modality Forcing for Scalable Spatial Generation [21]
Bardienus Pieter Duisterhof, Deva Ramanan, Jeffrey Ichnowski, Justin Johnson, Keunhong Park
Text-to-image (T2I) models contain rich spatial priors. Synthesizing photorealistic, cluttered scenes requires an understanding of geometry, including perspective and relative scale. Prior works…
cs.CV

🧠 Agents-k1 / Towards / Agent-native 2

EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery [6]
Amy Xin, Jiening Siow, Junjie Wang, Zijun Yao, Fanjin Zhang, Jian Song, Lei Hou, Juanzi Li
LLM-based agents have shown increasing potential in automating scientific discovery. Given an optimizable metric and an execution environment, they can propose, validate, and iterate scientific…
cs.AIcs.CL
Agents-K1: Towards Agent-native Knowledge Orchestration [5]
Zongsheng Cao, Bihao Zhan, Jinxin Shi, Jiong Wang, Fangchen Yu, Zhijie Zhong, Zijie Guo, Tianshuo Peng, Zhuo Liu, Yi Xie, Xiang Zhuang, Yue Fan, Runmin Ma, Shiyang Feng, Xiangchao Yan, Anran Liu, Peng Ye, Wenlong Zhang, Shufei Zhang, Chunfeng Song, Fenghua Ling, Jie Zhou, Liang He, Bo Zhang, Lei Bai
Current LLM-based research agents have advanced through agent orchestration, yet largely overlook scientific knowledge orchestration. Existing works often reduce papers to abstracts, surface…
cs.AI

🧠 Cryptographic / Agility / Intent-based 2

An Assessment Framework for Application-Level Cryptographic Agility [26]
Navaneeth Rameshan, Gregoire Messmer
The impending post-quantum transition to new cryptography will require complete replacement of algorithms within all software. The cryptographic APIs used today make this transition challenging…
cs.CR
Intent-Based Cryptographic API Design for Cryptographic Agility [25]
Navaneeth Rameshan, Gregoire Messmer
As organizations move toward post-quantum cryptography, they face the major challenge of updating cryptographic algorithms across large, complex software portfolios. However, most cryptographic APIs…
cs.CR

🧠 Reason / Analogy / Retrieval-augmented 1

Learning to Reason by Analogy via Retrieval-Augmented Reinforcement Fine-Tuning [1]
Zilin Xiao, Qi Ma, Chun-cheng Jason Chen, Xintao Chen, Avinash Atreya, Hanjie Chen, Vicente Ordonez
Retrieval-augmented generation (RAG) has become a standard mechanism for grounding language models in external knowledge, yet conventional retrieval based on lexical or semantic similarity is poorly…
cs.CLcs.AI

🧠 Mana / Dexterous / Manipulation 1

Mana: Dexterous Manipulation of Articulated Tools [2]
Zhao-Heng Yin, Guanya Shi, Pieter Abbeel, C. Karen Liu
Articulated tool manipulation remains a major challenge in dexterous robotics due to the need to coordinate internal degrees of freedom and contact-rich interactions. While prior work has largely…
cs.ROcs.AIcs.CV

🧠 Spatialclaw / Rethinking / Action 1

SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning [3]
Seokju Cho, Ryo Hachiuma, Abhishek Badki, Hang Su, Byung-Kwan Lee, Chan Hee Song, Sifei Liu, Subhashree Radhakrishnan, Seungryong Kim, Yu-Chiang Frank Wang, Min-Hung Chen
Spatial reasoning, the ability to determine where objects are, how they relate, and how they move in 3D, remains a fundamental challenge for vision-language models (VLMs). Tool-augmented agents…
cs.CVcs.AI

🧠 Automated / Reproducibility / Assessments 1

Automated reproducibility assessments in the social and behavioral sciences using large language models [4]
Tobias Holtdirk, Pietro Marcolongo, Anna Steinberg Schulten, Felix Henninger, Stefan Rose, Sarah Ball, Bolei Ma, Frauke Kreuter, Markus Weinmann, Stefan Feuerriegel
Reproducibility in the social and behavioral sciences is typically evaluated by independent researchers who reanalyze the original data to assess whether the published findings can be recovered.…
cs.AI

🧠 Before / You / Think 1

Before You Think: System 0, AI-Mediated Cognition and Cognitive Colonization [7]
Marianna Bergamaschi Ganapini, Massimo Chiriatti, Enrico Panai, Giuseppe Riva
This paper examines three recent frameworks for understanding the cognitive and epistemic consequences of artificial intelligence: Tri-System Theory, Thinkframes, and System 0. It argues that while…
cs.AI

🧠 Skmteb / Slovak / Massive 1

SkMTEB: Slovak Massive Text Embedding Benchmark and Model Adaptation [8]
Marek Šuppa, Andrej Ridzik, Daniel Hládek, Natália Kňažeková, Viktória Ondrejová
We introduce SkMTEB, the first comprehensive MTEB-style text embedding benchmark for Slovak, a low-resource West Slavic language, comprising 31 datasets across 7 task types -- nearly 4$\times$ the…
cs.CLcs.AIcs.LG

🧠 Valid / Inference / Synthetic 1

Valid Inference with Synthetic Data via Task Exchangeability [9]
Lezhi Tan, Tijana Zrnic
There is a proliferation of work arguing for the use of synthetic data in scientific research. For example, social scientists are arguing for the use of LLM-generated "silicon samples" in pilot…
stat.MEcs.AIcs.LG

🧠 Beyond / Runtime / Enforcement 1

Beyond Runtime Enforcement: Shield Synthesis as Defensibility Analysis for Adversarial Networks [10]
Achraf Hsain, Sultan Almuhammadi
Shielded reinforcement learning is typically presented as a runtime safety mechanism that compiles temporal-logic specifications into automata restricting an agent's actions. We argue this is the…
cs.AIcs.CRcs.GT

🧠 Understanding / Truncated / Positional 1

Understanding Truncated Positional Encodings for Graph Neural Networks [11]
James Flora, Mitchell Black, Weng-Keen Wong, Amir Nayyeri
Positional encodings (PEs) enhance the power of graph neural networks (GNNs), both theoretically and empirically. Two of the most popular families of PEs - spectral (e.g., Laplacian eigenspaces,…
cs.LG

🧠 Dense / Supervision / Sparse 1

Dense Supervision, Sparse Updates: On the Sparsity and Geometry of On-Policy Distillation [12]
Guo Yu, Wenlin Liu, Yulan Hu, Hao-Xuan Ma, Jun-Peng Jiang, Han-Jia Ye
On-policy distillation (\textsc{OPD}) has recently become a prominent post-training recipe as it combines two desirable ingredients: on-policy student trajectories and dense teacher supervision, yet…
cs.LG

🧠 Operadic / Consistency / Label-free 1

Operadic consistency: a label-free signal for compositional reasoning failures in LLMs [13]
Nathaniel Bottman, Yinhong Liu, Kyle Richardson
Detecting LLM reasoning failures at inference time without ground-truth labels has motivated a wide range of confidence baselines, including self-consistency, semantic entropy, and P(True), built on…
cs.CLcs.LG

🧠 Stable / Recovery / Manifold 1

The Stable Recovery Manifold: Geometric Principles Governing Recoverability in Continual Learning [14]
Ayushman Trivedi, Bhavika Melwani
Catastrophic forgetting is often viewed as the destruction of previously learned knowledge during sequential learning. Building on the Accessibility Collapse framework, we investigate the geometric…
cs.LG

🧠 Aerial / Wildfire / Suppression 1

Aerial Wildfire Suppression Planning with a Hybrid CNN-Cellular Automata Fire Model [15]
Ion Matei, Maksym Zhenirovskyy, Takuya Kurihana, Rohit Vupala, Anthony Wong
Aerial wildfire suppression requires not only predicting fire spread, but also designing effective intervention strategies under operational and environmental uncertainty. We present a modeling and…
eess.SYcs.LG

🧠 Generative / Modeling / Bach-style 1

Generative Modeling of Bach-Style Symbolic Music: A Comparative Study of Autoregressive, Latent-Variable, and Adversarial Approaches [16]
Kyuil Lee, Dezhi Yu, Yongkang Huang
We study generative modeling of Bach-style symbolic piano music using a shared MIDI corpus and three model families: autoregressive LSTMs with attention, latent-variable models including recurrent…
cs.SDcs.LG

🧠 Evoarena / Tracking / Memory 1

EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments [17]
Jundong Xu, Qingchuan Li, Jiaying Wu, Yihuai Lan, Shuyue Stella Li, Huichi Zhou, Bowen Jiang, Lei Wang, Jun Wang, Anh Tuan Luu, Caiming Xiong, Hae Won Park, Bryan Hooi, Zhiyuan Hu
Large language model (LLM) agents have achieved strong performance on a wide range of benchmarks, yet most evaluations assume static environments. In contrast, real-world deployment is inherently…
cs.CL

🧠 Local / Global / Reciprocity 1

A model of local and global reciprocity [19]
Mari Kawakatsu, Yohsuke Murase, Taylor A. Kessinger, Joshua B. Plotkin
We often decide how to treat friends based on observations of their past behavior, whereas actions toward strangers are typically guided by their public reputations. These two kinds of information…
physics.soc-phq-bio.PE

🧠 Improving / Robotic / Generalist 1

Improving Robotic Generalist Policies via Flow Reversal Steering [20]
Andy Tang, William Chen, Andrew Wagenmaker, Chelsea Finn, Sergey Levine
Generalist policies can learn a wide range of skills from diverse robot datasets. In order to solve or improve on challenging news tasks, we need a way to infer and invoke the appropriate actions…
cs.RO

🧠 Beyond / Checklist / Engineering 1

Beyond the IT Checklist: Engineering a Reasonable Standard of Care for Cyber Safety [23]
Matthew E. Jablonski, Linton Wells, Kathryn B. Laskey, F. Brett Berlin
Current U.S. cyber policy, centered on security, often treats documentation of controls and incident reports as a proxy for safety in the built environment. This paper argues that such an approach is…
cs.CR

🧠 Differentially / Private / Hierarchical 1

Differentially Private Hierarchical Heavy Hitters [24]
Ari Biswas, Graham Cormode, Yaron Kanza, Divesh Srivastava, Zhengyi Zhou
The task of finding _Hierarchical_ Heavy Hitters (HHH) was introduced by Cormode et al. [VLDB 2003] as a generalisation of the heavy hitter problem. While finding HHH in data streams has been studied…
cs.CRcs.DS

🧠 Who / Pays / Price 1

Who Pays the Price? Stakeholder-Centric Prompt Injection Benchmarking for Real-world Web Agents [27]
Zihao Wang, Yiming Li, Yutong Wu, Zheyu Liu, Kangjie Chen, Fok Kar Wai, Pin-Yu Chen, Vrizlynn L. L. Thing, Bo Li, Dacheng Tao, Tianwei Zhang
Web agents driven by large language models (LLMs) are increasingly deployed in real-world environments, where they operate over untrusted web content and execute actions with direct consequences.…
cs.CRcs.AIcs.CY

🧠 Split / Tallies / Discrete 1

Split Tallies: A Discrete Certificate Calculus for Auditing Dynamic Ordered Sets in Constant Memory [28]
Faruk Alpay, Levent Sarioglu
We study retrospective auditing for dynamic ordered sets maintained by an untrusted party. A passive auditor watches insert, delete, membership, predecessor, successor, min, and max operations,…
cs.DScs.CR

🧠 Invisible / Ink / Android 1

The Invisible Ink of the Android Malware World: A Longitudinal Study on the Usage of Covert Communication Channels [29]
Zeya Umayya, Manan Aggarwal, Manan Chugh, Mann Nariya, Yogesh Kaushik, Sambuddho Chakravarty
Proxies, VPNs and Tor have long helped the privacy community and users in censored regions to fight censorship. However, the same tools can be maliciously exploited by malware and botnets to conceal…
cs.CRcs.NI

🧠 Quantum / Trace / Maps 1

On 3d Quantum Trace Maps [30]
Qingjing Chen, Andrew Kricker
A 3d quantum trace map is a homomorphism from the skein module of an ideally triangulated 3-manifold to its quantum gluing module that quantizes the classical trace map. There are two constructions…
math.GT

🧠 Analogue / Rational / Normal 1

A $q$-analogue of the rational normal curve and linearized Reed-Solomon codes [31]
Valentina Astore, Martino Borello, Alain Couvreur, Flavio Salizzoni
The relationship between linear codes in the Hamming metric and projective algebraic varieties has led to deep interactions between coding theory and algebraic geometry, with classical examples such…
cs.ITmath.AGmath.CO

🧠 Equivariant / Milnor / Map 1

Equivariant Milnor map [32]
Mathilda Campillo, Yuanxin Guan, Zhi Lü, Bernardo Uribe
The Milnor map is the homomorphism from the unitary bordism ring to the unoriented bordism ring, halving the dimension, that maps the unitary bordism classes of the complex Milnor hypersurfaces to…
math.AT

🧠 Semi-device-independent / Certification / Nonlocality 1

Semi-Device-Independent Certification for Nonlocality without Entanglement [33]
Hanwool Lee, Joonwoo Bae
In this work, we investigate maximum-confidence discrimination, which encompasses minimum-error and unambiguous discrimination, for ensembles of separable states by considering global and separable…
quant-ph

🧠 Robust / Control / Ech 1

Robust Control of ECH Deposition Profiles on DIII-D [34]
A. Rothstein, H. J. Farre-Kaga, K. Yasoda, J. Lestz, N. Chen, S. K. Kim, A. Jalalvand, E. Kolemen
Electron Cyclotron Heating (ECH) is a key actuator in DIII-D and future tokamaks that provides auxiliary heating, localized current drive for scenario development and MHD stability, and even impurity…
physics.plasm-ph

🧠 Orbital-optimized / Density / Functional 1

Orbital-optimized density functional calculations of excited electronic states: Recent advances and perspectives [35]
Lorenzo Restaino, Giulia Gamboni, Elli Selenius, Gianluca Levi
Orbital-optimized (OO) density functional calculations provide a time-independent, variational route to electronic excitations that complements the presently widely used time-dependent density…
physics.chem-ph

🧠 Engineering / Electrically-switchable / Quantum 1

Engineering electrically-switchable quantum anomalous Hall states by spin-orbit coupling [36]
Maosen Qin, Ziwei Wang, Gyeongmin Kim, Kenji Watanabe, Takashi Taniguchi, Steven H. Simon, Siddharth A. Parameswaran, Hryhoriy Polshyn
Nonvolatile gate-driven switching of quantum anomalous Hall (QAH) states in graphene moiré systems provides a promising route toward topological electronics based on chiral edge states. However,…
cond-mat.mes-hallcond-mat.str-el

🧠 Cool / Not / Displacement 1

To Cool, or Not to Cool? Displacement Sensing with Hot Quantum States [37]
Piotr T. Grochowski
Quantum-enhanced displacement sensing with bosonic systems is typically formulated assuming that the oscillator is cooled close to its ground state before nonclassical probe preparation. We…
quant-ph

🧠 Generalized / Two-qubit / Hamiltonian 1

Generalized two-qubit Hamiltonian for Projective Quantum Feature Maps [38]
Rafael Simões do Carmo, Edson Amaro Junior, Felipe Fanchini
Projected quantum feature maps provide a strategy for using quantum processors as feature generators for classical machine-learning models. Building on counterdiabatic Ising-glass and one-dimensional…
quant-ph

🧠 Tuning / Agent-based / Predator-prey 1

Tuning Agent-Based Predator-Prey Models Toward Lotka-Volterra Dynamics [39]
Corinna Mandl, Siddharth Chaturvedi, Marcel van Gerven
Recent growth in compute power has made it increasingly feasible to use large-scale agent-based models to simulate complex adaptive systems. A central difficulty is that such models contain many…
cs.MA

🧠 Specifying / Hardware / Communication 1

Specifying Hardware Communication as Programs [40]
Ernest Ng, Nikil Shyamsunder, Francis Pham, Adrian Sampson, Kevin Laeufer
To test and debug hardware modules, it is common to write two programs: a driver, which translates high-level transactions into interactions on the module's input and output signals, and a monitor,…
cs.PLcs.AR

🧠 Optimal / Classical / Shadow 1

Optimal classical shadow estimation of unitary channels at Heisenberg limit [41]
Entong He, Zihao Li, Noam Scully, Sisi Zhou, Yuxiang Yang
Full tomography of an unknown quantum evolution is resource-intensive and often unnecessary when the goal is only to predict selected properties. This motivates the study of classical shadow…
quant-ph

🧠 One / Polluted / Page 1

One Polluted Page Is Enough: Evaluating Web Content Pollution in Generative Recommenders [42]
Minghao Luo, Liang Chen
Search-augmented LLMs increasingly mediate everyday consumer recommendations by retrieving live web content. This creates a new risk: generative recommenders may consume polluted web content, such as…
cs.CLcs.AI

🧠 Moving / Drone / Negotiating 1

The Moving Drone: Negotiating Agency Between the Voice and the Virtual [44]
Nithya Shikarpur, Victor Arul, Anna Huang
Melodic material in Hindustani music is presented in relation to a tonic, usually sustained by the tanpura, a four-stringed drone instrument. Rooted in Hindustani music, 'The Moving Drone' sets the…
cs.SD

🌐 Web Findings

🤗 HuggingFace Papers 31

TreeSeeker: Tree-Structured Trial, Error, and Return in Deep Search [49]
Deep search requires agents to answer complex questions through multi-step web search, browsing, evidence comparison, and synthesis. A central challenge is deciding how to search…
▲ 4HuggingFace Papers
MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling [66]
We present MaxProof, a population-level test-time scaling framework for competition-level mathematical proof in the MiniMax-M3 series. M3 first trains three proof-oriented…
▲ 55HuggingFace Papers
FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents [69]
Training deep search agents requires verifiable questions whose answers remain unavailable until sufficient evidence has been acquired through search. Existing synthesis methods…
▲ 45HuggingFace Papers
LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories [67]
Scientific laboratories increasingly rely on AI systems to reason about experiments, but the physical act of doing science remains largely outside their reach. AI can help read…
▲ 39HuggingFace Papers
Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding? [58]
Multimodal Large Language Models (MLLMs) have demonstrated remarkable success in visual understanding, yet their performance degrades significantly under real-world visual…
▲ 23HuggingFace Papers
EvoBrowseComp: Benchmarking Search Agents on Evolving Knowledge [59]
Search Agents -- large language models augmented with search tools -- have intensified the need for future-proof evaluation benchmarks. Existing benchmarks such as BrowseComp rely…
▲ 3HuggingFace Papers
Which Models Are Our Models Built On? Auditing Invisible Dependencies in Modern LLMs [75]
Modern LLM training pipelines increasingly rely on other models to generate data, filter corpora, judge outputs, and guide development decisions. These dependencies are recursive:…
▲ 1HuggingFace Papers
VIA-SD: Verification via Intra-Model Routing for Speculative Decoding [48]
Speculative decoding (SD) addresses the high inference costs of LLMs by having lightweight drafters generate candidates for large verifiers to validate in parallel. Existing…
▲ 7HuggingFace Papers
DyCo-RL: Dynamic Cross-Modal Coordination for Visual Reasoning [74]
Reinforcement Learning with Verifiable Rewards (RLVR) has emerged as a leading paradigm for enhancing visual reasoning in Multimodal Large Language Models (MLLMs). However,…
▲ 3HuggingFace Papers
MiniMax Sparse Attention [55]
Ultra-long-context capability is becoming indispensable for frontier LLMs: agentic workflows, repository-scale code reasoning, and persistent memory all require the model to…
▲ 46HuggingFace Papers
N-GRPO: Embedding-Level Neighbor Mixing for Enhanced Policy Optimization [70]
The success of Large Language Models in mathematical reasoning relies heavily on the generation of diverse and valid solution paths during the rollout phase. However, current…
▲ 15HuggingFace Papers
Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning [62]
Latent chain-of-thought compresses reasoning by replacing visible reasoning traces with continuous hidden-state recurrence, but existing formulations are difficult to optimize…
▲ 1HuggingFace Papers
Visual Para-Thinker++: A Single-Policy Multi-Agent Framework for Visual Reasoning [56]
Visual reasoning requires integrating evidence distributed across regions, attributes, and relations, making single-chain reasoning prone to early perceptual commitment and…
▲ 6HuggingFace Papers
Evoflux: Inference-Time Evolution of Executable Tool Workflows for Compact Agents [63]
Compact language models (LMs) reduce cost, latency, and deployment risk for tool agents. Yet MCP-style tool use requires more than isolated function calling: an agent must…
▲ 2HuggingFace Papers
HarnessBridge: Learnable Bidirectional Controller for LLM Agent Harness [73]
Large language models are increasingly deployed as agents for long-horizon tasks, yet their performance is shaped not only by model capability and environment design, but also by…
▲ 5HuggingFace Papers
WEAVER, Better, Faster, Longer: An Effective World Model for Robotic Manipulation [64]
The potential impacts of world models (WMs, i.e., learned simulators) on robotics are far-reaching -- policy evaluation, policy improvement, and test-time planning -- all with…
▲ 1HuggingFace Papers
SG-OPD: Sign-Gated On-Policy Distillation via Sign-Consistency Gating and Phased Teacher Sampling [57]
On-policy distillation (OPD) trains a student on its own trajectories with dense per-token supervision from a stronger teacher, and often outperforms off-policy distillation and…
▲ 5HuggingFace Papers
MuJoCo-Drones-Gym: A GPU-Accelerated Multi-Drone Simulator for Control and Reinforcement Learning [61]
Robotic simulators are a cornerstone of modern research in aerial robotics, serving both as a vehicle for the development of new control algorithms and as the data source for…
▲ 1HuggingFace Papers
Flash-GMM: A Memory-Efficient Kernel for Scalable Soft Clustering [50]
We present Flash-GMM, a fused Triton kernel for efficient computation of Gaussian Mixture Models (GMMs) over large-scale data in a single GPU pass. By eliminating the need to…
HuggingFace Papers
MaskAlign: Token-Subset Representation Alignment for Efficient Diffusion Training [60]
Representation alignment with pretrained vision models has recently shown strong potential for accelerating diffusion transformer training. By aligning intermediate diffusion…
▲ 2HuggingFace Papers
IDEAL: In-DEpth ALignment Makes A Discrete Representation AutoEncoder [53]
Built on pretrained vision foundation models (VFMs), representation autoencoders (RAEs) have recently emerged as a promising approach for constructing semantically rich latent…
▲ 1HuggingFace Papers
HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers [47]
Holistic visual tokenizers are fundamental to unified multimodal models (UMMs) as they map diverse visual inputs into a unified representation space. In this paper, we present…
▲ 4HuggingFace Papers
VideoMDM: Towards 3D Human Motion Generation From 2D Supervision [68]
We introduce VideoMDM, a diffusion-based framework that trains 3D human motion priors directly from accurate 2D poses extracted from monocular videos, without any 3D ground truth.…
▲ 5HuggingFace Papers
WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces [65]
Computer-use agents (CUAs) increasingly operate in runtimes that combine visual desktop control, command-line execution, code editing, browsers, and external tools. Existing…
▲ 50HuggingFace Papers
PianoKontext: Expressive Performance Rendering from Deadpan Context [52]
Expressive performance rendering (EPR) aims to generate realistic performances constrained on sequences of notes. However, flow matching audio editing models manipulate only…
▲ 1HuggingFace Papers
Surflo: Consistent 3D Surface Flow Model with Global State [71]
Geometry is invariant to viewpoint, which makes any collection of images a redundant encoding of a single 3D state. Existing feed-forward reconstruction models fail to exploit…
▲ 2HuggingFace Papers
Leveraging Morphology for Historical Script Metrological Analysis [51]
Advances in handwritten text recognition have enabled large-scale transcription of historical documents, but still provide limited access to interpretable visual measurements for…
HuggingFace Papers
APEX: A Network-Native Time-Series Foundation Model for Forecasting and Anomaly Detection for Wireless Edge Operations [76]
Generic time-series foundation models transfer poorly to wireless network telemetry whose signals are bursty, zero-inflated, and coupled across protocol layers. We present APEX, a…
▲ 1HuggingFace Papers
From 2D Grids to 1D Tokens: Reforming Shared Representations for Multimodal Image Fusion [46]
Multimodal image fusion aims to integrate complementary information from different modalities into a fused image that preserves rich local details while maintaining globally…
▲ 7HuggingFace Papers
MoVerse: Real-Time Video World Modeling with Panoramic Gaussian Scaffold [72]
We present MoVerse, a real-time video world model that creates an interactively navigable scene from a single narrow-field-of-view image. This setting is challenging because the…
▲ 8HuggingFace Papers
High-Fidelity Two-Step Image Generation via Teacher-Aligned End-to-End Distillation [54]
Few-step diffusion distillation has become increasingly mature for 4-8-step generation, yet pushing further to 2 steps remains challenging. In this work, we introduce Z-Image…
▲ 4HuggingFace Papers

📝 OpenReview 2

SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression [86]
The advancements in Large Language Models (LLMs) have been hindered by their substantial sizes, which necessitate LLM compression methods for practical deployment. Singular Value…
OpenReview
Diffusion$^2$: Dynamic 3D Content Generation via Score Composition of Video and Multi-view Diffusion Models [87]
Recent advancements in 3D generation are predominantly propelled by improvements in 3D-aware image diffusion models. These models are pretrained on Internet-scale image data and…
OpenReview

🦞 Lobste.rs 1

ChatGPT Won't Let You Type Until Cloudflare Reads Your React State. I Decrypted the Program That Does It [45]
Edit April 2, 2026: I've been getting inbound interest from researchers wanting to run their own queries. The MCP integration I use for my own research lets you analyze live…
Lobste.rs

🎓 Google Scholar 7

Large language models (LLM) in computational social science: prospects, current state, and challenges [79]
Finding from 🎓 Google Scholar.
Google Scholar
Securing the future: exploring post-quantum cryptography for authentication and user privacy in IoT devices [81]
Cluster Computing - With the emergence of quantum computers, traditional cryptographic methods are vulnerable to attacks, emphasizing the need for post-quantum cryptography to…
Google Scholar
When machines join the moral circle: The persona effect of generative AI agents in collaborative reasoning [83]
Finding from 🎓 Google Scholar.
Google Scholar
Quantum machine learning: A comprehensive review of integrating AI with quantum computing for computational advancements [82]
Finding from 🎓 Google Scholar.
Google Scholar
Artificial intelligence and machine learning in cybersecurity: a deep dive into state-of-the-art techniques and future paradigms [80]
Finding from 🎓 Google Scholar.
Google Scholar
Early identification of breakthrough technologies: Insights from science-driven innovations [77]
Finding from 🎓 Google Scholar.
Google Scholar
Catalyst breakthroughs in methane dry reforming: Employing machine learning for future advancements [78]
Finding from 🎓 Google Scholar.
Google Scholar

👽 Reddit 2

hubert.cpp, a C++ implementation of distilHuBERT [P] [85]
I've written a C++ implementation of distilHuBERT. https://github.com/pfeatherstone/hubert.cpp It has no runtime dependencies, the weights are compiled into the library, it…
Reddit
MICCAI 2026 Results [D] [84]
Results are almost here. Good luck to everyone waiting for the final decision 🙂 submitted by /u/Sea_Muscle_4281 [link] [comments]
Reddit

🔗 All Sources

  1. [1] Learning to Reason by Analogy via Retrieval-Augmented Reinforcement Fine-Tuning
  2. [2] Mana: Dexterous Manipulation of Articulated Tools
  3. [3] SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning
  4. [4] Automated reproducibility assessments in the social and behavioral sciences using large…
  5. [5] Agents-K1: Towards Agent-native Knowledge Orchestration
  6. [6] EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific…
  7. [7] Before You Think: System 0, AI-Mediated Cognition and Cognitive Colonization
  8. [8] SkMTEB: Slovak Massive Text Embedding Benchmark and Model Adaptation
  9. [9] Valid Inference with Synthetic Data via Task Exchangeability
  10. [10] Beyond Runtime Enforcement: Shield Synthesis as Defensibility Analysis for Adversarial…
  11. [11] Understanding Truncated Positional Encodings for Graph Neural Networks
  12. [12] Dense Supervision, Sparse Updates: On the Sparsity and Geometry of On-Policy Distillation
  13. [13] Operadic consistency: a label-free signal for compositional reasoning failures in LLMs
  14. [14] The Stable Recovery Manifold: Geometric Principles Governing Recoverability in Continual…
  15. [15] Aerial Wildfire Suppression Planning with a Hybrid CNN-Cellular Automata Fire Model
  16. [16] Generative Modeling of Bach-Style Symbolic Music: A Comparative Study of Autoregressive,…
  17. [17] EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments
  18. [18] InterleaveThinker: Reinforcing Agentic Interleaved Generation
  19. [19] A model of local and global reciprocity
  20. [20] Improving Robotic Generalist Policies via Flow Reversal Steering
  21. [21] Modality Forcing for Scalable Spatial Generation
  22. [22] RepWAM: World Action Modeling with Representation Visual-Action Tokenizers
  23. [23] Beyond the IT Checklist: Engineering a Reasonable Standard of Care for Cyber Safety
  24. [24] Differentially Private Hierarchical Heavy Hitters
  25. [25] Intent-Based Cryptographic API Design for Cryptographic Agility
  26. [26] An Assessment Framework for Application-Level Cryptographic Agility
  27. [27] Who Pays the Price? Stakeholder-Centric Prompt Injection Benchmarking for Real-world Web…
  28. [28] Split Tallies: A Discrete Certificate Calculus for Auditing Dynamic Ordered Sets in…
  29. [29] The Invisible Ink of the Android Malware World: A Longitudinal Study on the Usage of…
  30. [30] On 3d Quantum Trace Maps
  31. [31] A $q$-analogue of the rational normal curve and linearized Reed-Solomon codes
  32. [32] Equivariant Milnor map
  33. [33] Semi-Device-Independent Certification for Nonlocality without Entanglement
  34. [34] Robust Control of ECH Deposition Profiles on DIII-D
  35. [35] Orbital-optimized density functional calculations of excited electronic states: Recent…
  36. [36] Engineering electrically-switchable quantum anomalous Hall states by spin-orbit coupling
  37. [37] To Cool, or Not to Cool? Displacement Sensing with Hot Quantum States
  38. [38] Generalized two-qubit Hamiltonian for Projective Quantum Feature Maps
  39. [39] Tuning Agent-Based Predator-Prey Models Toward Lotka-Volterra Dynamics
  40. [40] Specifying Hardware Communication as Programs
  41. [41] Optimal classical shadow estimation of unitary channels at Heisenberg limit
  42. [42] One Polluted Page Is Enough: Evaluating Web Content Pollution in Generative Recommenders
  43. [43] World Tracing: Generative Pixel-Aligned Geometry Beyond the Visible
  44. [44] The Moving Drone: Negotiating Agency Between the Voice and the Virtual
  1. [45] ChatGPT Won't Let You Type Until Cloudflare Reads Your React State. I Decrypted the…
  2. [46] From 2D Grids to 1D Tokens: Reforming Shared Representations for Multimodal Image Fusion
  3. [47] HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers
  4. [48] VIA-SD: Verification via Intra-Model Routing for Speculative Decoding
  5. [49] TreeSeeker: Tree-Structured Trial, Error, and Return in Deep Search
  6. [50] Flash-GMM: A Memory-Efficient Kernel for Scalable Soft Clustering
  7. [51] Leveraging Morphology for Historical Script Metrological Analysis
  8. [52] PianoKontext: Expressive Performance Rendering from Deadpan Context
  9. [53] IDEAL: In-DEpth ALignment Makes A Discrete Representation AutoEncoder
  10. [54] High-Fidelity Two-Step Image Generation via Teacher-Aligned End-to-End Distillation
  11. [55] MiniMax Sparse Attention
  12. [56] Visual Para-Thinker++: A Single-Policy Multi-Agent Framework for Visual Reasoning
  13. [57] SG-OPD: Sign-Gated On-Policy Distillation via Sign-Consistency Gating and Phased Teacher…
  14. [58] Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?
  15. [59] EvoBrowseComp: Benchmarking Search Agents on Evolving Knowledge
  16. [60] MaskAlign: Token-Subset Representation Alignment for Efficient Diffusion Training
  17. [61] MuJoCo-Drones-Gym: A GPU-Accelerated Multi-Drone Simulator for Control and Reinforcement…
  18. [62] Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy…
  19. [63] Evoflux: Inference-Time Evolution of Executable Tool Workflows for Compact Agents
  20. [64] WEAVER, Better, Faster, Longer: An Effective World Model for Robotic Manipulation
  21. [65] WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid…
  22. [66] MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level…
  23. [67] LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories
  24. [68] VideoMDM: Towards 3D Human Motion Generation From 2D Supervision
  25. [69] FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search…
  26. [70] N-GRPO: Embedding-Level Neighbor Mixing for Enhanced Policy Optimization
  27. [71] Surflo: Consistent 3D Surface Flow Model with Global State
  28. [72] MoVerse: Real-Time Video World Modeling with Panoramic Gaussian Scaffold
  29. [73] HarnessBridge: Learnable Bidirectional Controller for LLM Agent Harness
  30. [74] DyCo-RL: Dynamic Cross-Modal Coordination for Visual Reasoning
  31. [75] Which Models Are Our Models Built On? Auditing Invisible Dependencies in Modern LLMs
  32. [76] APEX: A Network-Native Time-Series Foundation Model for Forecasting and Anomaly Detection…
  33. [77] Early identification of breakthrough technologies: Insights from science-driven…
  34. [78] Catalyst breakthroughs in methane dry reforming: Employing machine learning for future…
  35. [79] Large language models (LLM) in computational social science: prospects, current state,…
  36. [80] Artificial intelligence and machine learning in cybersecurity: a deep dive into…
  37. [81] Securing the future: exploring post-quantum cryptography for authentication and user…
  38. [82] Quantum machine learning: A comprehensive review of integrating AI with quantum computing…
  39. [83] When machines join the moral circle: The persona effect of generative AI agents in…
  40. [84] MICCAI 2026 Results [D]
  41. [85] hubert.cpp, a C++ implementation of distilHuBERT [P]
  42. [86] SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model…
  43. [87] Diffusion$^2$: Dynamic 3D Content Generation via Score Composition of Video and…
Generated by Hermes Agent • arXiv • Google Scholar • Lobste.rs • Hacker News • HuggingFace